Last updated on 2026-07-23 12:50:38 CEST.
| Flavor | Version | Tinstall | Tcheck | Ttotal | Status | Flags |
|---|---|---|---|---|---|---|
| r-devel-linux-x86_64-debian-clang | 0.4-1-1 | 9.73 | 176.35 | 186.08 | OK | |
| r-devel-linux-x86_64-debian-gcc | 0.4-1-1 | 7.58 | 144.43 | 152.01 | ERROR | |
| r-devel-linux-x86_64-fedora-clang | 0.4-1-1 | 15.00 | 239.01 | 254.01 | OK | |
| r-devel-linux-x86_64-fedora-gcc | 0.4-1-1 | 141.82 | OK | |||
| r-devel-windows-x86_64 | 0.4-1-1 | 16.00 | 167.00 | 183.00 | OK | |
| r-patched-linux-x86_64 | 0.4-1-1 | 11.05 | 162.81 | 173.86 | OK | |
| r-release-linux-x86_64 | 0.4-1-1 | 8.85 | 160.60 | 169.45 | OK | |
| r-release-macos-arm64 | 0.4-1-1 | 3.00 | 54.00 | 57.00 | OK | |
| r-release-macos-x86_64 | 0.4-1-1 | 8.00 | 168.00 | 176.00 | OK | |
| r-release-windows-x86_64 | 0.4-1-1 | 16.00 | 173.00 | 189.00 | OK | |
| r-oldrel-macos-arm64 | 0.4-1-1 | OK | ||||
| r-oldrel-macos-x86_64 | 0.4-1-1 | 8.00 | 204.00 | 212.00 | OK | |
| r-oldrel-windows-x86_64 | 0.4-1-1 | 18.00 | 221.00 | 239.00 | OK |
Version: 0.4-1-1
Check: tests
Result: ERROR
Running ‘ex_cvx.R’ [80s/91s]
Running ‘fastmerge-ex.R’ [4s/6s]
Running ‘smooth.pen_agcv.R’ [3s/3s]
Running the tests in ‘tests/ex_cvx.R’ failed.
Complete output:
> library(simest)
>
> (do.pdf <- !dev.interactive(orNone = TRUE))
[1] TRUE
> oop <- options(warnPartialMatchArgs = FALSE, width = 111, digits = 7)
>
> ### 1. original from ../man/cvx.lip.reg.Rd (w/ n = 50) --------------------
>
> mkGauss <- function(n, sigma, trFn) {
+ x <- runif(n, -1,1)
+ y <- trFn(x) + sigma * rnorm(n)
+ data.frame(x, y)
+ }
>
> ## Approximately geometrically growing n ("power law"):
> n.s <- round(signif(100 * 1.5^(-8:6), 2))
> ## FIXME: vvvvvvvvvv n=1000 etc takes too long !
> n.s <- n.s[3 <= n.s & n.s <= 900]
> n.s
[1] 4 6 9 13 20 30 44 67 100 150 220 340 510 760
> names(n.s) <- paste0("n=", n.s)
>
> set.seed(47)
> d.sqr <- lapply(n.s, mkGauss, sigma = 0.3, trFn = function(x) x^2)
> d.exp <- lapply(n.s, mkGauss, sigma = 0.75, trFn = exp)
>
> ## FIXME_2 : the computation is *NOT* interruptable !!!!
>
> prMilli <- function(mat, ...) {
+ cat("Times [milli-seconds]:\n")
+ print.table(1000 * mat, zero.print = ".", ...)
+ }
>
>
> doEst <- function(d, cvxFN, ...) {
+ ct <- system.time( fit <- cvxFN(d$x, d$y, ...) # ... e.g. L=L for cvx.lip.reg()
+ )[1:3]
+ print(ct)
+ list(sys.tm = ct, fit = fit)
+ }
>
> doLIP <- function(d, L) doEst(d, cvx.lip.reg, L=L)
>
> lip10.sqr <- lapply(d.sqr, doLIP, L = 10)
user.self sys.self elapsed
0.001 0.000 0.005
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.006 0.000 0.006
user.self sys.self elapsed
0.015 0.000 0.018
user.self sys.self elapsed
0.054 0.000 0.055
user.self sys.self elapsed
0.186 0.004 0.214
user.self sys.self elapsed
0.582 0.008 0.620
> lip04.sqr <- lapply(d.sqr, doLIP, L = 4)
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.003 0.003 0.006
user.self sys.self elapsed
0.015 0.004 0.020
user.self sys.self elapsed
0.051 0.012 0.063
user.self sys.self elapsed
0.184 0.012 0.197
user.self sys.self elapsed
0.625 0.004 0.674
> lip10.exp <- lapply(d.exp, doLIP, L = 10)
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.005 0.000 0.006
user.self sys.self elapsed
0.015 0.000 0.014
user.self sys.self elapsed
0.054 0.000 0.063
user.self sys.self elapsed
0.199 0.000 0.201
user.self sys.self elapsed
0.635 0.003 0.654
> lip04.exp <- lapply(d.exp, doLIP, L = 4)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.006 0.000 0.005
user.self sys.self elapsed
0.013 0.000 0.014
user.self sys.self elapsed
0.055 0.000 0.056
user.self sys.self elapsed
0.202 0.002 0.255
user.self sys.self elapsed
0.604 0.008 0.626
>
> l10Sqr <- lapply(lip10.sqr, `[[`, "fit")
> prMilli(t(sapply(lip10.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . 5
n=6 . . 1
n=9 . . .
n=13 1 . 1
n=20 1 . .
n=30 1 . .
n=44 1 . .
n=67 1 . 1
n=100 2 . 3
n=150 6 . 6
n=220 15 . 18
n=340 54 . 55
n=510 186 4 214
n=760 582 8 620
> l04Sqr <- lapply(lip04.sqr, `[[`, "fit")
>
> l10Exp <- lapply(lip10.exp, `[[`, "fit")
> l04Exp <- lapply(lip04.exp, `[[`, "fit")
>
> prMilli(tml10 <- t(sapply(lip10.exp, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . 1
n=6 . . .
n=9 . . 1
n=13 1 . .
n=20 . . .
n=30 1 . 1
n=44 1 . 1
n=67 1 . 1
n=100 2 . 2
n=150 5 . 6
n=220 15 . 14
n=340 54 . 63
n=510 199 . 201
n=760 635 3 654
> tml04 <- t(sapply(lip04.exp, `[[`, "sys.tm"))
>
> aePrt <- function(targ, curr, digits = 3, tol = 0) {
+ print(digits=digits,
+ with(attributes(all.equal(targ, curr, tolerance = tol, giveErr=TRUE)),
+ setNames(err, what)))
+ }
>
> cat("Timings L=10 vs L=4:\n"); aePrt(tml10, tml04)
Timings L=10 vs L=4:
relative
0.077
>
> ## inspired by sfsmisc::mult.fig() :
> ## op <- par(mfrow = c(2, 3), las = 1, mgp = c(2, 0.6, 0), mar = 0.1 + c(4, 4, 2, 1))
> ## oma = c(0, 0, tit.wid, 0), main = NULL, tit.wid = if (is.null(main)) 0 else 1 +
> ## 1.5 * cex.main, cex.main = par("cex.main"), line.main = cex.main -
> ## 1/2, col.main = par("col.main"), font.main = par("font.main"),
>
> if(do.pdf) pdf("cvxLIP_l10_sqr.pdf"); invisible( lapply(l10Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxLIP_l04_sqr.pdf"); invisible( lapply(l10Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxLIP_l10_exp.pdf"); invisible( lapply(l10Exp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxLIP_l04_exp.pdf"); invisible( lapply(l04Exp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> ## predict(tmp, newdata = rnorm(10,0,0.1))
> set.seed(201)
> newd <- unique(sort(0.1 * round(1000*rnorm(250))/1000))
> anyDuplicated(newd)
[1] 0
> ## [1] 18 --- should work, right?
>
> str(p10 <- vapply(l10Sqr, predict, FUN.VALUE=newd, newdata = newd))
num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
> p10 # default 7 digits
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.0156297836 -0.29926460 0.1776656 0.154904046 0.4182920 0.19504690 0.2273278 0.07639995 0.1866759620
[2,] -0.0044657426 -0.34077350 0.1624504 0.132203702 0.4279408 0.17325283 0.2130848 0.07708382 0.1648775694
[3,] -0.0031766987 -0.34556628 0.1651784 0.129582631 0.4290549 0.17073640 0.2114402 0.07716279 0.1623606416
[4,] -0.0002072939 -0.35660679 0.1714626 0.123544808 0.4316212 0.16493963 0.2076519 0.07734468 0.1565627187
[5,] 0.0018643838 -0.36430948 0.1758469 0.119332373 0.4334118 0.16089537 0.2050088 0.07747159 0.1525176562
[6,] 0.0045575648 -0.37432296 0.1815465 0.113856208 0.4357394 0.15563783 0.2015729 0.07763656 0.1472590749
[7,] 0.0046956766 -0.37483648 0.1818388 0.113575379 0.4358588 0.15536821 0.2013967 0.07764502 0.1469894040
[8,] 0.0065141493 -0.38159772 0.1856872 0.109877797 0.4374304 0.15181825 0.1990767 0.07775642 0.1434387380
[9,] 0.0085167711 -0.38904365 0.1899254 0.105805777 0.4391613 0.14790880 0.1965218 0.07787909 0.1395285109
[10,] 0.0116012690 -0.38332289 0.1964531 0.099533929 0.4418271 0.14188735 0.1925866 0.07806804 0.1335058623
[11,] 0.0124069215 -0.38079608 0.1981582 0.097895760 0.4425234 0.14031458 0.1915587 0.07811739 0.1319327824
[12,] 0.0124989960 -0.38050730 0.1983530 0.097708541 0.4426030 0.14013484 0.1914413 0.07812303 0.1317530018
[13,] 0.0127522011 -0.37971315 0.1988889 0.097193687 0.4428218 0.13964054 0.1911182 0.07813854 0.1312586053
[14,] 0.0133046485 -0.37798048 0.2000580 0.096070371 0.4432993 0.13856207 0.1904134 0.07817238 0.1301799220
[15,] 0.0138801145 -0.37617561 0.2012759 0.094900251 0.4437967 0.13743866 0.1896792 0.07820763 0.1290562935
[16,] 0.0145246365 -0.37415416 0.2026399 0.093589715 0.4443537 0.13618045 0.1888570 0.07824711 0.1277978296
[17,] 0.0158366990 -0.37003906 0.2054166 0.090921840 0.4454877 0.13361909 0.1871830 0.07832749 0.1252359566
[18,] 0.0161589600 -0.36902833 0.2060986 0.090266572 0.4457662 0.13298998 0.1867719 0.07834723 0.1246067247
[19,] 0.0166193328 -0.36758444 0.2070729 0.089330476 0.4461641 0.13209125 0.1861846 0.07837543 0.1237078219
[20,] 0.0200951476 -0.35668303 0.2144288 0.082262946 0.4491682 0.12530588 0.1817501 0.07858835 0.1169211059
[21,] 0.0202562781 -0.35617767 0.2147698 0.081935312 0.4493074 0.12499133 0.1815446 0.07859822 0.1166064899
[22,] 0.0222358813 -0.34996892 0.2189592 0.077910097 0.4510184 0.12112682 0.1790190 0.07871948 0.1127412079
[23,] 0.0237551116 -0.34520407 0.2221744 0.074820978 0.4523314 0.11816103 0.1770808 0.07881254 0.1097748288
[24,] 0.0241234099 -0.34404895 0.2229538 0.074072100 0.4526497 0.11744205 0.1766109 0.07883510 0.1090557065
[25,] 0.0253203792 -0.34029483 0.2254870 0.071638249 0.4536842 0.11510536 0.1750838 0.07890843 0.1067185593
[26,] 0.0261950876 -0.33755143 0.2273381 0.069859665 0.4544402 0.11339779 0.1739679 0.07896201 0.1050106440
[27,] 0.0270697960 -0.33480803 0.2291893 0.068081082 0.4551962 0.11169021 0.1728519 0.07901559 0.1033027287
[28,] 0.0280365789 -0.33177585 0.2312353 0.066115279 0.4560318 0.10980289 0.1716185 0.07907481 0.1014150329
[29,] 0.0283358212 -0.33083732 0.2318686 0.065506816 0.4562904 0.10921872 0.1712367 0.07909314 0.1008307461
[30,] 0.0286350636 -0.32989878 0.2325019 0.064898353 0.4565490 0.10863455 0.1708549 0.07911147 0.1002464592
[31,] 0.0287041195 -0.32968220 0.2326480 0.064757939 0.4566087 0.10849974 0.1707668 0.07911570 0.1001116238
[32,] 0.0290263805 -0.32867147 0.2333300 0.064102671 0.4568872 0.10787063 0.1703557 0.07913545 0.0994823919
[33,] 0.0290493991 -0.32859928 0.2333787 0.064055866 0.4569071 0.10782570 0.1703263 0.07913686 0.0994374467
[34,] 0.0290954364 -0.32845489 0.2334762 0.063962257 0.4569469 0.10773582 0.1702676 0.07913968 0.0993475565
[35,] 0.0306607040 -0.32354565 0.2367887 0.060779528 0.4582997 0.10468016 0.1682706 0.07923556 0.0962912870
[36,] 0.0309829650 -0.32253492 0.2374707 0.060124260 0.4585783 0.10405105 0.1678595 0.07925530 0.0956620550
[37,] 0.0321569157 -0.31885299 0.2399552 0.057737214 0.4595929 0.10175931 0.1663618 0.07932721 0.0933698529
[38,] 0.0322489902 -0.31856421 0.2401500 0.057549995 0.4596725 0.10157956 0.1662443 0.07933285 0.0931900724
[39,] 0.0324101207 -0.31805885 0.2404910 0.057222361 0.4598117 0.10126501 0.1660387 0.07934272 0.0928754564
[40,] 0.0329165308 -0.31647056 0.2415628 0.056192654 0.4602494 0.10027641 0.1653927 0.07937374 0.0918866634
[41,] 0.0330776613 -0.31596520 0.2419038 0.055865021 0.4603887 0.09996186 0.1651871 0.07938361 0.0915720474
[42,] 0.0336531274 -0.31416033 0.2431216 0.054694900 0.4608860 0.09883845 0.1644529 0.07941886 0.0904484189
[43,] 0.0339753883 -0.31314960 0.2438036 0.054039632 0.4611645 0.09820935 0.1640418 0.07943861 0.0898191869
[44,] 0.0341365188 -0.31264424 0.2441446 0.053711998 0.4613038 0.09789479 0.1638362 0.07944848 0.0895045710
[45,] 0.0344587798 -0.31163351 0.2448266 0.053056731 0.4615823 0.09726568 0.1634251 0.07946822 0.0888753390
[46,] 0.0348500967 -0.31040620 0.2456548 0.052261049 0.4619205 0.09650177 0.1629258 0.07949219 0.0881112717
[47,] 0.0349651899 -0.31004523 0.2458984 0.052027024 0.4620200 0.09627709 0.1627790 0.07949924 0.0878865460
[48,] 0.0363232897 -0.30578574 0.2487725 0.049265539 0.4631938 0.09362585 0.1610463 0.07958243 0.0852347827
[49,] 0.0363463084 -0.30571355 0.2488212 0.049218734 0.4632137 0.09358091 0.1610170 0.07958384 0.0851898376
[50,] 0.0386251539 -0.29856627 0.2536440 0.044585056 0.4651832 0.08913223 0.1581096 0.07972344 0.0807402688
[51,] 0.0389474148 -0.29755554 0.2543260 0.043929788 0.4654617 0.08850312 0.1576985 0.07974318 0.0801110369
[52,] 0.0392466572 -0.29661701 0.2549592 0.043321326 0.4657204 0.08791895 0.1573167 0.07976151 0.0795267501
[53,] 0.0394538249 -0.29596726 0.2553977 0.042900082 0.4658994 0.08751453 0.1570524 0.07977420 0.0791222438
[54,] 0.0399832537 -0.29430678 0.2565181 0.041823571 0.4663570 0.08648099 0.1563770 0.07980663 0.0780885056
[55,] 0.0400753283 -0.29401800 0.2567130 0.041636352 0.4664366 0.08630125 0.1562595 0.07981227 0.0779087251
[56,] 0.0402364588 -0.29351263 0.2570540 0.041308718 0.4665758 0.08598669 0.1560539 0.07982214 0.0775941091
[57,] 0.0402594774 -0.29344044 0.2571027 0.041261913 0.4665957 0.08594176 0.1560246 0.07982355 0.0775491639
[58,] 0.0409500366 -0.29127460 0.2585641 0.039857768 0.4671926 0.08459367 0.1551436 0.07986585 0.0762008098
[59,] 0.0424462483 -0.28658194 0.2617306 0.036815454 0.4684857 0.08167282 0.1532347 0.07995750 0.0732793757
[60,] 0.0425383229 -0.28629316 0.2619254 0.036628235 0.4685653 0.08149307 0.1531172 0.07996314 0.0730995952
[61,] 0.0429296398 -0.28506585 0.2627536 0.035832552 0.4689035 0.08072916 0.1526180 0.07998711 0.0723355278
[62,] 0.0429756771 -0.28492146 0.2628510 0.035738943 0.4689433 0.08063928 0.1525593 0.07998993 0.0722456375
[63,] 0.0430217143 -0.28477707 0.2629484 0.035645333 0.4689831 0.08054941 0.1525005 0.07999275 0.0721557472
[64,] 0.0430677516 -0.28463268 0.2630459 0.035551723 0.4690229 0.08045954 0.1524418 0.07999557 0.0720658570
[65,] 0.0432288821 -0.28412732 0.2633869 0.035224090 0.4691621 0.08014499 0.1522362 0.08000545 0.0717512410
[66,] 0.0441266091 -0.28131172 0.2652867 0.033398701 0.4699380 0.07839247 0.1510909 0.08006044 0.0699983806
[67,] 0.0441496278 -0.28123953 0.2653354 0.033351896 0.4699579 0.07834754 0.1510615 0.08006185 0.0699534354
[68,] 0.0441956650 -0.28109514 0.2654329 0.033258287 0.4699977 0.07825766 0.1510028 0.08006467 0.0698635451
[69,] 0.0455307462 -0.27690784 0.2682583 0.030543606 0.4711516 0.07565136 0.1492995 0.08014645 0.0672567271
[70,] 0.0461982868 -0.27481420 0.2696710 0.029186266 0.4717285 0.07434821 0.1484479 0.08018734 0.0659533180
[71,] 0.0462903614 -0.27452542 0.2698659 0.028999047 0.4718081 0.07416847 0.1483304 0.08019298 0.0657735375
[72,] 0.0464975292 -0.27387566 0.2703043 0.028577803 0.4719871 0.07376404 0.1480661 0.08020567 0.0653690312
[73,] 0.0465896037 -0.27358689 0.2704992 0.028390584 0.4720667 0.07358430 0.1479486 0.08021131 0.0651892507
[74,] 0.0466586597 -0.27337030 0.2706453 0.028250170 0.4721264 0.07344949 0.1478605 0.08021554 0.0650544152
[75,] 0.0469579020 -0.27243177 0.2712786 0.027641707 0.4723850 0.07286532 0.1474788 0.08023387 0.0644701284
[76,] 0.0470960138 -0.27199860 0.2715709 0.027360878 0.4725044 0.07259570 0.1473026 0.08024233 0.0642004576
[77,] 0.0475103494 -0.27069910 0.2724478 0.026518391 0.4728625 0.07178685 0.1467740 0.08026771 0.0633914451
[78,] 0.0478556290 -0.26961617 0.2731785 0.025816318 0.4731609 0.07111281 0.1463334 0.08028887 0.0627172680
[79,] 0.0479477036 -0.26932740 0.2733733 0.025629099 0.4732405 0.07093306 0.1462160 0.08029451 0.0625374874
[80,] 0.0481548713 -0.26867764 0.2738118 0.025207855 0.4734195 0.07052863 0.1459517 0.08030720 0.0621329812
[81,] 0.0482239273 -0.26846106 0.2739579 0.025067441 0.4734792 0.07039383 0.1458636 0.08031143 0.0619981458
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[223,] 0.0859975176 -0.14998949 0.3538984 0.089228589 0.5061260 0.12611806 0.1692797 0.08262532 -0.0117568277
[224,] 0.0862277040 -0.14926754 0.3543855 0.090006505 0.5063250 0.12665319 0.1695584 0.08263942 -0.0122062791
[225,] 0.0865960022 -0.14811243 0.3551650 0.091251171 0.5066433 0.12750940 0.1700044 0.08266198 -0.0129254013
[226,] 0.0872865615 -0.14594658 0.3566264 0.093584920 0.5072401 0.12911479 0.1708405 0.08270428 -0.0142737555
[227,] 0.0880691953 -0.14349196 0.3582827 0.096229835 0.5079165 0.13093424 0.1717881 0.08275222 -0.0158018902
[228,] 0.0881152326 -0.14334757 0.3583801 0.096385418 0.5079563 0.13104126 0.1718438 0.08275504 -0.0158917805
[229,] 0.0883684376 -0.14255343 0.3589160 0.097241126 0.5081752 0.13162991 0.1721504 0.08277055 -0.0163861770
[230,] 0.0896114442 -0.13865491 0.3615466 0.101441873 0.5092495 0.13451962 0.1736554 0.08284669 -0.0188132145
[231,] 0.0927419795 -0.12883643 0.3681717 0.112021534 0.5119551 0.14179740 0.1774458 0.08303846 -0.0249257535
[232,] 0.0961717570 -0.11807941 0.3754302 0.123612485 0.5149194 0.14977086 0.1815986 0.08324856 -0.0316225792
[233,] 0.0966551485 -0.11656332 0.3764532 0.125246109 0.5153372 0.15089463 0.1821839 0.08327817 -0.0325664271
[234,] 0.0972075959 -0.11483065 0.3776223 0.127113108 0.5158146 0.15217895 0.1828528 0.08331201 -0.0336451105
[235,] 0.0992562549 -0.10840532 0.3819579 0.134036562 0.5175853 0.15694161 0.1853333 0.08343750 -0.0376452279
[236,] 0.1004302056 -0.10472339 0.3844424 0.138003935 0.5185999 0.15967078 0.1867547 0.08350942 -0.0399374300
[237,] 0.1012128394 -0.10029685 0.3860987 0.140648850 0.5192763 0.16149023 0.1877023 0.08355736 -0.0414655647
[238,] 0.1015351004 -0.09821856 0.3867807 0.141737933 0.5195548 0.16223941 0.1880925 0.08357710 -0.0420947966
[239,] 0.1022256597 -0.09376508 0.3882421 0.144071681 0.5201516 0.16384481 0.1889286 0.08361940 -0.0434431508
[240,] 0.1029392375 -0.08916315 0.3897522 0.146483221 0.5207684 0.16550371 0.1897926 0.08366311 -0.0448364501
[241,] 0.1032154612 -0.08738176 0.3903368 0.147416721 0.5210071 0.16614587 0.1901270 0.08368003 -0.0453757918
[242,] 0.1097987926 -0.04492526 0.4042692 0.169665124 0.5266969 0.18145062 0.1980981 0.08408331 -0.0470272831
[243,] 0.1101440723 -0.04269852 0.4049999 0.170831998 0.5269953 0.18225332 0.1985161 0.08410446 -0.0469145244
[244,] 0.1152081733 -0.01003967 0.4157171 0.187946155 0.5313721 0.19402621 0.2046477 0.08441467 -0.0298249640
n=150 n=220 n=340 n=510 n=760
[1,] 0.1217890994 0.15321048 0.1102399807 1.048711e-01 0.06738172
[2,] 0.0921228839 0.14125227 0.0776993159 7.803177e-02 0.02536308
[3,] 0.0886975065 0.13987152 0.0739420432 7.493280e-02 0.02051144
[4,] 0.0808069048 0.13669088 0.0652868973 6.779409e-02 0.02021016
[5,] 0.0753018339 0.13447183 0.0592484234 6.281361e-02 0.02008605
[6,] 0.0681452417 0.13158707 0.0513984074 5.633897e-02 0.01992471
[7,] 0.0677782370 0.13143913 0.0509958424 5.600694e-02 0.01991643
[8,] 0.0629460081 0.12949130 0.0456954042 5.163517e-02 0.01980749
[9,] 0.0576244395 0.12734622 0.0398582128 4.682070e-02 0.01968752
[10,] 0.0494280006 0.12404230 0.0308675961 3.940531e-02 0.01950273
[11,] 0.0472871397 0.12317933 0.0285193007 3.746845e-02 0.01945447
[12,] 0.0470424699 0.12308071 0.0282509241 3.724710e-02 0.01944895
[13,] 0.0463696279 0.12280949 0.0275128884 3.663837e-02 0.01943378
[14,] 0.0449016090 0.12221774 0.0259026287 3.531024e-02 0.01940068
[15,] 0.0433724226 0.12160134 0.0242252748 3.392677e-02 0.01936621
[16,] 0.0416597339 0.12091097 0.0223466385 3.237728e-02 0.01932760
[17,] 0.0381731890 0.11950557 0.0185222717 2.922297e-02 0.01924899
[18,] 0.0373168446 0.11916039 0.0175829536 2.844823e-02 0.01922969
[19,] 0.0360934955 0.11866726 0.0162410705 2.734146e-02 0.01920211
[20,] 0.0268572099 0.11494419 0.0061098532 1.898530e-02 0.01899388
[21,] 0.0264290377 0.11477160 0.0056401941 1.859793e-02 0.01898422
[22,] 0.0211686366 0.11265117 -0.0001299032 1.383880e-02 0.01886563
[23,] 0.0171315846 0.11102387 -0.0045581174 1.018644e-02 0.01877462
[24,] 0.0161529053 0.11062937 -0.0056316238 9.301018e-03 0.01875255
[25,] 0.0129721977 0.10934725 -0.0091205199 6.423402e-03 0.01868084
[26,] 0.0106478344 0.10841032 -0.0116700977 4.320529e-03 0.01862844
[27,] 0.0083234711 0.10747339 -0.0142196756 2.217656e-03 0.01857604
[28,] 0.0057544380 0.10643783 -0.0170376301 -1.065724e-04 0.01851812
[29,] 0.0049592611 0.10611730 -0.0179098541 -8.259763e-04 0.01850019
[30,] 0.0041640842 0.10579677 -0.0187820781 -1.545380e-03 0.01848227
[31,] 0.0039805818 0.10572280 -0.0189833606 -1.711397e-03 0.01847813
[32,] 0.0031242375 0.10537762 -0.0199226787 -2.486139e-03 0.01845882
[33,] 0.0030630700 0.10535296 -0.0199897729 -2.541478e-03 0.01845744
[34,] 0.0029407351 0.10530365 -0.0201239612 -2.652156e-03 0.01845469
[35,] -0.0012186518 0.10362703 -0.0246863637 -6.415192e-03 0.01836091
[36,] -0.0020749962 0.10328185 -0.0256256818 -7.189934e-03 0.01834161
[37,] -0.0051945364 0.10202439 -0.0290474837 -1.001221e-02 0.01827128
[38,] -0.0054392062 0.10192576 -0.0293158603 -1.023357e-02 0.01826576
[39,] -0.0058673784 0.10175317 -0.0297855194 -1.062094e-02 0.01825611
[40,] -0.0072130624 0.10121074 -0.0312615908 -1.183839e-02 0.01822577
[41,] -0.0076412345 0.10103814 -0.0317312499 -1.222576e-02 0.01821612
[42,] -0.0091704209 0.10042174 -0.0334086037 -1.360923e-02 0.01818164
[43,] -0.0100267653 0.10007655 -0.0343479219 -1.438397e-02 0.01816234
[44,] -0.0104549375 0.09990396 -0.0348175810 -1.477135e-02 0.01815268
[45,] -0.0113112818 0.09955878 -0.0357568992 -1.554609e-02 0.01813338
[46,] -0.0123511285 0.09913962 -0.0368974998 -1.648685e-02 0.01810993
[47,] -0.0126569658 0.09901634 -0.0372329705 -1.676354e-02 0.01810304
[48,] -0.0162658456 0.09756163 -0.0411915257 -2.002853e-02 0.01802168
[49,] -0.0163270131 0.09753697 -0.0412586198 -2.008387e-02 0.01802030
[50,] -0.0223825911 0.09509602 -0.0479009411 -2.556241e-02 0.01788378
[51,] -0.0232389355 0.09475083 -0.0488402592 -2.633715e-02 0.01786447
[52,] -0.0240341124 0.09443030 -0.0497124833 -2.705655e-02 0.01784654
[53,] -0.0245846195 0.09420840 -0.0503163306 -2.755460e-02 0.01783413
[54,] -0.0259914709 0.09364131 -0.0518594962 -2.882739e-02 0.01780241
[55,] -0.0262361407 0.09354268 -0.0521278728 -2.904875e-02 0.01779690
[56,] -0.0266643129 0.09337009 -0.0525975319 -2.943612e-02 0.01778725
[57,] -0.0267254804 0.09334543 -0.0526646260 -2.949146e-02 0.01778587
[58,] -0.0285605040 0.09260575 -0.0546774507 -3.115162e-02 0.01774450
[59,] -0.0325363886 0.09100310 -0.0590385707 -3.474864e-02 0.01765486
[60,] -0.0327810584 0.09090448 -0.0593069473 -3.497000e-02 0.01764934
[61,] -0.0338209051 0.09048533 -0.0604475480 -3.591075e-02 0.01762590
[62,] -0.0339432400 0.09043601 -0.0605817363 -3.602143e-02 0.01762314
[63,] -0.0340655749 0.09038670 -0.0607159246 -3.613211e-02 0.01762039
[64,] -0.0341879098 0.09033739 -0.0608501129 -3.624279e-02 0.01761763
[65,] -0.0346160820 0.09016480 -0.0613197720 -3.663016e-02 0.01760797
[66,] -0.0370016127 0.08920321 -0.0639364440 -3.878837e-02 0.01755419
[67,] -0.0370627802 0.08917855 -0.0640035381 -3.884371e-02 0.01755281
[68,] -0.0371851151 0.08912924 -0.0641377264 -3.895439e-02 0.01755006
[69,] -0.0407328275 0.08769918 -0.0680291874 -4.216404e-02 0.01747007
[70,] -0.0425066837 0.08698416 -0.0699749179 -4.376886e-02 0.01743008
[71,] -0.0427513535 0.08688553 -0.0702432945 -4.399021e-02 0.01742457
[72,] -0.0433018606 0.08666363 -0.0708471419 -4.448826e-02 0.01741215
[73,] -0.0435465304 0.08656500 -0.0711155185 -4.470962e-02 0.01740664
[74,] -0.0437300328 0.08649103 -0.0713168010 -4.487563e-02 0.01740250
[75,] -0.0445252097 0.08617051 -0.0721890250 -4.559504e-02 0.01738457
[76,] -0.0448922144 0.08602257 -0.0725915899 -4.592707e-02 0.01737630
[77,] -0.0459932286 0.08557876 -0.0737992847 -4.692317e-02 0.01735148
[78,] -0.0469107404 0.08520892 -0.0748056970 -4.775325e-02 0.01733079
[79,] -0.0471554102 0.08511029 -0.0750740736 -4.797461e-02 0.01732528
[80,] -0.0477059173 0.08488839 -0.0756779210 -4.847265e-02 0.01731287
[81,] -0.0478894197 0.08481442 -0.0758792035 -4.863867e-02 0.01730873
[82,] -0.0496021084 0.08412405 -0.0777578398 -5.018816e-02 0.01727012
[83,] -0.0496632759 0.08409939 -0.0778249339 -5.024350e-02 0.01726874
[84,] -0.0500914480 0.08392680 -0.0782945930 -5.063087e-02 0.01725909
[85,] -0.0507031226 0.08368024 -0.0789655346 -5.118425e-02 0.01724529
[86,] -0.0507642900 0.08365558 -0.0790326287 -5.123959e-02 0.01724392
[87,] -0.0509477924 0.08358161 -0.0792339112 -5.140561e-02 0.01723978
[88,] -0.0530274859 0.08274331 -0.0815151124 -5.328713e-02 0.01719289
[89,] -0.0537003279 0.08247209 -0.0822531481 -5.389585e-02 0.01717772
[90,] -0.0538226628 0.08242278 -0.0823873364 -5.400653e-02 0.01717497
[91,] -0.0539449977 0.08237346 -0.0825215247 -5.411721e-02 0.01717221
[92,] -0.0540061651 0.08234881 -0.0825886189 -5.417255e-02 0.01717083
[93,] -0.0542508349 0.08225018 -0.0828569955 -5.439390e-02 0.01716531
[94,] -0.0542540869 0.08143653 -0.0850711026 -5.622008e-02 0.01711981
[95,] -0.0541215614 0.08131325 -0.0854065734 -5.649678e-02 0.01711291
[96,] -0.0539625309 0.08116531 -0.0858091383 -5.682881e-02 0.01710464
[97,] -0.0532999034 0.08054891 -0.0874864922 -5.821228e-02 0.01707016
[98,] -0.0530878627 0.08035166 -0.0880232454 -5.865499e-02 0.01705913
[99,] -0.0527432964 0.08003113 -0.0888954694 -5.937439e-02 0.01704120
[100,] -0.0525312556 0.07983388 -0.0894322226 -5.981710e-02 0.01703017
[101,] -0.0522662047 0.07958732 -0.0901031642 -6.037049e-02 0.01701638
[102,] -0.0521866894 0.07951335 -0.0903044466 -6.053651e-02 0.01701224
[103,] -0.0521336792 0.07946404 -0.0904386349 -6.064718e-02 0.01700948
[104,] -0.0518951333 0.07924214 -0.0910424823 -6.114523e-02 0.01699707
[105,] -0.0517891129 0.07914351 -0.0913108590 -6.136659e-02 0.01699156
[106,] -0.0515770722 0.07894626 -0.0918476122 -6.180930e-02 0.01698053
[107,] -0.0514710518 0.07884764 -0.0921159888 -6.203065e-02 0.01697501
[108,] -0.0512325059 0.07862573 -0.0927198362 -6.252870e-02 0.01696260
[109,] -0.0508349294 0.07825589 -0.0926314684 -6.335878e-02 0.01694191
[110,] -0.0505698785 0.07800933 -0.0919156969 -6.391217e-02 0.01692812
[111,] -0.0503578377 0.07781208 -0.0913430798 -6.435488e-02 0.01691709
[112,] -0.0502253122 0.07768880 -0.0909851940 -6.463157e-02 0.01691020
[113,] -0.0496422001 0.07714637 -0.0894104969 -6.584903e-02 0.01687986
[114,] -0.0490325829 0.07657928 -0.0877642225 -6.712182e-02 0.01684814
[115,] -0.0487145217 0.07628340 -0.0869052968 -6.778588e-02 0.01683159
[116,] -0.0485024809 0.07608615 -0.0863326796 -6.822859e-02 0.01682056
[117,] -0.0482904402 0.07588891 -0.0857600625 -6.867130e-02 0.01680953
[118,] -0.0480783994 0.07569166 -0.0851874453 -6.911401e-02 0.01679850
[119,] -0.0479723790 0.07559303 -0.0849011367 -6.933537e-02 0.01679298
[120,] -0.0479458739 0.07556838 -0.0848295596 -6.939071e-02 0.01679160
[121,] -0.0475748026 0.07522319 -0.0838274795 -7.016545e-02 0.01677230
[122,] -0.0473627618 0.07502594 -0.0832548624 -7.060816e-02 0.01676126
[123,] -0.0465676089 0.07428626 -0.0811075480 -7.226832e-02 0.01671989
[124,] -0.0459844968 0.07374382 -0.0795328509 -7.348578e-02 0.01668955
[125,] -0.0459579917 0.07371917 -0.0794612737 -7.354112e-02 0.01668818
[126,] -0.0458519713 0.07362054 -0.0791749651 -7.376247e-02 0.01668266
[127,] -0.0456929407 0.07347261 -0.0787455023 -7.409450e-02 0.01667439
[128,] -0.0453483744 0.07315208 -0.0778149994 -7.481391e-02 0.01665646
[129,] -0.0451893439 0.07300414 -0.0773855365 -7.514594e-02 0.01664818
[130,] -0.0451628388 0.07297948 -0.0773139594 -7.520128e-02 0.01664681
[131,] -0.0450038082 0.07283155 -0.0768844965 -7.553331e-02 0.01663853
[132,] -0.0449773031 0.07280689 -0.0768129194 -7.558865e-02 0.01663715
[133,] -0.0447122521 0.07256033 -0.0760971479 -7.614204e-02 0.01662336
[134,] -0.0446062317 0.07246171 -0.0758108393 -7.636339e-02 0.01661785
[135,] -0.0445002114 0.07236308 -0.0755245307 -7.658475e-02 0.01661233
[136,] -0.0442616655 0.07214118 -0.0748803364 -7.708280e-02 0.01659992
[137,] -0.0442351604 0.07211652 -0.0748087593 -7.713814e-02 0.01659854
[138,] -0.0441026349 0.07199324 -0.0744508736 -7.741483e-02 0.01659165
[139,] -0.0440231196 0.07191927 -0.0742361421 -7.758085e-02 0.01658751
[140,] -0.0438375839 0.07174668 -0.0737351021 -7.796822e-02 0.01657785
[141,] -0.0436255432 0.07154943 -0.0731624850 -7.841093e-02 0.01656682
[142,] -0.0435725330 0.07150012 -0.0730193307 -7.852160e-02 0.01656406
[143,] -0.0431219463 0.07108096 -0.0718025192 -7.946236e-02 0.01654062
[144,] -0.0426183495 0.07061250 -0.0704425535 -8.051380e-02 0.01651442
[145,] -0.0424328138 0.07043990 -0.0699415134 -8.090117e-02 0.01650477
[146,] -0.0420352374 0.07007006 -0.0688678563 -8.173125e-02 0.01648408
[147,] -0.0419292170 0.06997144 -0.0685815477 -8.195261e-02 0.01647857
[148,] -0.0418231966 0.06987281 -0.0682952391 -8.217396e-02 0.01647305
[149,] -0.0415581456 0.06962625 -0.0675794677 -8.262878e-02 0.01645926
[150,] -0.0413991150 0.06947832 -0.0671500048 -8.242572e-02 0.01645099
[151,] -0.0412135794 0.06930572 -0.0666489648 -8.218882e-02 0.01644133
[152,] -0.0409220233 0.06903451 -0.0658616162 -8.176055e-02 0.01642616
[153,] -0.0400738602 0.06824551 -0.0635711475 -8.000205e-02 0.01638204
[154,] -0.0397027889 0.06790032 -0.0625690675 -7.923271e-02 0.01636273
[155,] -0.0396497787 0.06785101 -0.0624259132 -7.912280e-02 0.01635997
[156,] -0.0392522022 0.06748117 -0.0613522561 -7.829850e-02 0.01633929
[157,] -0.0391991920 0.06743186 -0.0612091018 -7.818859e-02 0.01633653
[158,] -0.0390401614 0.06728392 -0.0607796389 -7.785888e-02 0.01632825
[159,] -0.0385100595 0.06679080 -0.0593480960 -7.675981e-02 0.01630067
[160,] -0.0384570493 0.06674149 -0.0592049417 -7.664991e-02 0.01629792
[161,] -0.0381389882 0.06644561 -0.0583460160 -7.599047e-02 0.01628137
[162,] -0.0378209270 0.06614974 -0.0574870902 -7.533103e-02 0.01626482
[163,] -0.0377944219 0.06612508 -0.0574155131 -7.527608e-02 0.01626344
[164,] -0.0377414117 0.06607577 -0.0572723588 -7.516617e-02 0.01626068
[165,] -0.0375823811 0.06592784 -0.0568428959 -7.483645e-02 0.01625241
[166,] -0.0371848047 0.06555799 -0.0557692388 -7.401215e-02 0.01623172
[167,] -0.0367607231 0.06516350 -0.0546240044 -7.313290e-02 0.01620966
[168,] -0.0366281977 0.06504022 -0.0542661187 -7.285813e-02 0.01620276
[169,] -0.0362836314 0.06471969 -0.0533356158 -7.214374e-02 0.01618484
[170,] -0.0361246008 0.06457175 -0.0529061530 -7.181402e-02 0.01617656
[171,] -0.0357800346 0.06425122 -0.0519756501 -7.109963e-02 0.01615864
[172,] -0.0357270244 0.06420191 -0.0518324958 -7.098973e-02 0.01615588
[173,] -0.0352499326 0.06375810 -0.0505441072 -7.000057e-02 0.01613106
[174,] -0.0348523562 0.06338826 -0.0494704500 -6.917627e-02 0.01611037
[175,] -0.0336861319 0.06230339 -0.0463210556 -6.675833e-02 0.01604969
[176,] -0.0335536064 0.06218011 -0.0459631699 -6.648356e-02 0.01604280
[177,] -0.0334740912 0.06210614 -0.0457484385 -6.631870e-02 0.01603866
[178,] -0.0330235045 0.06168698 -0.0445316270 -6.538450e-02 0.01601522
[179,] -0.0324668975 0.06132114 -0.0430285070 -6.423048e-02 0.01598626
[180,] -0.0323873822 0.06128094 -0.0428137755 -6.406562e-02 0.01598212
[181,] -0.0321753414 0.06117374 -0.0422411584 -6.362600e-02 0.01597109
[182,] -0.0318307752 0.06099953 -0.0413106555 -6.291161e-02 0.01595316
[183,] -0.0318042701 0.06098613 -0.0412390783 -6.285665e-02 0.01595179
[184,] -0.0315922293 0.06087893 -0.0406664612 -6.241703e-02 0.01594075
[185,] -0.0303994999 0.06027591 -0.0374454897 -5.994413e-02 0.01587870
[186,] -0.0303199847 0.06023571 -0.0372307582 -5.977927e-02 0.01587456
[187,] -0.0297898827 0.05996771 -0.0357992153 -5.868021e-02 0.01584698
[188,] -0.0294453165 0.05979350 -0.0348687125 -5.796582e-02 0.01582905
[189,] -0.0292597808 0.05969970 -0.0343676724 -5.758115e-02 0.01581940
[190,] -0.0288091941 0.05947189 -0.0331508610 -5.664694e-02 0.01579596
[191,] -0.0286236585 0.05937809 -0.0326498210 -5.626227e-02 0.01578630
[192,] -0.0282790922 0.05943044 -0.0317193181 -5.554788e-02 0.01576838
[193,] -0.0282260820 0.05951234 -0.0315761638 -5.543797e-02 0.01576562
[194,] -0.0280670514 0.05975804 -0.0311467009 -5.510825e-02 0.01575735
[195,] -0.0276694750 0.06037230 -0.0300730437 -5.428395e-02 0.01573666
[196,] -0.0271128680 0.06123226 -0.0285699237 -5.312994e-02 0.01588807
[197,] -0.0269008272 0.06155986 -0.0279973065 -5.269031e-02 0.01601844
[198,] -0.0268743221 0.06160081 -0.0279257294 -5.263536e-02 0.01603474
[199,] -0.0259996539 0.06295217 -0.0255636836 -5.082190e-02 0.01657252
[200,] -0.0254165418 0.06385308 -0.0239889864 -4.961293e-02 0.01693105
[201,] -0.0247009042 0.06495874 -0.0220564035 -4.812920e-02 0.01737105
[202,] -0.0236937105 0.06651485 -0.0193364720 -4.604097e-02 0.01799032
[203,] -0.0234021544 0.06696530 -0.0185491234 -4.543649e-02 0.01816958
[204,] -0.0233491442 0.06704720 -0.0184059691 -4.532658e-02 0.01820217
[205,] -0.0230310831 0.06753861 -0.0175470434 -4.466714e-02 0.01839773
[206,] -0.0221564149 0.06888997 -0.0151849976 -4.285369e-02 0.01893552
[207,] -0.0219708792 0.06917662 -0.0146839576 -4.246902e-02 0.01904959
[208,] -0.0214142722 0.07003658 -0.0131808376 -4.131500e-02 0.01939182
[209,] -0.0208046550 0.07097844 -0.0115345632 -4.005108e-02 0.01976664
[210,] -0.0207781499 0.07101939 -0.0114629861 -3.999612e-02 0.01978293
[211,] -0.0204865938 0.07146984 -0.0106756375 -3.939164e-02 0.01996220
[212,] -0.0204335836 0.07155174 -0.0105324832 -3.928173e-02 0.01999479
[213,] -0.0202480479 0.07183839 -0.0100314432 -3.889706e-02 0.02010886
[214,] -0.0202215428 0.07187934 -0.0099598660 -3.884211e-02 0.02012516
[215,] -0.0198239664 0.07249360 -0.0088862089 -3.801781e-02 0.02036961
[216,] -0.0197179460 0.07265740 -0.0085999003 -3.779800e-02 0.02043479
[217,] -0.0172794771 0.07642483 -0.0020148029 -3.274230e-02 0.02193407
[218,] -0.0171734567 0.07658863 -0.0017284944 -3.252249e-02 0.02199926
[219,] -0.0160602427 0.07830855 0.0012777457 -3.021445e-02 0.02268371
[220,] -0.0156361611 0.07896375 0.0024229800 -2.933520e-02 0.02294445
[221,] -0.0149470286 0.08002846 0.0042839858 -2.790642e-02 0.02336816
[222,] -0.0149205235 0.08006941 0.0043555629 -2.785147e-02 0.02338446
[223,] -0.0143904216 0.08088842 0.0057871058 -2.675240e-02 0.02371039
[224,] -0.0141253706 0.08129792 0.0065028773 -2.620287e-02 0.02387335
[225,] -0.0137012891 0.08195313 0.0076481116 -2.532362e-02 0.02413410
[226,] -0.0129061362 0.08318164 0.0097954260 -2.367502e-02 0.02462299
[227,] -0.0120049629 0.08457395 0.0122290489 -2.180662e-02 0.02517707
[228,] -0.0119519527 0.08465585 0.0123722032 -2.169671e-02 0.02520967
[229,] -0.0116603966 0.08510631 0.0131595518 -2.109222e-02 0.02539361
[230,] -0.0102291214 0.08731762 0.0170247176 -1.812475e-02 0.02699424
[231,] -0.0066244283 0.09288687 0.0267592093 -1.065112e-02 0.03102546
[232,] -0.0026751689 0.09898847 0.0374242039 -2.463090e-03 0.03544201
[233,] -0.0021185618 0.09984843 0.0389273239 -1.309073e-03 0.03606448
[234,] -0.0014824395 0.10083124 0.0406451754 9.803545e-06 0.03677587
[235,] 0.0008765141 0.10447582 0.0470155413 4.900638e-03 0.03941395
[236,] 0.0022282740 0.10656428 0.0506659757 7.703251e-03 0.04092566
[237,] 0.0031294473 0.10795660 0.0530995986 9.571660e-03 0.04193346
[238,] 0.0035005186 0.10852990 0.0541016786 1.034100e-02 0.04234844
[239,] 0.0042956715 0.10975841 0.0562489930 1.198960e-02 0.04323768
[240,] 0.0051173295 0.11102787 0.0584678845 1.369315e-02 0.04415656
[241,] 0.0054353907 0.11151928 0.0593268102 1.435259e-02 0.04451226
[242,] 0.0130158483 0.12323107 0.0797978737 3.150832e-02 0.05298967
[243,] 0.0134134248 0.12384533 0.0808715308 3.254108e-02 0.05343429
[244,] 0.0192445460 0.13285440 0.0966185027 4.768816e-02 0.06387661
>
> p04 <- vapply(l04Sqr, predict, FUN.VALUE=newd, newdata = newd)
> cat("Predict f=sqrt, L=10 vs L=4:\n"); aePrt(p10, p04)
Predict f=sqrt, L=10 vs L=4:
relative
0.00353
>
>
> ### 2. original from ../man/cvx.lse.con.reg.Rd (w/ n = 50)
> ### 3. and from ../man/cvx.lse.reg.Rd ---------------------------------------------------
>
> doConreg <- function(d) doEst(d, cvx.lse.con.reg)
> doLseReg <- function(d) doEst(d, cvx.lse.reg)
>
> ConR.sqr <- lapply(d.sqr, doConreg) ## warnings:
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.002
user.self sys.self elapsed
0.002 0.001 0.003
user.self sys.self elapsed
0.004 0.000 0.008
user.self sys.self elapsed
0.004 0.000 0.004
user.self sys.self elapsed
0.005 0.000 0.005
user.self sys.self elapsed
0.006 0.000 0.006
user.self sys.self elapsed
0.008 0.000 0.008
user.self sys.self elapsed
0.01 0.00 0.01
user.self sys.self elapsed
0.014 0.004 0.018
user.self sys.self elapsed
0.023 0.004 0.027
Warning messages:
1: In diff(fit)/diff(t) :
longer object length is not a multiple of shorter object length
2: In z - fit :
longer object length is not a multiple of shorter object length
3: In z - fit :
longer object length is not a multiple of shorter object length
> ## 1: In diff(fit)/diff(x) :
> ## longer object length is not a multiple of shorter object length
>
> ## ==> reason: for n=512 -- two x[]s are _merged_ -> new n = 509 (one w[] = 2) but code
> ## ------ uses diff(fit)/diff(x) where it should use diff(fit)/diff(out$x) !!!!! BUG
> ## BUG fix must lead to different result structures !! ===> look at smooth.spline() how to do
> ## =====================================================================
> ## Also fastmerge() should/could profit from smooth.spline() and vice versa ! !
> ##
> ConR.exp <- lapply(d.exp, doConreg)
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.005
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.004 0.000 0.003
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.004 0.000 0.004
user.self sys.self elapsed
0.005 0.000 0.006
user.self sys.self elapsed
0.007 0.000 0.008
user.self sys.self elapsed
0.01 0.00 0.01
user.self sys.self elapsed
0.012 0.000 0.013
>
> LseR.sqr <- lapply(d.sqr, doLseReg) # no warnings
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.005 0.000 0.006
user.self sys.self elapsed
0.015 0.000 0.025
user.self sys.self elapsed
0.054 0.000 0.054
user.self sys.self elapsed
0.185 0.003 0.200
user.self sys.self elapsed
0.622 0.009 0.816
> LseR.exp <- lapply(d.exp, doLseReg) # no warnings
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.006 0.000 0.005
user.self sys.self elapsed
0.014 0.000 0.015
user.self sys.self elapsed
0.053 0.000 0.054
user.self sys.self elapsed
0.208 0.004 0.310
user.self sys.self elapsed
0.626 0.008 0.714
>
> CRSqr <- lapply(ConR.sqr, `[[`, "fit")
> prMilli(t(sapply(ConR.sqr, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=4 2 . 3
n=6 1 . 1
n=9 2 . 1
n=13 2 . 2
n=20 3 . 2
n=30 2 1 3
n=44 4 . 8
n=67 4 . 4
n=100 5 . 5
n=150 6 . 6
n=220 8 . 8
n=340 10 . 10
n=510 14 4 18
n=760 23 4 27
>
> CRExp <- lapply(ConR.exp, `[[`, "fit")
> prMilli(t(sapply(ConR.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . 1
n=6 1 . 1
n=9 2 . 2
n=13 2 . 5
n=20 2 . 3
n=30 1 . 1
n=44 2 . 2
n=67 4 . 3
n=100 2 . 2
n=150 4 . 4
n=220 5 . 6
n=340 7 . 8
n=510 10 . 10
n=760 12 . 13
>
> if(FALSE) { ## FAILS -- because of the above BUG!
+ if(do.pdf) pdf("cvxConR_sqr.pdf"); invisible( lapply(CRSqr, plot) ) ; if(do.pdf) dev.off()
+ }
> if(do.pdf) pdf("cvxConR_exp.pdf"); invisible( lapply(CRExp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> str(pSq <- vapply(CRSqr, predict, FUN.VALUE=newd, newdata = newd))
num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
> pSq # default 7 digits
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.0156298120 -0.29926447 0.1776656 0.15578775 0.4182919 0.19504677 0.2273278 0.07640873 0.1866759094
[2,] -0.0044657678 -0.34077336 0.1624505 0.13653101 0.4279408 0.17325271 0.2130848 0.07708918 0.1648773449
[3,] -0.0031767235 -0.34556614 0.1651785 0.13430755 0.4290549 0.17073628 0.2114403 0.07716775 0.1623604684
[4,] -0.0002073179 -0.35660664 0.1714627 0.12918565 0.4316212 0.16493951 0.2076519 0.07734874 0.1565627131
[5,] 0.0018643604 -0.36430932 0.1758470 0.12561223 0.4334117 0.16089525 0.2050089 0.07747501 0.1525177676
[6,] 0.0045575423 -0.37432281 0.1815466 0.12096679 0.4357393 0.15563772 0.2015729 0.07763917 0.1472592002
[7,] 0.0046956542 -0.37483632 0.1818389 0.12072857 0.4358587 0.15536810 0.2013967 0.07764759 0.1469895258
[8,] 0.0065141273 -0.38159756 0.1856874 0.11759190 0.4374304 0.15181814 0.1990767 0.07775842 0.1434388120
[9,] 0.0085167497 -0.38904348 0.1899255 0.11413760 0.4391612 0.14790869 0.1965218 0.07788049 0.1395285323
[10,] 0.0116012486 -0.38332274 0.1964533 0.10881719 0.4418270 0.14188724 0.1925866 0.07806849 0.1335058027
[11,] 0.0124069012 -0.38079593 0.1981583 0.10742753 0.4425234 0.14031447 0.1915587 0.07811759 0.1319327017
[12,] 0.0124989758 -0.38050715 0.1983531 0.10726872 0.4426029 0.14013473 0.1914413 0.07812321 0.1317529187
[13,] 0.0127521810 -0.37971301 0.1988890 0.10683197 0.4428218 0.13964043 0.1911182 0.07813864 0.1312585155
[14,] 0.0133046285 -0.37798034 0.2000582 0.10587906 0.4432992 0.13856196 0.1904134 0.07817231 0.1301798177
[15,] 0.0138800947 -0.37617547 0.2012760 0.10488645 0.4437966 0.13743856 0.1896792 0.07820738 0.1290561750
[16,] 0.0145246169 -0.37415403 0.2026400 0.10377472 0.4443536 0.13618034 0.1888570 0.07824667 0.1277977104
[17,] 0.0158366798 -0.37003893 0.2054168 0.10151157 0.4454876 0.13361898 0.1871830 0.07832664 0.1252358274
[18,] 0.0161589409 -0.36902821 0.2060988 0.10095571 0.4457662 0.13298987 0.1867719 0.07834628 0.1246065930
[19,] 0.0166193138 -0.36758431 0.2070731 0.10016162 0.4461640 0.13209115 0.1861846 0.07837434 0.1237076867
[20,] 0.0200951297 -0.35668293 0.2144290 0.09416625 0.4491681 0.12530578 0.1817501 0.07858619 0.1169209441
[21,] 0.0202562602 -0.35617757 0.2147700 0.09388832 0.4493074 0.12499123 0.1815446 0.07859601 0.1166063269
[22,] 0.0222358639 -0.34996883 0.2189594 0.09047373 0.4510183 0.12112672 0.1790190 0.07871667 0.1127410297
[23,] 0.0237550947 -0.34520398 0.2221746 0.08785322 0.4523313 0.11816093 0.1770808 0.07880927 0.1097746389
[24,] 0.0241233931 -0.34404887 0.2229540 0.08721795 0.4526496 0.11744195 0.1766109 0.07883171 0.1090555139
[25,] 0.0253203628 -0.34029475 0.2254872 0.08515331 0.4536842 0.11510527 0.1750838 0.07890467 0.1067185778
[26,] 0.0261950714 -0.33755135 0.2273383 0.08364453 0.4544401 0.11339769 0.1739679 0.07895798 0.1050106884
[27,] 0.0270697800 -0.33480796 0.2291895 0.08213575 0.4551961 0.11169011 0.1728519 0.07901130 0.1033027975
[28,] 0.0280365632 -0.33177578 0.2312355 0.08046816 0.4560317 0.10980279 0.1716185 0.07907022 0.1014151010
[29,] 0.0283358057 -0.33083725 0.2318688 0.07995200 0.4562903 0.10921862 0.1712367 0.07908846 0.1008308139
[30,] 0.0286350481 -0.32989872 0.2325020 0.07943584 0.4565490 0.10863445 0.1708550 0.07910670 0.1002465269
[31,] 0.0287041040 -0.32968214 0.2326482 0.07931672 0.4566086 0.10849964 0.1707669 0.07911091 0.1001116914
[32,] 0.0290263651 -0.32867142 0.2333302 0.07876086 0.4568872 0.10787054 0.1703557 0.07913055 0.0994824593
[33,] 0.0290493837 -0.32859922 0.2333789 0.07872115 0.4569071 0.10782560 0.1703264 0.07913196 0.0994375141
[34,] 0.0290954210 -0.32845483 0.2334763 0.07864174 0.4569468 0.10773573 0.1702676 0.07913476 0.0993476238
[35,] 0.0306606891 -0.32354560 0.2367889 0.07594183 0.4582997 0.10468007 0.1682707 0.07923017 0.0962913532
[36,] 0.0309829502 -0.32253487 0.2374709 0.07538596 0.4585782 0.10405096 0.1678595 0.07924981 0.0956621210
[37,] 0.0321569012 -0.31885295 0.2399553 0.07336102 0.4595928 0.10175921 0.1663618 0.07932137 0.0933699181
[38,] 0.0322489758 -0.31856417 0.2401502 0.07320221 0.4596724 0.10157947 0.1662443 0.07932698 0.0931901374
[39,] 0.0324101064 -0.31805881 0.2404912 0.07292427 0.4598116 0.10126492 0.1660388 0.07933680 0.0928755213
[40,] 0.0329165166 -0.31647053 0.2415629 0.07205077 0.4602493 0.10027632 0.1653927 0.07936767 0.0918867279
[41,] 0.0330776471 -0.31596516 0.2419039 0.07177284 0.4603886 0.09996177 0.1651871 0.07937749 0.0915721118
[42,] 0.0336531133 -0.31416030 0.2431218 0.07078022 0.4608859 0.09883836 0.1644530 0.07941256 0.0904484829
[43,] 0.0339753744 -0.31314957 0.2438038 0.07022436 0.4611645 0.09820925 0.1640418 0.07943221 0.0898192507
[44,] 0.0341365050 -0.31264421 0.2441448 0.06994642 0.4613037 0.09789470 0.1638362 0.07944203 0.0895046347
[45,] 0.0344587660 -0.31163349 0.2448268 0.06939056 0.4615823 0.09726559 0.1634251 0.07946167 0.0888754025
[46,] 0.0348500830 -0.31040618 0.2456549 0.06871558 0.4619205 0.09650168 0.1629259 0.07948552 0.0881113348
[47,] 0.0349651763 -0.31004520 0.2458985 0.06851706 0.4620199 0.09627700 0.1627790 0.07949254 0.0878866090
[48,] 0.0363232765 -0.30578572 0.2487726 0.06617448 0.4631937 0.09362576 0.1610464 0.07957531 0.0852348448
[49,] 0.0363462952 -0.30571353 0.2488213 0.06613478 0.4632136 0.09358083 0.1610170 0.07957672 0.0851898997
[50,] 0.0386251413 -0.29856626 0.2536440 0.06220402 0.4651832 0.08913214 0.1581097 0.07971561 0.0807403293
[51,] 0.0389474024 -0.29755554 0.2543260 0.06164815 0.4654617 0.08850304 0.1576985 0.07973526 0.0801110971
[52,] 0.0392466448 -0.29661701 0.2549593 0.06113199 0.4657203 0.08791886 0.1573168 0.07975349 0.0795268100
[53,] 0.0394538126 -0.29596725 0.2553977 0.06077465 0.4658994 0.08751444 0.1570525 0.07976612 0.0791223036
[54,] 0.0399832415 -0.29430678 0.2565182 0.05986144 0.4663569 0.08648091 0.1563770 0.07979839 0.0780885651
[55,] 0.0400753161 -0.29401800 0.2567130 0.05970262 0.4664365 0.08630116 0.1562596 0.07980400 0.0779087844
[56,] 0.0402364467 -0.29351264 0.2570540 0.05942469 0.4665758 0.08598661 0.1560540 0.07981382 0.0775941683
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[199,] 0.0759153511 -0.18161087 0.3325615 0.06060276 0.4974122 0.10267925 0.1570723 0.08198848 0.0079293072
[200,] 0.0764217613 -0.18002258 0.3336332 0.06171924 0.4978499 0.10385654 0.1576855 0.08201935 0.0069405145
[201,] 0.0770432648 -0.17807333 0.3349485 0.06308947 0.4983870 0.10530139 0.1584380 0.08205723 0.0057270014
[202,] 0.0779179735 -0.17532993 0.3367997 0.06501794 0.4991430 0.10733488 0.1594971 0.08211054 0.0040190956
[203,] 0.0781711786 -0.17453578 0.3373355 0.06557618 0.4993619 0.10792353 0.1598037 0.08212598 0.0035247019
[204,] 0.0782172159 -0.17439139 0.3374330 0.06567767 0.4994016 0.10803055 0.1598594 0.08212878 0.0034348121
[205,] 0.0784934397 -0.17352506 0.3380175 0.06628666 0.4996404 0.10867271 0.1601938 0.08214562 0.0028954734
[206,] 0.0792530550 -0.17114263 0.3396251 0.06796139 0.5002969 0.11043864 0.1611136 0.08219192 0.0014122921
[207,] 0.0794141856 -0.17063727 0.3399661 0.06831663 0.5004362 0.11081323 0.1613087 0.08220174 0.0010976779
[208,] 0.0798975772 -0.16912118 0.3409891 0.06938236 0.5008539 0.11193701 0.1618940 0.08223120 0.0001538352
[209,] 0.0804270061 -0.16746070 0.3421095 0.07054959 0.5013115 0.11316781 0.1625350 0.08226347 -0.0008798972
[210,] 0.0804500247 -0.16738850 0.3421583 0.07060034 0.5013314 0.11322132 0.1625629 0.08226487 -0.0009248421
[211,] 0.0807032299 -0.16659436 0.3426941 0.07115858 0.5015502 0.11380996 0.1628694 0.08228031 -0.0014192359
[212,] 0.0807492672 -0.16644997 0.3427915 0.07126008 0.5015900 0.11391699 0.1629252 0.08228311 -0.0015091256
[213,] 0.0809103977 -0.16594461 0.3431325 0.07161533 0.5017293 0.11429158 0.1631203 0.08229293 -0.0018237398
[214,] 0.0809334163 -0.16587241 0.3431813 0.07166608 0.5017492 0.11434509 0.1631481 0.08229434 -0.0018686847
[215,] 0.0812786961 -0.16478949 0.3439120 0.07242731 0.5020476 0.11514779 0.1635662 0.08231538 -0.0025428581
[216,] 0.0813707707 -0.16450071 0.3441068 0.07263031 0.5021272 0.11536184 0.1636777 0.08232099 -0.0027226376
[217,] 0.0834884863 -0.15785879 0.3485886 0.07729924 0.5039575 0.12028505 0.1662418 0.08245007 -0.0068575673
[218,] 0.0835805609 -0.15757002 0.3487834 0.07750223 0.5040371 0.12049910 0.1663533 0.08245568 -0.0070373469
[219,] 0.0845473441 -0.15453784 0.3508294 0.07963370 0.5048726 0.12274670 0.1675238 0.08251461 -0.0089250322
[220,] 0.0849156424 -0.15338272 0.3516089 0.08044569 0.5051909 0.12360292 0.1679698 0.08253706 -0.0096441504
[221,] 0.0855141273 -0.15150566 0.3528754 0.08176517 0.5057082 0.12499429 0.1686944 0.08257353 -0.0108127332
[222,] 0.0855371459 -0.15143346 0.3529242 0.08181592 0.5057281 0.12504780 0.1687223 0.08257494 -0.0108576791
[223,] 0.0859975189 -0.14998957 0.3538985 0.08283090 0.5061260 0.12611809 0.1692797 0.08260300 -0.0117565973
[224,] 0.0862277054 -0.14926762 0.3543856 0.08333839 0.5063249 0.12665323 0.1695585 0.08261703 -0.0122060565
[225,] 0.0865960038 -0.14811250 0.3551650 0.08415038 0.5066432 0.12750945 0.1700044 0.08263948 -0.0129252122
[226,] 0.0872865632 -0.14594666 0.3566265 0.08567286 0.5072401 0.12911488 0.1708405 0.08268157 -0.0142736756
[227,] 0.0880691972 -0.14349204 0.3582828 0.08739833 0.5079165 0.13093436 0.1717881 0.08272927 -0.0158018898
[228,] 0.0881152345 -0.14334765 0.3583802 0.08749983 0.5079563 0.13104138 0.1718439 0.08273207 -0.0158917681
[229,] 0.0883684397 -0.14255351 0.3589160 0.08805807 0.5081751 0.13163004 0.1721504 0.08274751 -0.0163860984
[230,] 0.0896114466 -0.13865499 0.3615466 0.09079853 0.5092494 0.13451953 0.1736555 0.08282327 -0.0188129403
[231,] 0.0927419828 -0.12883650 0.3681718 0.09770042 0.5119550 0.14179720 0.1774459 0.08301408 -0.0249254995
[232,] 0.0961717613 -0.11807948 0.3754303 0.10526206 0.5149193 0.14977066 0.1815986 0.08322313 -0.0316224322
[233,] 0.0966551529 -0.11656339 0.3764533 0.10632779 0.5153371 0.15089443 0.1821839 0.08325259 -0.0325663204
[234,] 0.0972076005 -0.11483072 0.3776224 0.10754577 0.5158146 0.15217875 0.1828527 0.08328626 -0.0336450499
[235,] 0.0992562602 -0.10840539 0.3819580 0.11206245 0.5175852 0.15694142 0.1853332 0.08341113 -0.0376451968
[236,] 0.1004302112 -0.10472345 0.3844424 0.11465066 0.5185998 0.15967059 0.1867546 0.08348268 -0.0399374008
[237,] 0.1012128452 -0.10029692 0.3860987 0.11637614 0.5192762 0.16149003 0.1877022 0.08353038 -0.0414655367
[238,] 0.1015351063 -0.09821863 0.3867807 0.11708662 0.5195547 0.16223922 0.1880924 0.08355003 -0.0420947692
[239,] 0.1022256657 -0.09376515 0.3882422 0.11860910 0.5201516 0.16384461 0.1889285 0.08359212 -0.0434431245
[240,] 0.1029392438 -0.08916322 0.3897523 0.12018233 0.5207683 0.16550352 0.1897925 0.08363561 -0.0448363287
[241,] 0.1032154676 -0.08738183 0.3903369 0.12079132 0.5210070 0.16614568 0.1901269 0.08365245 -0.0453755938
[242,] 0.1097988009 -0.04492532 0.4042692 0.13530560 0.5266969 0.18145043 0.1980979 0.08405371 -0.0470301792
[243,] 0.1101440807 -0.04269858 0.4050000 0.13606683 0.5269953 0.18225313 0.1985160 0.08407476 -0.0469176406
[244,] 0.1152081832 -0.01003974 0.4157172 0.14723166 0.5313721 0.19402602 0.2046476 0.08438342 -0.0298272107
n=150 n=220 n=340 n=510 n=760
[1,] 0.1208949468 0.15335812 0.1101188171 0.1034760627 0.06738191
[2,] 0.0914132179 0.14136551 0.0775987410 0.0727443023 0.02536250
[3,] 0.0880091557 0.13998087 0.0738438181 0.0724488217 0.02051081
[4,] 0.0801676551 0.13679122 0.0651938346 0.0649906972 0.02020959
[5,] 0.0746968379 0.13456578 0.0591592844 0.0591344084 0.02008553
[6,] 0.0675847755 0.13167269 0.0513141625 0.0516961237 0.01992424
[7,] 0.0672200543 0.13152432 0.0509118444 0.0483794897 0.01991597
[8,] 0.0624178440 0.12957083 0.0456150863 0.0479756766 0.01980707
[9,] 0.0571295539 0.12741957 0.0397813781 0.0406107547 0.01968714
[10,] 0.0489842867 0.12410620 0.0307963284 0.0385838232 0.01950242
[11,] 0.0468567022 0.12324076 0.0284495216 0.0366777919 0.01945418
[12,] 0.0466135497 0.12314186 0.0281813151 0.0365581882 0.01944867
[13,] 0.0459448804 0.12286987 0.0274437472 0.0360439313 0.01943350
[14,] 0.0444859653 0.12227643 0.0258345489 0.0335452594 0.01940042
[15,] 0.0429662622 0.12165826 0.0241583709 0.0306641745 0.01936595
[16,] 0.0412641946 0.12096591 0.0222810498 0.0285846732 0.01932735
[17,] 0.0377992715 0.11955650 0.0184590444 0.0277796404 0.01924878
[18,] 0.0369482458 0.11921033 0.0175203063 0.0277394009 0.01922948
[19,] 0.0357325066 0.11871579 0.0161792518 0.0264530816 0.01920191
[20,] 0.0265536762 0.11498209 0.0060543625 0.0172709808 0.01899375
[21,] 0.0261281675 0.11480901 0.0055850372 0.0171112512 0.01898411
[22,] 0.0209004892 0.11268239 -0.0001816575 0.0101687111 0.01886555
[23,] 0.0168885500 0.11105048 -0.0046068386 0.0096200045 0.01877458
[24,] 0.0159159587 0.11065487 -0.0056795638 0.0086709245 0.01875252
[25,] 0.0127550467 0.10936903 -0.0091663135 0.0028047317 0.01868084
[26,] 0.0104451878 0.10842936 -0.0117143487 0.0013189430 0.01862846
[27,] 0.0081353243 0.10748971 -0.0142623838 -0.0001436083 0.01857607
[28,] 0.0055820159 0.10645120 -0.0170785377 -0.0019841974 0.01851818
[29,] 0.0047917947 0.10612976 -0.0179501846 -0.0021046490 0.01850026
[30,] 0.0040015735 0.10580832 -0.0188218315 -0.0022251006 0.01848234
[31,] 0.0038192148 0.10573414 -0.0190229861 -0.0022528971 0.01847820
[32,] 0.0029682073 0.10538798 -0.0199618275 -0.0047975552 0.01845890
[33,] 0.0029074210 0.10536325 -0.0200288839 -0.0048211068 0.01845752
[34,] 0.0027858485 0.10531380 -0.0201629965 -0.0048682099 0.01845476
[35,] -0.0013476163 0.10363243 -0.0247225134 -0.0070335704 0.01836103
[36,] -0.0021986238 0.10328626 -0.0256611675 -0.0078479532 0.01834173
[37,] -0.0052987224 0.10202518 -0.0290808539 -0.0270653053 0.01827142
[38,] -0.0055418674 0.10192627 -0.0293490685 -0.0271880243 0.01826590
[39,] -0.0059673712 0.10175317 -0.0298184438 -0.0274027826 0.01825625
[40,] -0.0073046686 0.10120918 -0.0312935752 -0.0280777373 0.01822593
[41,] -0.0077301723 0.10103609 -0.0317629348 -0.0282924955 0.01821628
[42,] -0.0092498285 0.10041792 -0.0334392191 -0.0290594894 0.01818182
[43,] -0.0101008360 0.10007174 -0.0343779383 -0.0294890060 0.01816252
[44,] -0.0105263398 0.09989865 -0.0348472979 -0.0297037643 0.01815287
[45,] -0.0113773472 0.09955248 -0.0357860172 -0.0301332809 0.01813357
[46,] -0.0124107182 0.09913212 -0.0369258905 -0.0306548368 0.01811013
[47,] -0.0127146583 0.09900848 -0.0372611655 -0.0308082355 0.01810324
[48,] -0.0163011043 0.09754959 -0.0412172235 -0.0326183411 0.01802191
[49,] -0.0163618914 0.09752487 -0.0412842747 -0.0326490209 0.01802053
[50,] -0.0223797851 0.09507691 -0.0479223987 -0.0356863167 0.01788406
[51,] -0.0232308002 0.09473074 -0.0488611106 -0.0358936142 0.01786476
[52,] -0.0240210285 0.09440928 -0.0497327923 -0.0359548930 0.01784684
[53,] -0.0245681096 0.09418673 -0.0503362544 -0.0359973167 0.01783443
[54,] -0.0259662080 0.09361803 -0.0518784450 -0.0361057330 0.01780273
[55,] -0.0262093560 0.09351912 -0.0521466537 -0.0361245880 0.01779722
[56,] -0.0266348649 0.09334604 -0.0526160188 -0.0361575842 0.01778757
[57,] -0.0266956519 0.09332131 -0.0526830709 -0.0361622980 0.01778619
[58,] -0.0285192618 0.09257950 -0.0546946358 -0.0363037105 0.01774483
[59,] -0.0324704165 0.09097226 -0.0590529999 -0.0366101043 0.01765523
[60,] -0.0327135645 0.09087336 -0.0593212065 -0.0366289593 0.01764972
[61,] -0.0337469434 0.09045300 -0.0604610846 -0.0367357643 0.01762628
[62,] -0.0338685174 0.09040354 -0.0605951879 -0.0367789186 0.01762352
[63,] -0.0339900914 0.09035409 -0.0607292912 -0.0368220729 0.01762077
[64,] -0.0341116654 0.09030463 -0.0608633945 -0.0368652273 0.01761801
[65,] -0.0345371744 0.09013154 -0.0613327553 -0.0370162673 0.01760836
[66,] -0.0369078672 0.08916719 -0.0639477668 -0.0403112777 0.01755460
[67,] -0.0369686542 0.08914247 -0.0640148188 -0.0403494870 0.01755322
[68,] -0.0370902282 0.08909301 -0.0641489228 -0.0404259056 0.01755046
[69,] -0.0406158739 0.08765884 -0.0680379309 -0.0470057206 0.01747051
[70,] -0.0423786968 0.08694176 -0.0699824353 -0.0499970742 0.01743053
[71,] -0.0426218448 0.08684286 -0.0702506428 -0.0501563564 0.01742502
[72,] -0.0431689278 0.08662031 -0.0708541097 -0.0505147412 0.01741261
[73,] -0.0434120757 0.08652140 -0.0711223172 -0.0506740234 0.01740710
[74,] -0.0435944367 0.08644722 -0.0713234728 -0.0507934850 0.01740296
[75,] -0.0443846677 0.08612577 -0.0721951472 -0.0513111521 0.01738504
[76,] -0.0447493897 0.08597741 -0.0725974585 -0.0515500753 0.01737677
[77,] -0.0458435556 0.08553233 -0.0738043922 -0.0522668451 0.01735196
[78,] -0.0467553605 0.08516143 -0.0748101704 -0.0528641532 0.01733128
[79,] -0.0469985085 0.08506252 -0.0750783779 -0.0530234353 0.01732577
[80,] -0.0475455914 0.08483998 -0.0756818448 -0.0533818202 0.01731336
[81,] -0.0477279524 0.08476580 -0.0758829848 -0.0535012818 0.01730922
[82,] -0.0494299883 0.08407345 -0.0777604224 -0.0545183280 0.01727063
[83,] -0.0494907753 0.08404872 -0.0778274741 -0.0545379105 0.01726925
[84,] -0.0499162843 0.08387563 -0.0782968365 -0.0546749884 0.01725960
[85,] -0.0505241542 0.08362837 -0.0789673541 -0.0548708139 0.01724581
[86,] -0.0505849412 0.08360364 -0.0790344059 -0.0548903964 0.01724444
[87,] -0.0507673022 0.08352946 -0.0792355612 -0.0549491440 0.01724030
[88,] -0.0528340601 0.08268875 -0.0815153212 -0.0556149507 0.01719343
[89,] -0.0535027170 0.08241675 -0.0822528906 -0.0558303587 0.01717827
[90,] -0.0536242910 0.08236730 -0.0823869941 -0.0558695238 0.01717551
[91,] -0.0537458650 0.08231784 -0.0825210976 -0.0559086889 0.01717275
[92,] -0.0538066520 0.08229312 -0.0825881494 -0.0559282715 0.01717138
[93,] -0.0540498000 0.08219421 -0.0828563565 -0.0560439056 0.01716586
[94,] -0.0540504955 0.08137822 -0.0850690647 -0.0605560423 0.01712037
[95,] -0.0539182426 0.08125459 -0.0854043235 -0.0610349262 0.01711348
[96,] -0.0537595392 0.08110623 -0.0858066341 -0.0616095868 0.01710521
[97,] -0.0530982749 0.08048806 -0.0874829282 -0.0640040062 0.01707074
[98,] -0.0528866703 0.08029024 -0.0880193423 -0.0647702204 0.01705972
[99,] -0.0525428129 0.07996879 -0.0888910152 -0.0660153184 0.01704180
[100,] -0.0523312083 0.07977098 -0.0894274293 -0.0667815326 0.01703077
[101,] -0.0520667026 0.07952371 -0.0900979470 -0.0673773793 0.01701698
[102,] -0.0519873509 0.07944953 -0.0902991023 -0.0674813987 0.01701285
[103,] -0.0519344497 0.07940008 -0.0904332058 -0.0675507450 0.01701009
[104,] -0.0516963946 0.07917753 -0.0910366717 -0.0678628033 0.01699768
[105,] -0.0515905923 0.07907863 -0.0913048790 -0.0680014959 0.01699217
[106,] -0.0513789877 0.07888081 -0.0918412954 -0.0682788810 0.01698114
[107,] -0.0512731854 0.07878190 -0.0921095029 -0.0684175736 0.01697563
[108,] -0.0510351303 0.07855936 -0.0927129680 -0.0687296319 0.01696322
[109,] -0.0506383717 0.07818846 -0.0926238445 -0.0692497290 0.01694254
[110,] -0.0503738660 0.07794119 -0.0919074982 -0.0695964605 0.01692876
[111,] -0.0501622614 0.07774337 -0.0913344211 -0.0698738456 0.01691773
[112,] -0.0500300086 0.07761974 -0.0909762479 -0.0700472113 0.01691084
[113,] -0.0494480954 0.07707575 -0.0894002858 -0.0708100205 0.01688051
[114,] -0.0488397312 0.07650703 -0.0877526890 -0.0716036703 0.01684881
[115,] -0.0485223238 0.07621031 -0.0868930733 -0.0716666455 0.01683226
[116,] -0.0483107188 0.07601249 -0.0863199962 -0.0717086290 0.01682124
[117,] -0.0480991139 0.07581468 -0.0857469191 -0.0717506125 0.01681021
[118,] -0.0478875089 0.07561686 -0.0851738405 -0.0717925960 0.01679918
[119,] -0.0477817066 0.07551796 -0.0848873006 -0.0718135878 0.01679367
[120,] -0.0477552564 0.07549323 -0.0848156656 -0.0718188357 0.01679229
[121,] -0.0473849524 0.07514705 -0.0838127760 -0.0718923068 0.01677299
[122,] -0.0471733502 0.07494924 -0.0832396963 -0.0719342903 0.01676196
[123,] -0.0463798149 0.07420743 -0.0810906472 -0.0741897221 0.01672060
[124,] -0.0457979047 0.07366344 -0.0795147058 -0.0770460670 0.01669028
[125,] -0.0457714542 0.07363872 -0.0794430716 -0.0770578914 0.01668890
[126,] -0.0456656523 0.07353981 -0.0791565347 -0.0771051890 0.01668339
[127,] -0.0455069495 0.07339145 -0.0787267292 -0.0771761355 0.01667511
[128,] -0.0451630935 0.07307000 -0.0777954841 -0.0773298528 0.01665719
[129,] -0.0450043907 0.07292164 -0.0773656787 -0.0774007992 0.01664892
[130,] -0.0449779402 0.07289691 -0.0772940444 -0.0774126236 0.01664754
[131,] -0.0448192374 0.07274855 -0.0768642390 -0.0774835701 0.01663927
[132,] -0.0447927870 0.07272382 -0.0767926048 -0.0774953945 0.01663789
[133,] -0.0445282823 0.07247656 -0.0760762624 -0.0776136386 0.01662411
[134,] -0.0444224805 0.07237765 -0.0757897254 -0.0776609362 0.01661860
[135,] -0.0443166786 0.07227874 -0.0755031925 -0.0777082338 0.01661308
[136,] -0.0440786225 0.07205620 -0.0748584813 -0.0787535805 0.01660068
[137,] -0.0440521717 0.07203147 -0.0747868464 -0.0791022550 0.01659930
[138,] -0.0439199179 0.07190784 -0.0744286714 -0.0808456279 0.01659240
[139,] -0.0438405657 0.07183366 -0.0742137817 -0.0818916517 0.01658827
[140,] -0.0436554104 0.07166057 -0.0737123375 -0.0826946946 0.01657862
[141,] -0.0434438043 0.07146276 -0.0731392584 -0.0826204069 0.01656759
[142,] -0.0433909028 0.07141330 -0.0729959886 -0.0826018350 0.01656483
[143,] -0.0429412400 0.07099295 -0.0717781955 -0.0824439737 0.01654140
[144,] -0.0424386756 0.07052313 -0.0704171327 -0.0822675405 0.01651521
[145,] -0.0422535204 0.07035005 -0.0699156884 -0.0822025387 0.01650556
[146,] -0.0418567596 0.06997914 -0.0688411651 -0.0820632494 0.01648488
[147,] -0.0417509572 0.06988023 -0.0685546256 -0.0820261055 0.01647937
[148,] -0.0416451548 0.06978132 -0.0682680860 -0.0819889617 0.01647385
[149,] -0.0413806488 0.06953405 -0.0675517371 -0.0818340191 0.01646007
[150,] -0.0412219452 0.06938569 -0.0671219278 -0.0814412822 0.01645180
[151,] -0.0410367911 0.06921260 -0.0666204836 -0.0809830891 0.01644215
[152,] -0.0407458345 0.06894060 -0.0658324998 -0.0799819217 0.01642698
[153,] -0.0398994154 0.06814934 -0.0635401834 -0.0757386770 0.01638287
[154,] -0.0395291071 0.06780317 -0.0625372950 -0.0755389507 0.01636357
[155,] -0.0394762059 0.06775371 -0.0623940252 -0.0755104184 0.01636082
[156,] -0.0390794469 0.06738281 -0.0613195035 -0.0752964259 0.01634014
[157,] -0.0390265458 0.06733336 -0.0611762341 -0.0752678936 0.01633738
[158,] -0.0388678422 0.06718500 -0.0607464259 -0.0751822966 0.01632911
[159,] -0.0383388302 0.06669046 -0.0593137320 -0.0748969734 0.01630154
[160,] -0.0382859291 0.06664100 -0.0591704626 -0.0748684410 0.01629878
[161,] -0.0379685219 0.06634428 -0.0583108463 -0.0746972471 0.01628224
[162,] -0.0376511147 0.06604756 -0.0574512299 -0.0745561658 0.01626570
[163,] -0.0376246641 0.06602283 -0.0573795953 -0.0745450792 0.01626432
[164,] -0.0375717630 0.06597338 -0.0572363259 -0.0745229061 0.01626156
[165,] -0.0374130594 0.06582502 -0.0568065190 -0.0744563866 0.01625329
[166,] -0.0370162998 0.06545412 -0.0557320080 -0.0722869422 0.01623262
[167,] -0.0365930895 0.06505849 -0.0545858629 -0.0721445017 0.01621056
[168,] -0.0364608362 0.06493485 -0.0542276925 -0.0720999891 0.01620367
[169,] -0.0361169779 0.06461340 -0.0532964497 -0.0712721443 0.01618575
[170,] -0.0359582740 0.06446504 -0.0528666453 -0.0708121893 0.01617748
[171,] -0.0356144156 0.06414359 -0.0519354022 -0.0707681737 0.01615956
[172,] -0.0355615143 0.06409414 -0.0517921340 -0.0707614021 0.01615680
[173,] -0.0350854027 0.06364906 -0.0505027200 -0.0688542638 0.01613199
[174,] -0.0346886430 0.06327815 -0.0494282077 -0.0683532801 0.01611131
[175,] -0.0335248146 0.06219017 -0.0462762911 -0.0627077560 0.01605065
[176,] -0.0333925614 0.06206654 -0.0459181188 -0.0626340865 0.01604376
[177,] -0.0333132095 0.06199236 -0.0457032154 -0.0625898848 0.01603963
[178,] -0.0328635485 0.06157201 -0.0444854157 -0.0623394085 0.01601619
[179,] -0.0323080850 0.06121494 -0.0429810838 -0.0620299966 0.01598724
[180,] -0.0322287330 0.06117681 -0.0427661794 -0.0619857949 0.01598311
[181,] -0.0320171279 0.06107512 -0.0421931010 -0.0618679237 0.01597208
[182,] -0.0316732695 0.06090988 -0.0412618487 -0.0612273154 0.01595416
[183,] -0.0316468188 0.06089717 -0.0411902139 -0.0610452888 0.01595278
[184,] -0.0314352137 0.06079549 -0.0406171355 -0.0595890757 0.01594175
[185,] -0.0302449347 0.06022350 -0.0373935697 -0.0570126927 0.01587972
[186,] -0.0301655827 0.06018537 -0.0371786654 -0.0569890435 0.01587558
[187,] -0.0296365698 0.05993115 -0.0357459694 -0.0568313818 0.01584801
[188,] -0.0292927114 0.05976591 -0.0348147171 -0.0567289018 0.01583009
[189,] -0.0291075569 0.05967694 -0.0343132735 -0.0566737202 0.01582044
[190,] -0.0286578960 0.05946085 -0.0330954820 -0.0524508710 0.01579701
[191,] -0.0284727414 0.05937188 -0.0325940384 -0.0521610504 0.01578736
[192,] -0.0281288831 0.05943032 -0.0316627861 -0.0518361858 0.01576944
[193,] -0.0280759818 0.05951222 -0.0315195165 -0.0517862067 0.01576668
[194,] -0.0279172779 0.05975792 -0.0310897077 -0.0516362692 0.01575841
[195,] -0.0275205182 0.06037216 -0.0300151955 -0.0512614256 0.01573773
[196,] -0.0269650547 0.06123211 -0.0285108801 -0.0507366444 0.01588901
[197,] -0.0267534495 0.06155971 -0.0279378075 -0.0505367278 0.01601927
[198,] -0.0267269989 0.06160066 -0.0278661734 -0.0505117382 0.01603555
[199,] -0.0258541276 0.06295200 -0.0255022325 -0.0469918705 0.01657286
[200,] -0.0252722134 0.06385289 -0.0239262508 -0.0457981736 0.01693105
[201,] -0.0245580460 0.06495854 -0.0219920915 -0.0454395397 0.01737066
[202,] -0.0235529238 0.06651463 -0.0192699414 -0.0449347956 0.01798939
[203,] -0.0232619684 0.06696507 -0.0184819505 -0.0449021064 0.01816852
[204,] -0.0232090674 0.06704697 -0.0183386795 -0.0448984066 0.01820109
[205,] -0.0228916614 0.06753837 -0.0174790531 -0.0431689942 0.01839644
[206,] -0.0220187962 0.06888971 -0.0151150806 -0.0383246099 0.01893369
[207,] -0.0218336430 0.06917636 -0.0146136319 -0.0382928941 0.01904767
[208,] -0.0212781834 0.07003631 -0.0131092858 -0.0381977466 0.01938958
[209,] -0.0206698229 0.07097827 -0.0114616686 -0.0380935375 0.01976410
[210,] -0.0206433724 0.07101923 -0.0113900331 -0.0380890067 0.01978039
[211,] -0.0203524173 0.07146976 -0.0106020422 -0.0380391676 0.01995949
[212,] -0.0202995159 0.07155168 -0.0104587712 -0.0380301059 0.01999205
[213,] -0.0201143611 0.07183838 -0.0099573225 -0.0379983901 0.02010603
[214,] -0.0200879104 0.07187933 -0.0098856869 -0.0379938593 0.02012231
[215,] -0.0196911502 0.07249335 -0.0088111540 -0.0352311354 0.02036655
[216,] -0.0195853474 0.07265716 -0.0085246119 -0.0347229419 0.02043168
[217,] -0.0171518843 0.07642463 -0.0019343975 -0.0307173609 0.02192963
[218,] -0.0170460816 0.07658843 -0.0016478487 -0.0302819913 0.02199475
[219,] -0.0159351527 0.07830832 0.0013609144 -0.0290565717 0.02267855
[220,] -0.0155119418 0.07896352 0.0025070324 -0.0284680263 0.02293905
[221,] -0.0148242239 0.08002822 0.0043694102 -0.0269130092 0.02336243
[222,] -0.0147977732 0.08006917 0.0044410401 -0.0268956673 0.02337871
[223,] -0.0142687595 0.08088816 0.0058736592 -0.0264106784 0.02370434
[224,] -0.0140042527 0.08129767 0.0065900316 -0.0223519324 0.02386715
[225,] -0.0135810417 0.08195288 0.0077362273 -0.0214099284 0.02412765
[226,] -0.0127875211 0.08318141 0.0098853444 -0.0196436711 0.02461608
[227,] -0.0118881978 0.08457375 0.0123210104 -0.0182298719 0.02516973
[228,] -0.0118352964 0.08465565 0.0124642849 -0.0182178536 0.02520228
[229,] -0.0115443389 0.08510611 0.0132522945 -0.0181517529 0.02538608
[230,] -0.0101160018 0.08731747 0.0171206429 -0.0171410964 0.02698849
[231,] -0.0065187049 0.09288681 0.0268623926 -0.0016715169 0.03102426
[232,] -0.0025775450 0.09898836 0.0375361875 -0.0005739336 0.03544581
[233,] -0.0020220790 0.09984829 0.0390405406 -0.0002509943 0.03606901
[234,] -0.0013872608 0.10083106 0.0407600798 0.0012688049 0.03678124
[235,] 0.0009668499 0.10447575 0.0471351481 0.0087053028 0.03942227
[236,] 0.0023157960 0.10656433 0.0507887222 0.0127683841 0.04093560
[237,] 0.0032150934 0.10795671 0.0532242458 0.0150253623 0.04194470
[238,] 0.0035853924 0.10852998 0.0542271084 0.0159007703 0.04236016
[239,] 0.0043788901 0.10975842 0.0563760998 0.0177766447 0.04325043
[240,] 0.0051988725 0.11102781 0.0585967243 0.0193560855 0.04417016
[241,] 0.0055163024 0.11151918 0.0594562132 0.0193570554 0.04452629
[242,] 0.0130812074 0.12323106 0.0799440321 0.0346516173 0.05301334
[243,] 0.0134779738 0.12384519 0.0810185158 0.0356947714 0.05345848
[244,] 0.0192970245 0.13285454 0.0967779841 0.0484145431 0.06388981
> (pEx <- vapply(CRExp, predict, FUN.VALUE=newd, newdata = newd))
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 0.8831273 1.491639 0.3077278 0.2513308 0.5650080 0.8054530 0.7110244 0.9654744 0.6008937 0.7073312
[2,] 1.0735406 1.574854 0.4112155 0.3171464 0.6380096 0.8560256 0.7740189 1.0065710 0.6477465 0.7538906
[3,] 1.0955265 1.584462 0.4231646 0.3247457 0.6464386 0.8618649 0.7812925 1.0113162 0.6531563 0.7592665
[4,] 1.1461725 1.606595 0.4506901 0.3422513 0.6658557 0.8753162 0.7980478 1.0222472 0.6656181 0.7716502
[5,] 1.1815069 1.622037 0.4698940 0.3544645 0.6794026 0.8847008 0.8097375 1.0298735 0.6743123 0.7802899
[6,] 1.2274417 1.642112 0.4948591 0.3703416 0.6970135 0.8969008 0.8249341 1.0397877 0.6856149 0.7915216
[7,] 1.2297973 1.643141 0.4961394 0.3711558 0.6979166 0.8975264 0.8257134 1.0402961 0.6861945 0.7920976
[8,] 1.2608131 1.656696 0.5129961 0.3818763 0.7098078 0.9057640 0.8359745 1.0469903 0.6938261 0.7996813
[9,] 1.2949697 1.671623 0.5315599 0.3936824 0.7229031 0.9148358 0.8472748 1.0543623 0.7022305 0.8080331
[10,] 1.3475787 1.694614 0.5601523 0.4118665 0.7430728 0.9288084 0.8646798 1.0657170 0.7151759 0.8208970
[11,] 1.3613199 1.700619 0.5676205 0.4166160 0.7483409 0.9324580 0.8692258 1.0686828 0.7185570 0.8242570
[12,] 1.3628903 1.701306 0.5684740 0.4171589 0.7489430 0.9328751 0.8697454 1.0690218 0.7189434 0.8246410
[13,] 1.3672089 1.703193 0.5708212 0.4186516 0.7505987 0.9340221 0.8711742 1.0699539 0.7200061 0.8256970
[14,] 1.3766315 1.707311 0.5759422 0.4219084 0.7542112 0.9365246 0.8742915 1.0719875 0.7223246 0.8280010
[15,] 1.3864466 1.711600 0.5812766 0.4253010 0.7579742 0.9391315 0.8775387 1.0741060 0.7247397 0.8304008
[16,] 1.3974395 1.716404 0.5872512 0.4291006 0.7621887 0.9420511 0.8811755 1.0764786 0.7274446 0.8330887
[17,] 1.4198180 1.726184 0.5994136 0.4368357 0.7707683 0.9479947 0.8885790 1.0813086 0.7329510 0.8385605
[18,] 1.4253144 1.728586 0.6024009 0.4387355 0.7728756 0.9494545 0.8903974 1.0824949 0.7343033 0.8399045
[19,] 1.4331665 1.732018 0.6066684 0.4414495 0.7758859 0.9515400 0.8929951 1.0841896 0.7362353 0.8418244
[20,] 1.4924498 1.757926 0.6388883 0.4619406 0.7986145 0.9672853 0.9126079 1.0969849 0.7508224 0.8563207
[21,] 1.4951981 1.759127 0.6403819 0.4628905 0.7996681 0.9680152 0.9135171 1.0975780 0.7514986 0.8569927
[22,] 1.5289621 1.773883 0.6587323 0.4745609 0.8126128 0.9769827 0.9246872 1.1048654 0.7598064 0.8652484
[23,] 1.5548740 1.785207 0.6728152 0.4835172 0.8225472 0.9838647 0.9332597 1.1104580 0.7661823 0.8715841
[24,] 1.5611557 1.787952 0.6762292 0.4856884 0.8249555 0.9855331 0.9353379 1.1118138 0.7677279 0.8731200
[25,] 1.5815711 1.796874 0.6873248 0.4927450 0.8327826 0.9909553 0.9420919 1.1162201 0.7727513 0.8781119
[26,] 1.5964901 1.803394 0.6954331 0.4979016 0.8385023 0.9949177 0.9470276 1.1194400 0.7764223 0.8817599
[27,] 1.6114091 1.809914 0.7035414 0.5030583 0.8442221 0.9988801 0.9519632 1.1226600 0.7800932 0.8854080
[28,] 1.6278985 1.817120 0.7125032 0.5087578 0.8505439 1.0032595 0.9574184 1.1262189 0.7841506 0.8894400
[29,] 1.6330023 1.819350 0.7152771 0.5105219 0.8525007 1.0046151 0.9591070 1.1273205 0.7854065 0.8906881
[30,] 1.6381062 1.821581 0.7180510 0.5122861 0.8544575 1.0059706 0.9607955 1.1284220 0.7866623 0.8919361
[31,] 1.6392840 1.822096 0.7186912 0.5126932 0.8549090 1.0062835 0.9611851 1.1286762 0.7869521 0.8922241
[32,] 1.6447805 1.824498 0.7216784 0.5145930 0.8570163 1.0077433 0.9630035 1.1298625 0.7883046 0.8935682
[33,] 1.6451731 1.824669 0.7218918 0.5147287 0.8571668 1.0078476 0.9631334 1.1299473 0.7884012 0.8936642
[34,] 1.6459583 1.825012 0.7223186 0.5150001 0.8574679 1.0080561 0.9633932 1.1301167 0.7885944 0.8938562
[35,] 1.6726554 1.836680 0.7368282 0.5242279 0.8677032 1.0151467 0.9722254 1.1358788 0.7951635 0.9003835
[36,] 1.6781519 1.839082 0.7398155 0.5261277 0.8698105 1.0166065 0.9740438 1.1370651 0.7965159 0.9017276
[37,] 1.6981747 1.847832 0.7506977 0.5330485 0.8774871 1.0219244 0.9806680 1.1413866 0.8014427 0.9066236
[38,] 1.6997451 1.848518 0.7515512 0.5335913 0.8780891 1.0223415 0.9811875 1.1417256 0.8018292 0.9070076
[39,] 1.7024934 1.849719 0.7530448 0.5345412 0.8791428 1.0230714 0.9820967 1.1423187 0.8025054 0.9076796
[40,] 1.7111307 1.853494 0.7577391 0.5375267 0.8824542 1.0253655 0.9849542 1.1441829 0.8046307 0.9097916
[41,] 1.7138789 1.854695 0.7592327 0.5384766 0.8835079 1.0260954 0.9858634 1.1447761 0.8053069 0.9104636
[42,] 1.7236940 1.858985 0.7645671 0.5418691 0.8872709 1.0287022 0.9891106 1.1468945 0.8077220 0.9128635
[43,] 1.7291905 1.861387 0.7675544 0.5437690 0.8893782 1.0301620 0.9909290 1.1480808 0.8090745 0.9142075
[44,] 1.7319387 1.862588 0.7690480 0.5447189 0.8904318 1.0308919 0.9918382 1.1486740 0.8097507 0.9148795
[45,] 1.7374352 1.864990 0.7720353 0.5466187 0.8925391 1.0323518 0.9936566 1.1498603 0.8111031 0.9162235
[46,] 1.7441095 1.867907 0.7756627 0.5489257 0.8950979 1.0341244 0.9958646 1.1513008 0.8127454 0.9178555
[47,] 1.7460725 1.868764 0.7767296 0.5496042 0.8958505 1.0346458 0.9965141 1.1517245 0.8132284 0.9183355
[48,] 1.7692362 1.878887 0.7893188 0.5576106 0.9047312 1.0407979 1.0041774 1.1567239 0.8189281 0.9239994
[49,] 1.7696288 1.879059 0.7895322 0.5577463 0.9048817 1.0409022 1.0043073 1.1568086 0.8190247 0.9240954
[50,] 1.8084966 1.896045 0.8106565 0.5711808 0.9197832 1.0512252 1.0171660 1.1651975 0.8285885 0.9335992
[51,] 1.8139931 1.898447 0.8136438 0.5730806 0.9218905 1.0526851 1.0189844 1.1663838 0.8299409 0.9349432
[52,] 1.8190970 1.900678 0.8164177 0.5748448 0.9238473 1.0540406 1.0206729 1.1674854 0.8311968 0.9361912
[53,] 1.8226304 1.902222 0.8183380 0.5760661 0.9252020 1.0549791 1.0218419 1.1682480 0.8320662 0.9370552
[54,] 1.8316603 1.906168 0.8232457 0.5791872 0.9286639 1.0573773 1.0248293 1.1701970 0.8342881 0.9392631
[55,] 1.8332307 1.906854 0.8240992 0.5797301 0.9292660 1.0577944 1.0253489 1.1705359 0.8346745 0.9396471
[56,] 1.8359790 1.908055 0.8255929 0.5806800 0.9303196 1.0585244 1.0262581 1.1711291 0.8353508 0.9403191
[57,] 1.8363716 1.908227 0.8258062 0.5808157 0.9304702 1.0586286 1.0263879 1.1712138 0.8354474 0.9404151
[58,] 1.8481497 1.913520 0.8322075 0.5848867 0.9349858 1.0617568 1.0302845 1.1737559 0.8383455 0.9432951
[59,] 1.8736690 1.926625 0.8460770 0.5937074 0.9447696 1.0685346 1.0387272 1.1792637 0.8446247 0.9495350
[60,] 1.8752394 1.927431 0.8469305 0.5942502 0.9453717 1.0689517 1.0392467 1.1796027 0.8450112 0.9499190
[61,] 1.8819137 1.930859 0.8505579 0.5965571 0.9479305 1.0707243 1.0414548 1.1810432 0.8466534 0.9515509
[62,] 1.8826989 1.931262 0.8509847 0.5968285 0.9482316 1.0709329 1.0417145 1.1812127 0.8468466 0.9517429
[63,] 1.8834841 1.931665 0.8514114 0.5970999 0.9485326 1.0711414 1.0419743 1.1813821 0.8470398 0.9519349
[64,] 1.8842694 1.932068 0.8518382 0.5973713 0.9488336 1.0713500 1.0422341 1.1815516 0.8472331 0.9521269
[65,] 1.8870176 1.933480 0.8533318 0.5983212 0.9498873 1.0720799 1.0431433 1.1821448 0.8479093 0.9527989
[66,] 1.9023292 1.941343 0.8616535 0.6036136 0.9557576 1.0761465 1.0482088 1.1854495 0.8516768 0.9565429
[67,] 1.9027218 1.941544 0.8618669 0.6037493 0.9559081 1.0762508 1.0483387 1.1855342 0.8517734 0.9566389
[68,] 1.9035070 1.941947 0.8622936 0.6040207 0.9562091 1.0764594 1.0485985 1.1857037 0.8519667 0.9568309
[69,] 1.9262781 1.953641 0.8746695 0.6118915 0.9649393 1.0825072 1.0561319 1.1906184 0.8575697 0.9623988
[70,] 1.9376636 1.959488 0.8808574 0.6158268 0.9693044 1.0855311 1.0598986 1.1930757 0.8603712 0.9651827
[71,] 1.9392340 1.960294 0.8817109 0.6163696 0.9699065 1.0859482 1.0604181 1.1934147 0.8607576 0.9655667
[72,] 1.9427675 1.962109 0.8836313 0.6175910 0.9712611 1.0868867 1.0615871 1.1941773 0.8616270 0.9664307
[73,] 1.9443379 1.962915 0.8844848 0.6181338 0.9718632 1.0873038 1.0621066 1.1945163 0.8620134 0.9668147
[74,] 1.9455157 1.963520 0.8851249 0.6185409 0.9723148 1.0876166 1.0624963 1.1947705 0.8623032 0.9671027
[75,] 1.9506196 1.966141 0.8878988 0.6203050 0.9742715 1.0889721 1.0641848 1.1958720 0.8635591 0.9683507
[76,] 1.9529752 1.967351 0.8891791 0.6211192 0.9751747 1.0895978 1.0649641 1.1963805 0.8641387 0.9689267
[77,] 1.9600421 1.970980 0.8930199 0.6235619 0.9778840 1.0914747 1.0673021 1.1979057 0.8658775 0.9706546
[78,] 1.9659311 1.974004 0.8962205 0.6255974 0.9801418 1.0930388 1.0692504 1.1991768 0.8673266 0.9720946
[79,] 1.9675016 1.974810 0.8970741 0.6261402 0.9807439 1.0934559 1.0697699 1.1995157 0.8677130 0.9724786
[80,] 1.9710350 1.976625 0.8989944 0.6273615 0.9820986 1.0943944 1.0709389 1.2002783 0.8685825 0.9733426
[81,] 1.9722128 1.977230 0.8996346 0.6277686 0.9825502 1.0947072 1.0713285 1.2005325 0.8688723 0.9736306
[82,] 1.9832057 1.982875 0.9056091 0.6315683 0.9867647 1.0976268 1.0749654 1.2029051 0.8715772 0.9763185
[83,] 1.9835983 1.983077 0.9058225 0.6317040 0.9869152 1.0977311 1.0750952 1.2029899 0.8716738 0.9764145
[84,] 1.9863466 1.984488 0.9073161 0.6326539 0.9879689 1.0984610 1.0760044 1.2035830 0.8723500 0.9770865
[85,] 1.9902726 1.986504 0.9094499 0.6340109 0.9894741 1.0995037 1.0773033 1.2044304 0.8733161 0.9780465
[86,] 1.9906652 1.986706 0.9096633 0.6341466 0.9896246 1.0996080 1.0774332 1.2045151 0.8734127 0.9781425
[87,] 1.9918430 1.987310 0.9103034 0.6345537 0.9900762 1.0999208 1.0778229 1.2047693 0.8737025 0.9784305
[88,] 2.0051916 1.994165 0.9175582 0.6391676 0.9951939 1.1034661 1.0822390 1.2076504 0.8769870 0.9816945
[89,] 2.0095103 1.996383 0.9199054 0.6406603 0.9968496 1.1046131 1.0836677 1.2085825 0.8780496 0.9827504
[90,] 2.0102955 1.996786 0.9203321 0.6409317 0.9971506 1.1048217 1.0839275 1.2087520 0.8782429 0.9829424
[91,] 2.0110807 1.997189 0.9207589 0.6412031 0.9974517 1.1050302 1.0841873 1.2089214 0.8784361 0.9831344
[92,] 2.0114733 1.997391 0.9209723 0.6413388 0.9976022 1.1051345 1.0843172 1.2090062 0.8785327 0.9832304
[93,] 2.0130437 1.998197 0.9218258 0.6418816 0.9982043 1.1055516 1.0848367 1.2093451 0.8789191 0.9836144
[94,] 2.0259997 2.004851 0.9288672 0.6463598 1.0031714 1.1089926 1.0891230 1.2121414 0.8821070 0.9867824
[95,] 2.0279627 2.005859 0.9299341 0.6470383 1.0039240 1.1095140 1.0897724 1.2125651 0.8825900 0.9872624
[96,] 2.0303183 2.007068 0.9312144 0.6478525 1.0048272 1.1101396 1.0905517 1.2130735 0.8831697 0.9878384
[97,] 2.0401334 2.012109 0.9365488 0.6517171 1.0085902 1.1127464 1.0937989 1.2151919 0.8855847 0.9902383
[98,] 2.0432743 2.013722 0.9382558 0.6530954 1.0097943 1.1135806 1.0948380 1.2158698 0.8863576 0.9910063
[99,] 2.0483781 2.016343 0.9410297 0.6553350 1.0117511 1.1149362 1.0965265 1.2169714 0.8876134 0.9922543
[100,] 2.0515190 2.017956 0.9427367 0.6567133 1.0129552 1.1157703 1.0975656 1.2176493 0.8883863 0.9930223
[101,] 2.0554450 2.019972 0.9448705 0.6584362 1.0144604 1.1168131 1.0988644 1.2184966 0.8893523 0.9939823
[102,] 2.0566228 2.020577 0.9455106 0.6589530 1.0149120 1.1171259 1.0992541 1.2187508 0.8896421 0.9942703
[103,] 2.0574080 2.020980 0.9459374 0.6592976 1.0152130 1.1173344 1.0995139 1.2189203 0.8898353 0.9944623
[104,] 2.0609415 2.022794 0.9478578 0.6608482 1.0165677 1.1182729 1.1006829 1.2196829 0.8907047 0.9953262
[105,] 2.0625119 2.023601 0.9487113 0.6615373 1.0171698 1.1186900 1.1012024 1.2200219 0.8910912 0.9957102
[106,] 2.0656527 2.025214 0.9504183 0.6629156 1.0183740 1.1195242 1.1022415 1.2206998 0.8918640 0.9964782
[107,] 2.0672232 2.026020 0.9512718 0.6636047 1.0189761 1.1199413 1.1027610 1.2210387 0.8922504 0.9968622
[108,] 2.0707566 2.027835 0.9531922 0.6651553 1.0203307 1.1208797 1.1039300 1.2218013 0.8931198 0.9977262
[109,] 2.0766457 2.030859 0.9563928 0.6677395 1.0225885 1.1224438 1.1058783 1.2230724 0.8945689 0.9991662
[110,] 2.0805717 2.032875 0.9585266 0.6694624 1.0240937 1.1234865 1.1071772 1.2239198 0.8955349 1.0001262
[111,] 2.0837126 2.034488 0.9602336 0.6708407 1.0252979 1.1243207 1.1082163 1.2245976 0.8963078 1.0008942
[112,] 2.0856756 2.035496 0.9613005 0.6717021 1.0260505 1.1248421 1.1088657 1.2250213 0.8967908 1.0013741
[113,] 2.0943129 2.039931 0.9659948 0.6754923 1.0293619 1.1271361 1.1117232 1.2268855 0.8989161 1.0034861
[114,] 2.1033428 2.044568 0.9709025 0.6794549 1.0328239 1.1295344 1.1147106 1.2288345 0.9011379 1.0056941
[115,] 2.1080540 2.046988 0.9734630 0.6815223 1.0346302 1.1307857 1.1162692 1.2298513 0.9022972 1.0068461
[116,] 2.1111949 2.048601 0.9751700 0.6829006 1.0358343 1.1316198 1.1173083 1.2305292 0.9030700 1.0076140
[117,] 2.1143357 2.050214 0.9768770 0.6842788 1.0370385 1.1324540 1.1183474 1.2312071 0.9038429 1.0083820
[118,] 2.1174766 2.051827 0.9785840 0.6856571 1.0382426 1.1332882 1.1193865 1.2318850 0.9046157 1.0091500
[119,] 2.1190470 2.052633 0.9794376 0.6863463 1.0388447 1.1337053 1.1199060 1.2322239 0.9050021 1.0095340
[120,] 2.1194396 2.052835 0.9796509 0.6865185 1.0389952 1.1338096 1.1200359 1.2323086 0.9050987 1.0096300
[121,] 2.1249360 2.055657 0.9826382 0.6889305 1.0411025 1.1352694 1.1218543 1.2334950 0.9064512 1.0109740
[122,] 2.1280769 2.057270 0.9843452 0.6903088 1.0423067 1.1361036 1.1228934 1.2341728 0.9072240 1.0117420
[123,] 2.1398550 2.063318 0.9907465 0.6954773 1.0468223 1.1392318 1.1267900 1.2367149 0.9101221 1.0146219
[124,] 2.1484923 2.067754 0.9954408 0.6992676 1.0501337 1.1415258 1.1296475 1.2385791 0.9122474 1.0167339
[125,] 2.1488849 2.067956 0.9956542 0.6994399 1.0502843 1.1416300 1.1297774 1.2386639 0.9123440 1.0168299
[126,] 2.1504554 2.068762 0.9965077 0.7001290 1.0508863 1.1420471 1.1302969 1.2390028 0.9127304 1.0172139
[127,] 2.1528110 2.069972 0.9977880 0.7011627 1.0517895 1.1426728 1.1310763 1.2395112 0.9133100 1.0177899
[128,] 2.1579148 2.072593 1.0005619 0.7034024 1.0537462 1.1440283 1.1327648 1.2406128 0.9145659 1.0190378
[129,] 2.1602705 2.073802 1.0018421 0.7044361 1.0546493 1.1446540 1.1335441 1.2411212 0.9151455 1.0196138
[130,] 2.1606631 2.074004 1.0020555 0.7046084 1.0547999 1.1447582 1.1336740 1.2412060 0.9152421 1.0197098
[131,] 2.1630187 2.075214 1.0033358 0.7056421 1.0557030 1.1453839 1.1344533 1.2417144 0.9158217 1.0202858
[132,] 2.1634113 2.075415 1.0035491 0.7058144 1.0558535 1.1454882 1.1345832 1.2417991 0.9159183 1.0203818
[133,] 2.1673374 2.077431 1.0056829 0.7075373 1.0573587 1.1465309 1.1358820 1.2426465 0.9168844 1.0213418
[134,] 2.1689078 2.078238 1.0065364 0.7082264 1.0579608 1.1469480 1.1364016 1.2429854 0.9172708 1.0217258
[135,] 2.1704782 2.079044 1.0073899 0.7089155 1.0585629 1.1473651 1.1369211 1.2433244 0.9176572 1.0221098
[136,] 2.1740116 2.080859 1.0093103 0.7104661 1.0599175 1.1483036 1.1380901 1.2440870 0.9185266 1.0229738
[137,] 2.1744042 2.081060 1.0095237 0.7106384 1.0600681 1.1484078 1.1382200 1.2441717 0.9186232 1.0230698
[138,] 2.1763673 2.082068 1.0105906 0.7114998 1.0608207 1.1489292 1.1388694 1.2445954 0.9191063 1.0235498
[139,] 2.1775451 2.082673 1.0112307 0.7120166 1.0612722 1.1492420 1.1392591 1.2448496 0.9193961 1.0238378
[140,] 2.1802933 2.084085 1.0127244 0.7132226 1.0623259 1.1499719 1.1401683 1.2454428 0.9200723 1.0245097
[141,] 2.1834341 2.085697 1.0144314 0.7146009 1.0635300 1.1508061 1.1412074 1.2461207 0.9208451 1.0252777
[142,] 2.1842194 2.086101 1.0148581 0.7149455 1.0638311 1.1510147 1.1414672 1.2462901 0.9210383 1.0254697
[143,] 2.1908936 2.089528 1.0184855 0.7178743 1.0663899 1.1527873 1.1436752 1.2477307 0.9226806 1.0271017
[144,] 2.1983531 2.093359 1.0225397 0.7211477 1.0692498 1.1547685 1.1461431 1.2493407 0.9245161 1.0289257
[145,] 2.2011014 2.094770 1.0240333 0.7223537 1.0703034 1.1554984 1.1470523 1.2499338 0.9251923 1.0295977
[146,] 2.2069904 2.097794 1.0272340 0.7249380 1.0725612 1.1570625 1.1490006 1.2512049 0.9266413 1.0310376
[147,] 2.2085609 2.098601 1.0280875 0.7256271 1.0731633 1.1574796 1.1495201 1.2515438 0.9270278 1.0314216
[148,] 2.2101313 2.099407 1.0289410 0.7263163 1.0737654 1.1578967 1.1500397 1.2518827 0.9274142 1.0318056
[149,] 2.2140573 2.101423 1.0310748 0.7280391 1.0752706 1.1589394 1.1513385 1.2527301 0.9283802 1.0327656
[150,] 2.2164129 2.102633 1.0323550 0.7290728 1.0761737 1.1595651 1.1521178 1.2532385 0.9289598 1.0333416
[151,] 2.2191612 2.104044 1.0338487 0.7302788 1.0772274 1.1602950 1.1530271 1.2538317 0.9296361 1.0340136
[152,] 2.2234798 2.106262 1.0361958 0.7321739 1.0788831 1.1614420 1.1544558 1.2547638 0.9306987 1.0350696
[153,] 2.2360432 2.112714 1.0430239 0.7376870 1.0836997 1.1647787 1.1586122 1.2574753 0.9337900 1.0381415
[154,] 2.2415396 2.115536 1.0460112 0.7400990 1.0858070 1.1662385 1.1604306 1.2586616 0.9351425 1.0394855
[155,] 2.2423249 2.115939 1.0464379 0.7404436 1.0861081 1.1664471 1.1606904 1.2588311 0.9353357 1.0396775
[156,] 2.2482139 2.118964 1.0496386 0.7430279 1.0883659 1.1680112 1.1626387 1.2601022 0.9367848 1.0411175
[157,] 2.2489991 2.119367 1.0500653 0.7433724 1.0886669 1.1682197 1.1628984 1.2602716 0.9369780 1.0413095
[158,] 2.2513548 2.120577 1.0513456 0.7444061 1.0895700 1.1688454 1.1636778 1.2607801 0.9375576 1.0418855
[159,] 2.2592069 2.124609 1.0556131 0.7478518 1.0925804 1.1709308 1.1662755 1.2624748 0.9394897 1.0438054
[160,] 2.2599921 2.125012 1.0560399 0.7481964 1.0928815 1.1711394 1.1665353 1.2626443 0.9396829 1.0439974
[161,] 2.2647033 2.127431 1.0586004 0.7502638 1.0946877 1.1723906 1.1680939 1.2636611 0.9408421 1.0451494
[162,] 2.2694146 2.129851 1.0611609 0.7523312 1.0964939 1.1736419 1.1696525 1.2646779 0.9420014 1.0463014
[163,] 2.2698072 2.130052 1.0613743 0.7525035 1.0966445 1.1737462 1.1697824 1.2647626 0.9420980 1.0463974
[164,] 2.2705924 2.130456 1.0618010 0.7528481 1.0969455 1.1739547 1.1700422 1.2649321 0.9422912 1.0465894
[165,] 2.2729480 2.131665 1.0630813 0.7538818 1.0978486 1.1745804 1.1708215 1.2654405 0.9428708 1.0471654
[166,] 2.2788371 2.134689 1.0662820 0.7564660 1.1001064 1.1761445 1.1727698 1.2667116 0.9443198 1.0486054
[167,] 2.2851188 2.137915 1.0696960 0.7592226 1.1025147 1.1778129 1.1748480 1.2680673 0.9458655 1.0501413
[168,] 2.2870818 2.138923 1.0707629 0.7600840 1.1032673 1.1783342 1.1754974 1.2684910 0.9463485 1.0506213
[169,] 2.2921857 2.141544 1.0735368 0.7623237 1.1052241 1.1796898 1.1771860 1.2695926 0.9476043 1.0518693
[170,] 2.2945413 2.142754 1.0748170 0.7633574 1.1061272 1.1803154 1.1779653 1.2701010 0.9481840 1.0524453
[171,] 2.2996451 2.145375 1.0775909 0.7655971 1.1080840 1.1816710 1.1796538 1.2712026 0.9494398 1.0536933
[172,] 2.3004304 2.145778 1.0780177 0.7659417 1.1083850 1.1818795 1.1799136 1.2713720 0.9496330 1.0538853
[173,] 2.3074972 2.149407 1.0818585 0.7690428 1.1110944 1.1837564 1.1822515 1.2728973 0.9513719 1.0556133
[174,] 2.3133863 2.152431 1.0850591 0.7716271 1.1133522 1.1853205 1.1841998 1.2741683 0.9528209 1.0570533
[175,] 2.3306609 2.161302 1.0944477 0.7792076 1.1199751 1.1899085 1.1899149 1.2778967 0.9570715 1.0612772
[176,] 2.3326239 2.162310 1.0955146 0.7800690 1.1207277 1.1904299 1.1905643 1.2783204 0.9575545 1.0617572
[177,] 2.3338018 2.162915 1.0961547 0.7805859 1.1211792 1.1907427 1.1909539 1.2785746 0.9578443 1.0620452
[178,] 2.3404760 2.166343 1.0997821 0.7835147 1.1237381 1.1925154 1.1931620 1.2800151 0.9594866 1.0636772
[179,] 2.3487207 2.170577 1.1042631 0.7871327 1.1268990 1.1947051 1.1958896 1.2817946 0.9615153 1.0656931
[180,] 2.3498985 2.171181 1.1049032 0.7876495 1.1273505 1.1950179 1.1962793 1.2820488 0.9618051 1.0659811
[181,] 2.3530394 2.172794 1.1066102 0.7890278 1.1285547 1.1958521 1.1973184 1.2827267 0.9625779 1.0667491
[182,] 2.3581432 2.175415 1.1093841 0.7912675 1.1305115 1.1972076 1.1990069 1.2838283 0.9638338 1.0679971
[183,] 2.3585359 2.175617 1.1095975 0.7914398 1.1306620 1.1973119 1.1991368 1.2839130 0.9639304 1.0680931
[184,] 2.3616767 2.177230 1.1113045 0.7928181 1.1318662 1.1981461 1.2001759 1.2845909 0.9647032 1.0688611
[185,] 2.3793439 2.186302 1.1209065 0.8005709 1.1386396 1.2028384 1.2060208 1.2884041 0.9690504 1.0731810
[186,] 2.3805217 2.186907 1.1215466 0.8010877 1.1390911 1.2031512 1.2064105 1.2886583 0.9693402 1.0734690
[187,] 2.3883738 2.190939 1.1258141 0.8045334 1.1421015 1.2052367 1.2090082 1.2903530 0.9712723 1.0753890
[188,] 2.3934777 2.193560 1.1285880 0.8067731 1.1440583 1.2065922 1.2106967 1.2914546 0.9725281 1.0766370
[189,] 2.3962259 2.194972 1.1300817 0.8079791 1.1451119 1.2073221 1.2116059 1.2920477 0.9732043 1.0773089
[190,] 2.4029002 2.198399 1.1337091 0.8109079 1.1476708 1.2090948 1.2138140 1.2934882 0.9748466 1.0789409
[191,] 2.4056484 2.199810 1.1352027 0.8121139 1.1487244 1.2098247 1.2147232 1.2940814 0.9755228 1.0796129
[192,] 2.4107523 2.202431 1.1379766 0.8143536 1.1506812 1.2111802 1.2164117 1.2951829 0.9767787 1.0808609
[193,] 2.4115375 2.202835 1.1384034 0.8146982 1.1509822 1.2113888 1.2166715 1.2953524 0.9769719 1.0810529
[194,] 2.4138931 2.204044 1.1396836 0.8157319 1.1518853 1.2120144 1.2174508 1.2958608 0.9775515 1.0816289
[195,] 2.4197822 2.207068 1.1428843 0.8183162 1.1541431 1.2135785 1.2193991 1.2971319 0.9790006 1.0830689
[196,] 2.4280269 2.211302 1.1473652 0.8219342 1.1573040 1.2157683 1.2221267 1.2989113 0.9810292 1.0850848
[197,] 2.4311677 2.212915 1.1490722 0.8233124 1.1585082 1.2166024 1.2231658 1.2995892 0.9818021 1.0858528
[198,] 2.4315603 2.213117 1.1492856 0.8234847 1.1586587 1.2167067 1.2232957 1.2996740 0.9818987 1.0859488
[199,] 2.4445163 2.219770 1.1563270 0.8291701 1.1636259 1.2201477 1.2275820 1.3024703 0.9850866 1.0891168
[200,] 2.4531536 2.224206 1.1610213 0.8329604 1.1669373 1.2224417 1.2304395 1.3043345 0.9872119 1.0912287
[201,] 2.4637539 2.229649 1.1667825 0.8376120 1.1710014 1.2252571 1.2339464 1.3066224 0.9898202 1.0938207
[202,] 2.4786729 2.237310 1.1748908 0.8441589 1.1767211 1.2292195 1.2388821 1.3098424 0.9934912 1.0974686
[203,] 2.4829915 2.239528 1.1772380 0.8460540 1.1783768 1.2303665 1.2403109 1.3107745 0.9945538 1.0985246
[204,] 2.4837768 2.239931 1.1776647 0.8463986 1.1786779 1.2305750 1.2405706 1.3109439 0.9947470 1.0987166
[205,] 2.4884880 2.242351 1.1802252 0.8484660 1.1804841 1.2318263 1.2421293 1.3119608 0.9959062 1.0998686
[206,] 2.5014440 2.249004 1.1872667 0.8541514 1.1854513 1.2352673 1.2464155 1.3147571 0.9990940 1.1030365
[207,] 2.5041922 2.250415 1.1887603 0.8553573 1.1865049 1.2359972 1.2473247 1.3153502 0.9997702 1.1037085
[208,] 2.5124369 2.254649 1.1932412 0.8589753 1.1896659 1.2381870 1.2500524 1.3171297 1.0017988 1.1057244
[209,] 2.5214668 2.259286 1.1981489 0.8629379 1.1931278 1.2405853 1.2530397 1.3190787 1.0040206 1.1079324
[210,] 2.5218594 2.259488 1.1983623 0.8631101 1.1932783 1.2406895 1.2531696 1.3191634 1.0041172 1.1080284
[211,] 2.5261781 2.261706 1.2007094 0.8650053 1.1949341 1.2418365 1.2545984 1.3200955 1.0051798 1.1090844
[212,] 2.5269633 2.262109 1.2011362 0.8653498 1.1952351 1.2420451 1.2548582 1.3202650 1.0053730 1.1092764
[213,] 2.5297115 2.263520 1.2026298 0.8665558 1.1962887 1.2427750 1.2557674 1.3208581 1.0060492 1.1099484
[214,] 2.5301041 2.263722 1.2028432 0.8667281 1.1964393 1.2428793 1.2558973 1.3209429 1.0061458 1.1100444
[215,] 2.5359932 2.266746 1.2060438 0.8693123 1.1986971 1.2444434 1.2578456 1.3222139 1.0083853 1.1114843
[216,] 2.5375636 2.267552 1.2068974 0.8700014 1.1992991 1.2448605 1.2583651 1.3225529 1.0091396 1.1118683
[217,] 2.5736832 2.286101 1.2265280 0.8858511 1.2131470 1.2544536 1.2703147 1.3303486 1.0264878 1.1207001
[218,] 2.5752537 2.286907 1.2273815 0.8865402 1.2137491 1.2548707 1.2708342 1.3306876 1.0272420 1.1210841
[219,] 2.5917431 2.295375 1.2363434 0.8937759 1.2200709 1.2592502 1.2762895 1.3342465 1.0351615 1.1251160
[220,] 2.5980247 2.298601 1.2397574 0.8965324 1.2224792 1.2609185 1.2783676 1.3356023 1.0381785 1.1266520
[221,] 2.6082325 2.303843 1.2453052 0.9010117 1.2263927 1.2636296 1.2817447 1.3378054 1.0430810 1.1291479
[222,] 2.6086251 2.304044 1.2455186 0.9011840 1.2265433 1.2637339 1.2818746 1.3378902 1.0432696 1.1292439
[223,] 2.6164772 2.308077 1.2497861 0.9046297 1.2295537 1.2658194 1.2844723 1.3395849 1.0470407 1.1311639
[224,] 2.6204032 2.310093 1.2519199 0.9063525 1.2310589 1.2668621 1.2857712 1.3404322 1.0489262 1.1321239
[225,] 2.6266849 2.313318 1.2553339 0.9091091 1.2334672 1.2685305 1.2878494 1.3417880 1.0519430 1.1336598
[226,] 2.6384630 2.319367 1.2617352 0.9142776 1.2379828 1.2716587 1.2917460 1.3443300 1.0575995 1.1365398
[227,] 2.6518116 2.326222 1.2689900 0.9201352 1.2431005 1.2752039 1.2961621 1.3472110 1.0640102 1.1398037
[228,] 2.6525968 2.326625 1.2694168 0.9204798 1.2434015 1.2754125 1.2964219 1.3473805 1.0643873 1.1399957
[229,] 2.6569154 2.328843 1.2717639 0.9223749 1.2450572 1.2765595 1.2978506 1.3483126 1.0664615 1.1410516
[230,] 2.6781161 2.339730 1.2832863 0.9316782 1.2531853 1.2821902 1.3048645 1.3528883 1.0766439 1.1462355
[231,] 2.7315103 2.367149 1.3123055 0.9551088 1.2736560 1.2963714 1.3225291 1.3644123 1.1022891 1.1592913
[232,] 2.7900084 2.397189 1.3440986 0.9807791 1.2960835 1.3119081 1.3418822 1.3770381 1.1303843 1.1735953
[233,] 2.7982531 2.401423 1.3485795 0.9843970 1.2992445 1.3140978 1.3446098 1.3788176 1.1343442 1.1756113
[234,] 2.8076756 2.406262 1.3537006 0.9885318 1.3028569 1.3166004 1.3477271 1.3808513 1.1388695 1.1779152
[235,] 2.8426175 2.424206 1.3726911 1.0038651 1.3162532 1.3258807 1.3592866 1.3883929 1.1556509 1.1864590
[236,] 2.8626403 2.434488 1.3835733 1.0126515 1.3239297 1.3311986 1.3659108 1.3927146 1.1652672 1.1913548
[237,] 2.8759889 2.441343 1.3908281 1.0185092 1.3290474 1.3347439 1.3703269 1.3955957 1.1716781 1.1946187
[238,] 2.8814853 2.444165 1.3938154 1.0209212 1.3311547 1.3362037 1.3721453 1.3967820 1.1743178 1.1959627
[239,] 2.8932635 2.450214 1.4002167 1.0260897 1.3356703 1.3393319 1.3760418 1.3993241 1.1799745 1.1988426
[240,] 2.9054342 2.456464 1.4068314 1.0314305 1.3403364 1.3425644 1.3800682 1.4019509 1.1858197 1.2018185
[241,] 2.9101455 2.458883 1.4093919 1.0334979 1.3421427 1.3438156 1.3816269 1.4029677 1.1880825 1.2029705
[242,] 3.0224304 2.516544 1.4704177 1.0827713 1.3851914 1.3736377 1.4187739 1.4272018 1.2420109 1.2404762
[243,] 3.0283195 2.519568 1.4736183 1.0853555 1.3874492 1.3752018 1.4207222 1.4284728 1.2448392 1.2425932
[244,] 3.1146925 2.563923 1.5205612 1.1232581 1.4205636 1.3981419 1.4492970 1.4471150 1.2863215 1.2736407
n=220 n=340 n=510 n=760
[1,] 0.7760518 0.7123258 0.7835687 0.6568216
[2,] 0.8134458 0.7653645 0.8115866 0.7129228
[3,] 0.8177636 0.7714887 0.8148220 0.7194007
[4,] 0.8277095 0.7855959 0.8222742 0.7343218
[5,] 0.8346486 0.7954373 0.8274735 0.7447325
[6,] 0.8436693 0.8082327 0.8342324 0.7582663
[7,] 0.8441319 0.8088889 0.8345790 0.7589603
[8,] 0.8502229 0.8175282 0.8391427 0.7680987
[9,] 0.8569306 0.8270425 0.8441686 0.7781618
[10,] 0.8672621 0.8416966 0.8519096 0.7936625
[11,] 0.8699606 0.8455240 0.8539316 0.7977113
[12,] 0.8702690 0.8459615 0.8541626 0.7981738
[13,] 0.8711171 0.8471644 0.8547981 0.7994455
[14,] 0.8729675 0.8497887 0.8561846 0.8022216
[15,] 0.8748951 0.8525228 0.8576290 0.8051135
[16,] 0.8770539 0.8555850 0.8592467 0.8083524
[17,] 0.8814486 0.8618185 0.8625395 0.8149463
[18,] 0.8825280 0.8633495 0.8633483 0.8165656
[19,] 0.8840700 0.8655366 0.8645037 0.8188793
[20,] 0.8957119 0.8820488 0.8732267 0.8363451
[21,] 0.8962516 0.8828143 0.8736311 0.8371549
[22,] 0.9028822 0.8922196 0.8785991 0.8471033
[23,] 0.9079709 0.8994373 0.8824120 0.8547369
[24,] 0.9092045 0.9011870 0.8833363 0.8565878
[25,] 0.9132137 0.9068735 0.8863404 0.8626029
[26,] 0.9161436 0.9110291 0.8885356 0.8669982
[27,] 0.9190734 0.9151847 0.8907309 0.8713944
[28,] 0.9223117 0.9197776 0.8931570 0.8762525
[29,] 0.9233141 0.9211994 0.8939079 0.8777560
[30,] 0.9243164 0.9226212 0.8946589 0.8792596
[31,] 0.9245477 0.9229493 0.8948322 0.8796066
[32,] 0.9256271 0.9244804 0.8956410 0.8812260
[33,] 0.9257042 0.9245898 0.8956987 0.8813417
[34,] 0.9258584 0.9248085 0.8958143 0.8815730
[35,] 0.9311012 0.9322447 0.8997430 0.8894396
[36,] 0.9321806 0.9337757 0.9005517 0.8910588
[37,] 0.9361128 0.9393530 0.9034978 0.8969580
[38,] 0.9364212 0.9397904 0.9037289 0.8974206
[39,] 0.9369609 0.9405559 0.9041333 0.8982303
[40,] 0.9386571 0.9429618 0.9054042 0.9007751
[41,] 0.9391968 0.9437273 0.9058086 0.9015848
[42,] 0.9411243 0.9464612 0.9072529 0.9044766
[43,] 0.9422037 0.9479923 0.9080617 0.9060961
[44,] 0.9427434 0.9487578 0.9084660 0.9069058
[45,] 0.9438228 0.9502888 0.9092748 0.9085252
[46,] 0.9451335 0.9521479 0.9102569 0.9104917
[47,] 0.9455190 0.9526947 0.9105458 0.9110701
[48,] 0.9500679 0.9591468 0.9139542 0.9178947
[49,] 0.9501450 0.9592561 0.9140119 0.9180103
[50,] 0.9577780 0.9700825 0.9197311 0.9294619
[51,] 0.9588574 0.9716136 0.9205399 0.9310814
[52,] 0.9598597 0.9730352 0.9212909 0.9325851
[53,] 0.9605536 0.9740195 0.9218108 0.9336262
[54,] 0.9623269 0.9765347 0.9231395 0.9362866
[55,] 0.9626353 0.9769721 0.9233706 0.9367493
[56,] 0.9631750 0.9777376 0.9237750 0.9375590
[57,] 0.9632521 0.9778470 0.9238327 0.9376747
[58,] 0.9655651 0.9811277 0.9255658 0.9411449
[59,] 0.9705767 0.9882360 0.9293209 0.9486637
[60,] 0.9708851 0.9886735 0.9295519 0.9491264
[61,] 0.9721958 0.9905325 0.9305340 0.9510928
[62,] 0.9723500 0.9907513 0.9306495 0.9513241
[63,] 0.9725042 0.9909700 0.9307651 0.9515555
[64,] 0.9726584 0.9911887 0.9308806 0.9517868
[65,] 0.9731981 0.9919542 0.9312850 0.9525965
[66,] 0.9762050 0.9962191 0.9335380 0.9571077
[67,] 0.9762821 0.9963285 0.9335958 0.9572234
[68,] 0.9764363 0.9965472 0.9337113 0.9574547
[69,] 0.9809081 1.0028900 0.9370619 0.9641637
[70,] 0.9831440 1.0060614 0.9387372 0.9675182
[71,] 0.9834524 1.0064989 0.9389683 0.9679809
[72,] 0.9841463 1.0074831 0.9394883 0.9690220
[73,] 0.9844547 1.0079205 0.9397193 0.9694847
[74,] 0.9846860 1.0082486 0.9398926 0.9698317
[75,] 0.9856883 1.0096702 0.9406436 0.9713354
[76,] 0.9861509 1.0103264 0.9409903 0.9720295
[77,] 0.9875388 1.0122948 0.9420301 0.9741116
[78,] 0.9886953 1.0139352 0.9428967 0.9758467
[79,] 0.9890037 1.0143726 0.9431277 0.9763094
[80,] 0.9896976 1.0153568 0.9436477 0.9773504
[81,] 0.9899289 1.0156849 0.9438210 0.9776974
[82,] 0.9920877 1.0187469 0.9454385 0.9809363
[83,] 0.9921648 1.0188563 0.9454963 0.9810519
[84,] 0.9927045 1.0196218 0.9459007 0.9818617
[85,] 0.9934755 1.0207154 0.9464784 0.9830184
[86,] 0.9935526 1.0208247 0.9465361 0.9831341
[87,] 0.9937839 1.0211528 0.9467094 0.9834811
[88,] 0.9964053 1.0248710 0.9486736 0.9874139
[89,] 0.9972534 1.0260739 0.9493091 0.9886863
[90,] 0.9974076 1.0262926 0.9494246 0.9889177
[91,] 0.9975618 1.0265113 0.9495401 0.9891490
[92,] 0.9976389 1.0266207 0.9495979 0.9892647
[93,] 0.9979473 1.0270581 0.9498290 0.9897274
[94,] 1.0004917 1.0306669 0.9517354 0.9935446
[95,] 1.0008772 1.0312137 0.9520242 0.9941230
[96,] 1.0013398 1.0318699 0.9523708 0.9948170
[97,] 1.0032673 1.0346038 0.9538151 0.9977088
[98,] 1.0038841 1.0354787 0.9542772 0.9986342
[99,] 1.0048864 1.0369004 0.9550282 1.0001380
[100,] 1.0055032 1.0377752 0.9554904 1.0010634
[101,] 1.0062742 1.0388688 0.9560681 1.0022201
[102,] 1.0065055 1.0391969 0.9562414 1.0025671
[103,] 1.0066597 1.0394156 0.9563569 1.0027984
[104,] 1.0073536 1.0403998 0.9568769 1.0038395
[105,] 1.0076620 1.0408372 0.9571079 1.0043022
[106,] 1.0082788 1.0417121 0.9575701 1.0052276
[107,] 1.0085872 1.0421495 0.9578012 1.0056903
[108,] 1.0092811 1.0431338 0.9583211 1.0067313
[109,] 1.0104376 1.0447741 0.9591876 1.0084664
[110,] 1.0112086 1.0458677 0.9597653 1.0096231
[111,] 1.0118254 1.0467426 0.9602275 1.0105485
[112,] 1.0122109 1.0472894 0.9605163 1.0111269
[113,] 1.0139072 1.0496952 0.9617873 1.0136717
[114,] 1.0156805 1.0522105 0.9631160 1.0163321
[115,] 1.0166057 1.0535228 0.9638092 1.0177202
[116,] 1.0172225 1.0543977 0.9642713 1.0186456
[117,] 1.0178393 1.0552725 0.9647335 1.0195710
[118,] 1.0184561 1.0561474 0.9651957 1.0204964
[119,] 1.0187645 1.0565848 0.9654267 1.0209591
[120,] 1.0188416 1.0566942 0.9654845 1.0210747
[121,] 1.0199210 1.0582252 0.9662933 1.0226941
[122,] 1.0205378 1.0591001 0.9667554 1.0236195
[123,] 1.0228508 1.0623808 0.9684885 1.0270897
[124,] 1.0245470 1.0647867 0.9697594 1.0297088
[125,] 1.0246241 1.0648960 0.9698172 1.0298335
[126,] 1.0249325 1.0653335 0.9700483 1.0303324
[127,] 1.0253951 1.0659896 0.9703949 1.0310806
[128,] 1.0263974 1.0674112 0.9711459 1.0327019
[129,] 1.0268600 1.0680674 0.9714925 1.0334502
[130,] 1.0269371 1.0681767 0.9715503 1.0335749
[131,] 1.0273997 1.0688329 0.9718969 1.0343232
[132,] 1.0274768 1.0689422 0.9719547 1.0344479
[133,] 1.0282479 1.0700358 0.9725324 1.0356951
[134,] 1.0285563 1.0704733 0.9727635 1.0361939
[135,] 1.0288647 1.0709107 0.9729945 1.0366928
[136,] 1.0295586 1.0718949 0.9735145 1.0378152
[137,] 1.0296357 1.0720043 0.9735722 1.0379399
[138,] 1.0300212 1.0725511 0.9738611 1.0385635
[139,] 1.0302525 1.0728791 0.9740344 1.0389376
[140,] 1.0307922 1.0736446 0.9744388 1.0398106
[141,] 1.0314090 1.0745195 0.9749009 1.0408083
[142,] 1.0315632 1.0747382 0.9750165 1.0410577
[143,] 1.0328739 1.0765973 0.9759986 1.0431779
[144,] 1.0343388 1.0786751 0.9770962 1.0455475
[145,] 1.0348785 1.0794406 0.9775006 1.0464205
[146,] 1.0360350 1.0810810 0.9783671 1.0482912
[147,] 1.0363434 1.0815184 0.9785982 1.0487901
[148,] 1.0366518 1.0819559 0.9788293 1.0492890
[149,] 1.0374228 1.0830494 0.9794070 1.0505361
[150,] 1.0378854 1.0837056 0.9797536 1.0512844
[151,] 1.0384251 1.0844711 0.9801580 1.0521574
[152,] 1.0392732 1.0856740 0.9807934 1.0535293
[153,] 1.0417404 1.0891735 0.9826420 1.0575201
[154,] 1.0428199 1.0907045 0.9834508 1.0592662
[155,] 1.0429741 1.0909233 0.9835664 1.0595156
[156,] 1.0441306 1.0925636 0.9844329 1.0613863
[157,] 1.0442848 1.0927824 0.9845484 1.0616357
[158,] 1.0447474 1.0934385 0.9848951 1.0623840
[159,] 1.0462894 1.0956257 0.9860504 1.0648783
[160,] 1.0464436 1.0958444 0.9861660 1.0651277
[161,] 1.0473688 1.0971567 0.9868592 1.0666243
[162,] 1.0482940 1.0984690 0.9875524 1.0681209
[163,] 1.0483711 1.0985783 0.9876102 1.0682456
[164,] 1.0485253 1.0987970 0.9877257 1.0684950
[165,] 1.0489879 1.0994532 0.9880724 1.0692433
[166,] 1.0501444 1.1010936 0.9889389 1.0711140
[167,] 1.0513780 1.1028433 0.9898632 1.0731094
[168,] 1.0517635 1.1033901 0.9901521 1.0737330
[169,] 1.0527658 1.1048117 0.9909031 1.0753543
[170,] 1.0532284 1.1054679 0.9912497 1.0761025
[171,] 1.0542307 1.1068895 0.9920007 1.0777238
[172,] 1.0543849 1.1071083 0.9921162 1.0779733
[173,] 1.0557727 1.1090767 0.9931561 1.0802182
[174,] 1.0569292 1.1107171 0.9940226 1.0820889
[175,] 1.0603217 1.1155288 0.9965645 1.0875764
[176,] 1.0607072 1.1160756 0.9968534 1.0881999
[177,] 1.0609385 1.1164037 0.9970267 1.0885741
[178,] 1.0622492 1.1182628 0.9980087 1.0906942
[179,] 1.0638683 1.1205593 0.9992219 1.0933132
[180,] 1.0640996 1.1208874 0.9993952 1.0936873
[181,] 1.0647164 1.1217622 0.9998574 1.0946850
[182,] 1.0657187 1.1231839 1.0006084 1.0963064
[183,] 1.0657958 1.1232933 1.0006661 1.0964311
[184,] 1.0664126 1.1241681 1.0011283 1.0974288
[185,] 1.0698822 1.1290892 1.0037279 1.1030409
[186,] 1.0701135 1.1294173 1.0039012 1.1034151
[187,] 1.0716555 1.1316045 1.0050566 1.1059094
[188,] 1.0726578 1.1330261 1.0058076 1.1075307
[189,] 1.0731975 1.1337916 1.0062120 1.1084037
[190,] 1.0745082 1.1356507 1.0071941 1.1105238
[191,] 1.0750479 1.1364162 1.0075985 1.1113968
[192,] 1.0760502 1.1378379 1.0083494 1.1130181
[193,] 1.0762044 1.1380566 1.0084650 1.1132675
[194,] 1.0766670 1.1387127 1.0088116 1.1140158
[195,] 1.0778235 1.1403531 1.0096781 1.1158865
[196,] 1.0794426 1.1426496 1.0108913 1.1185055
[197,] 1.0800594 1.1435244 1.0113535 1.1195033
[198,] 1.0801365 1.1436338 1.0114112 1.1196280
[199,] 1.0826808 1.1472426 1.0133176 1.1237436
[200,] 1.0843771 1.1496485 1.0145886 1.1264873
[201,] 1.0864588 1.1526011 1.0161483 1.1298546
[202,] 1.0893886 1.1567567 1.0183436 1.1345937
[203,] 1.0902367 1.1579596 1.0189790 1.1359655
[204,] 1.0903909 1.1581784 1.0190946 1.1362150
[205,] 1.0913161 1.1594907 1.0197878 1.1377112
[206,] 1.0938605 1.1630995 1.0216942 1.1418272
[207,] 1.0944002 1.1638650 1.0220985 1.1427001
[208,] 1.0960193 1.1661614 1.0233117 1.1453188
[209,] 1.0977927 1.1686765 1.0246404 1.1481872
[210,] 1.0978698 1.1687858 1.0246982 1.1483119
[211,] 1.0987179 1.1699888 1.0253336 1.1496840
[212,] 1.0988721 1.1702075 1.0254492 1.1499335
[213,] 1.0994118 1.1709731 1.0258536 1.1508066
[214,] 1.0994889 1.1710824 1.0259113 1.1509314
[215,] 1.1006454 1.1727228 1.0267779 1.1528024
[216,] 1.1009538 1.1731603 1.0270090 1.1533011
[217,] 1.1080471 1.1832217 1.0323237 1.1647750
[218,] 1.1083555 1.1836591 1.0325548 1.1652738
[219,] 1.1115936 1.1882522 1.0349810 1.1705120
[220,] 1.1128272 1.1900020 1.0359053 1.1725074
[221,] 1.1148318 1.1928453 1.0374073 1.1757499
[222,] 1.1149089 1.1929546 1.0374651 1.1758746
[223,] 1.1164509 1.1951418 1.0386204 1.1783689
[224,] 1.1172219 1.1962354 1.0391981 1.1796160
[225,] 1.1184555 1.1979851 1.0401224 1.1816116
[226,] 1.1207685 1.2012659 1.0418557 1.1853524
[227,] 1.1233899 1.2049841 1.0438199 1.1895928
[228,] 1.1235441 1.2052028 1.0439354 1.1898422
[229,] 1.1243922 1.2064058 1.0445708 1.1912139
[230,] 1.1285558 1.2123106 1.0476903 1.1979489
[231,] 1.1390412 1.2271832 1.0592659 1.2149100
[232,] 1.1505290 1.2434775 1.0854958 1.2334921
[233,] 1.1521481 1.2457741 1.0891925 1.2361112
[234,] 1.1539985 1.2483987 1.0934172 1.2391048
[235,] 1.1608605 1.2581316 1.1090847 1.2502036
[236,] 1.1647927 1.2637089 1.1180624 1.2565651
[237,] 1.1674142 1.2674270 1.1240482 1.2608053
[238,] 1.1684936 1.2689580 1.1265128 1.2625512
[239,] 1.1708066 1.2722387 1.1317939 1.2662925
[240,] 1.1731968 1.2756288 1.1372510 1.2701586
[241,] 1.1741220 1.2769413 1.1393634 1.2716553
[242,] 1.1961728 1.3082174 1.1897111 1.3073234
[243,] 1.1973293 1.3098578 1.1923508 1.3091939
[244,] 1.2142913 1.3339163 1.2310798 1.3366308
>
> pSq.1 <- vapply(CRSqr, predict, FUN.VALUE=newd, newdata = newd, deriv = 1)
> print(pSq.1, digits = 3)
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760
[1,] 0.23 -0.856 -0.389 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -2.393766 -0.8665
[2,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.052764 -0.8665
[3,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.052764 -0.8664
[4,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.169126 -0.0138
[5,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.048734 -0.0138
[6,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -8.793079 -0.0138
[7,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.051116 -0.0138
[8,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.051116 -0.0138
[9,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.129275 -0.0138
[10,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.249393 -0.0138
[11,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.299009 -0.0138
[12,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.299009 -0.0138
[13,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.644542 -0.0138
[14,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -1.986889 -0.0138
[15,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.742679 -0.0138
[16,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.742679 -0.0138
[17,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.028743 -0.0138
[18,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.028743 -0.0138
[19,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.573525 -0.0138
[20,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.228185 -0.0138
[21,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.228185 -0.0138
[22,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.044675 -0.0138
[23,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.672156 -0.0138
[24,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.551748 -0.0138
[25,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.890362 -0.0138
[26,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.360715 -0.0138
[27,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.490984 -0.0138
[28,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138
[29,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138
[30,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138
[31,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.092655 -0.0138
[32,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138
[33,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138
[34,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138
[35,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.148829 -0.0138
[36,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.034898 -0.0138
[37,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[38,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[39,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[40,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[41,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[42,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[43,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[44,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[45,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[46,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[47,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[48,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[49,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[50,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.306798 -0.0138
[51,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[52,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[53,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[54,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[55,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[56,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[57,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[58,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[59,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[60,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.047138 -0.0138
[61,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.215772 -0.0138
[62,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.215772 -0.0138
[63,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.215772 -0.0138
[64,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.215772 -0.0138
[65,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.215772 -0.0138
[66,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.382093 -0.0138
[67,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.382093 -0.0138
[68,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.382093 -0.0138
[69,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.050902 -0.0138
[70,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[71,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[72,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[73,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[74,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[75,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[76,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[77,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[78,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[79,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[80,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.398205 -0.0138
[81,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.398205 -0.0138
[82,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[83,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[84,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[85,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[86,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[87,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[88,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[89,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[90,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[91,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[92,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.195825 -0.0138
[93,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.437448 -0.0138
[94,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[95,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[96,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[97,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[98,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[99,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[100,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.957768 -0.0138
[101,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[102,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[103,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[104,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[105,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[106,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[107,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[108,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 -0.671 -0.346731 -0.0138
[109,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.346731 -0.0138
[110,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.346731 -0.0138
[111,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.346731 -0.0138
[112,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.346731 -0.0138
[113,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.346731 -0.0138
[114,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[115,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[116,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[117,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[118,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[119,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[120,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[121,] 0.23 0.722 0.487 -0.397 0.199 0.535 -0.294 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[122,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.052479 -0.0138
[123,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -1.589873 -0.0138
[124,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[125,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[126,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[127,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[128,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[129,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[130,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[131,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[132,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[133,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[134,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[135,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138
[136,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138
[137,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138
[138,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138
[139,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138
[140,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[141,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[142,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[143,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[144,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[145,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[146,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[147,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[148,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138
[149,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138
[150,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138
[151,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138
[152,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 1.714493 -0.0138
[153,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[154,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[155,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[156,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[157,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[158,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[159,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[160,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[161,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138
[162,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138
[163,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138
[164,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138
[165,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138
[166,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138
[167,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138
[168,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138
[169,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 1.957475 -0.0138
[170,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138
[171,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138
[172,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138
[173,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.466402 -0.0138
[174,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.111784 -0.0138
[175,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138
[176,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138
[177,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138
[178,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138
[179,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138
[180,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138
[181,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138
[182,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138
[183,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138
[184,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138
[185,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138
[186,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138
[187,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138
[188,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138
[189,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138
[190,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 3.703417 -0.0138
[191,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.249896 -0.0138
[192,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138
[193,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138
[194,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138
[195,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138
[196,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628
[197,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628
[198,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628
[199,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.233513 0.1628
[200,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628
[201,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628
[202,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628
[203,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.018499 0.1628
[204,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.018499 0.1628
[205,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.893610 0.1628
[206,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628
[207,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628
[208,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628
[209,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628
[210,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628
[211,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628
[212,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628
[213,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628
[214,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628
[215,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 4.384547 0.1628
[216,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.005236 0.1628
[217,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.088424 0.1628
[218,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.088424 0.1628
[219,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.186246 0.1628
[220,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.573581 0.1628
[221,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.173419 0.1628
[222,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.173419 0.1628
[223,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.564863 0.1628
[224,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628
[225,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628
[226,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628
[227,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.1628
[228,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.1628
[229,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.2967
[230,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 2.249954 0.2968
[231,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.073663 0.2967
[232,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.073663 0.2968
[233,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.286176 0.2968
[234,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.224859 0.2968
[235,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.410 0.716 0.796683 0.2967
[236,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.410 0.716 0.796683 0.2967
[237,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968
[238,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968
[239,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968
[240,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.000808 0.2968
[241,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.000808 0.2968
[242,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.409 0.716 0.695436 0.2968
[243,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.695436 0.2968
[244,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.963 0.264 0.409 0.716 0.132504 0.4854
>
> pEx.1 <- vapply(CRExp, predict, FUN.VALUE=newd, newdata = newd, deriv = 1)
> print(pEx.1, digits = 3)
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760
[1,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.577 1.16
[2,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[3,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[4,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[5,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[6,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[7,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[8,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[9,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[10,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[11,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[12,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.15
[13,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[14,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[15,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[16,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[17,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[18,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[19,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[20,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[21,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[22,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.577 1.16
[23,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[24,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[25,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[26,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[27,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[28,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[29,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[30,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[31,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[32,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[33,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[34,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[35,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[36,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[37,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[38,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[39,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[40,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[41,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[42,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[43,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[44,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[45,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[46,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[47,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[48,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[49,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[50,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[51,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[52,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[53,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[54,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[55,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[56,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[57,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[58,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[59,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[60,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[61,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[62,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[63,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[64,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[65,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[66,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[67,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[68,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[69,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[70,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[71,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[72,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[73,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[74,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[75,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[76,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[77,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[78,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[79,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[80,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[81,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[82,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[83,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[84,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[85,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[86,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[87,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[88,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[89,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[90,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[91,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[92,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[93,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[94,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[95,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[96,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[97,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[98,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[99,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[100,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[101,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[102,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[103,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[104,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[105,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[106,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[107,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[108,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[109,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[110,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[111,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[112,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[113,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[114,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[115,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[116,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[117,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[118,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[119,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[120,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[121,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[122,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[123,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[124,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[125,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[126,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[127,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[128,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[129,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[130,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[131,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[132,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[133,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[134,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[135,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[136,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[137,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[138,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[139,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[140,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[141,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[142,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[143,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[144,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[145,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[146,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[147,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[148,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[149,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[150,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[151,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[152,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[153,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[154,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[155,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[156,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[157,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[158,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[159,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[160,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[161,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[162,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[163,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[164,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[165,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[166,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[167,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[168,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[169,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[170,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[171,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[172,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[173,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[174,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[175,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[176,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[177,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[178,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[179,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[180,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[181,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[182,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[183,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[184,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[185,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[186,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[187,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[188,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[189,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[190,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[191,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[192,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[193,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[194,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[195,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[196,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[197,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[198,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[199,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[200,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[201,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[202,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[203,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[204,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[205,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[206,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[207,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[208,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[209,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[210,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[211,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[212,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[213,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[214,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[215,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[216,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[217,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[218,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[219,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[220,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[221,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[222,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[223,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25
[224,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25
[225,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25
[226,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25
[227,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.577 1.25
[228,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.577 1.25
[229,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[230,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[231,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.758 1.25
[232,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[233,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[234,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[235,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[236,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[237,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[238,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[239,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[240,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[241,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[242,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.761 1.25
[243,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25
[244,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25
>
> ## --- LseR
>
> LseRSqr <- lapply(LseR.sqr, `[[`, "fit")
> prMilli (t(sapply(LseR.sqr, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . 1
n=6 1 . 1
n=9 . . .
n=13 1 . .
n=20 . . .
n=30 . . 1
n=44 . . 1
n=67 1 . 1
n=100 2 . 3
n=150 5 . 6
n=220 15 . 25
n=340 54 . 54
n=510 185 3 200
n=760 622 9 816
>
> LseRExp <- lapply(LseR.exp, `[[`, "fit")
> prMilli (t(sapply(LseR.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . .
n=6 1 . .
n=9 . . 1
n=13 . . 1
n=20 . . 1
n=30 . . .
n=44 1 . .
n=67 1 . 1
n=100 2 . 2
n=150 6 . 5
n=220 14 . 15
n=340 53 . 54
n=510 208 4 310
n=760 626 8 714
>
> if(do.pdf) pdf("cvxLseR_sqr.pdf"); invisible( lapply(LseRSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxLseR_exp.pdf"); invisible( lapply(LseRExp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> str(pSq <- vapply(LseRSqr, predict, FUN.VALUE=newd, newdata = newd))
num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
> pSq # default 7 digits
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.0156297836 -0.29926460 0.1776656 0.15578777 0.4182920 0.19504690 0.2273278 0.07640846 0.1866759620
[2,] -0.0044657426 -0.34077350 0.1624504 0.13653102 0.4279408 0.17325283 0.2130848 0.07708897 0.1648775694
[3,] -0.0031766987 -0.34556628 0.1651784 0.13430756 0.4290549 0.17073640 0.2114402 0.07716755 0.1623606416
[4,] -0.0002072939 -0.35660679 0.1714626 0.12918566 0.4316212 0.16493963 0.2076519 0.07734855 0.1565627187
[5,] 0.0018643838 -0.36430948 0.1758469 0.12561224 0.4334118 0.16089537 0.2050088 0.07747483 0.1525176562
[6,] 0.0045575648 -0.37432296 0.1815465 0.12096680 0.4357394 0.15563783 0.2015729 0.07763900 0.1472590749
[7,] 0.0046956766 -0.37483648 0.1818388 0.12072857 0.4358588 0.15536821 0.2013967 0.07764742 0.1469894040
[8,] 0.0065141493 -0.38159772 0.1856872 0.11759190 0.4374304 0.15181825 0.1990767 0.07775826 0.1434387380
[9,] 0.0085167711 -0.38904365 0.1899254 0.11413760 0.4391613 0.14790880 0.1965218 0.07788033 0.1395285109
[10,] 0.0116012690 -0.38332289 0.1964531 0.10881717 0.4418271 0.14188735 0.1925866 0.07806835 0.1335058623
[11,] 0.0124069215 -0.38079608 0.1981582 0.10742751 0.4425234 0.14031458 0.1915587 0.07811746 0.1319327824
[12,] 0.0124989960 -0.38050730 0.1983530 0.10726869 0.4426030 0.14013484 0.1914413 0.07812307 0.1317530018
[13,] 0.0127522011 -0.37971315 0.1988889 0.10683194 0.4428218 0.13964054 0.1911182 0.07813851 0.1312586053
[14,] 0.0133046485 -0.37798048 0.2000580 0.10587903 0.4432993 0.13856207 0.1904134 0.07817218 0.1301799220
[15,] 0.0138801145 -0.37617561 0.2012759 0.10488641 0.4437967 0.13743866 0.1896792 0.07820726 0.1290562935
[16,] 0.0145246365 -0.37415416 0.2026399 0.10377468 0.4443537 0.13618045 0.1888570 0.07824655 0.1277978296
[17,] 0.0158366990 -0.37003906 0.2054166 0.10151152 0.4454877 0.13361909 0.1871830 0.07832653 0.1252359566
[18,] 0.0161589600 -0.36902833 0.2060986 0.10095565 0.4457662 0.13298998 0.1867719 0.07834617 0.1246067247
[19,] 0.0166193328 -0.36758444 0.2070729 0.10016156 0.4461641 0.13209125 0.1861846 0.07837423 0.1237078219
[20,] 0.0200951476 -0.35668303 0.2144288 0.09416616 0.4491682 0.12530588 0.1817501 0.07858610 0.1169211059
[21,] 0.0202562781 -0.35617767 0.2147698 0.09388823 0.4493074 0.12499133 0.1815446 0.07859593 0.1166064899
[22,] 0.0222358813 -0.34996892 0.2189592 0.09047363 0.4510184 0.12112682 0.1790190 0.07871659 0.1127412079
[23,] 0.0237551116 -0.34520407 0.2221744 0.08785312 0.4523314 0.11816103 0.1770808 0.07880920 0.1097748288
[24,] 0.0241234099 -0.34404895 0.2229538 0.08721785 0.4526497 0.11744205 0.1766109 0.07883165 0.1090557065
[25,] 0.0253203792 -0.34029483 0.2254870 0.08515320 0.4536842 0.11510536 0.1750838 0.07890461 0.1067185593
[26,] 0.0261950876 -0.33755143 0.2273381 0.08364443 0.4544402 0.11339779 0.1739679 0.07895793 0.1050106440
[27,] 0.0270697960 -0.33480803 0.2291893 0.08213565 0.4551962 0.11169021 0.1728519 0.07901125 0.1033027287
[28,] 0.0280365789 -0.33177585 0.2312353 0.08046806 0.4560318 0.10980289 0.1716185 0.07907018 0.1014150329
[29,] 0.0283358212 -0.33083732 0.2318686 0.07995190 0.4562904 0.10921872 0.1712367 0.07908842 0.1008307461
[30,] 0.0286350636 -0.32989878 0.2325019 0.07943573 0.4565490 0.10863455 0.1708549 0.07910666 0.1002464592
[31,] 0.0287041195 -0.32968220 0.2326480 0.07931662 0.4566087 0.10849974 0.1707668 0.07911087 0.1001116238
[32,] 0.0290263805 -0.32867147 0.2333300 0.07876076 0.4568872 0.10787063 0.1703557 0.07913051 0.0994823919
[33,] 0.0290493991 -0.32859928 0.2333787 0.07872105 0.4569071 0.10782570 0.1703263 0.07913192 0.0994374467
[34,] 0.0290954364 -0.32845489 0.2334762 0.07864164 0.4569469 0.10773582 0.1702676 0.07913472 0.0993475565
[35,] 0.0306607040 -0.32354565 0.2367887 0.07594173 0.4582997 0.10468016 0.1682706 0.07923014 0.0962912870
[36,] 0.0309829650 -0.32253492 0.2374707 0.07538586 0.4585783 0.10405105 0.1678595 0.07924978 0.0956620550
[37,] 0.0321569157 -0.31885299 0.2399552 0.07336092 0.4595929 0.10175931 0.1663618 0.07932134 0.0933698529
[38,] 0.0322489902 -0.31856421 0.2401500 0.07320211 0.4596725 0.10157956 0.1662443 0.07932695 0.0931900724
[39,] 0.0324101207 -0.31805885 0.2404910 0.07292417 0.4598117 0.10126501 0.1660387 0.07933677 0.0928754564
[40,] 0.0329165308 -0.31647056 0.2415628 0.07205067 0.4602494 0.10027641 0.1653927 0.07936764 0.0918866634
[41,] 0.0330776613 -0.31596520 0.2419038 0.07177274 0.4603887 0.09996186 0.1651871 0.07937746 0.0915720474
[42,] 0.0336531274 -0.31416033 0.2431216 0.07078012 0.4608860 0.09883845 0.1644529 0.07941254 0.0904484189
[43,] 0.0339753883 -0.31314960 0.2438036 0.07022426 0.4611645 0.09820935 0.1640418 0.07943219 0.0898191869
[44,] 0.0341365188 -0.31264424 0.2441446 0.06994632 0.4613038 0.09789479 0.1638362 0.07944201 0.0895045710
[45,] 0.0344587798 -0.31163351 0.2448266 0.06939046 0.4615823 0.09726568 0.1634251 0.07946165 0.0888753390
[46,] 0.0348500967 -0.31040620 0.2456548 0.06871548 0.4619205 0.09650177 0.1629258 0.07948550 0.0881112717
[47,] 0.0349651899 -0.31004523 0.2458984 0.06851696 0.4620200 0.09627709 0.1627790 0.07949252 0.0878865460
[48,] 0.0363232897 -0.30578574 0.2487725 0.06617438 0.4631938 0.09362585 0.1610463 0.07957530 0.0852347827
[49,] 0.0363463084 -0.30571355 0.2488212 0.06613468 0.4632137 0.09358091 0.1610170 0.07957671 0.0851898376
[50,] 0.0386251539 -0.29856627 0.2536440 0.06220392 0.4651832 0.08913223 0.1581096 0.07971562 0.0807402688
[51,] 0.0389474148 -0.29755554 0.2543260 0.06164805 0.4654617 0.08850312 0.1576985 0.07973526 0.0801110369
[52,] 0.0392466572 -0.29661701 0.2549592 0.06113189 0.4657204 0.08791895 0.1573167 0.07975350 0.0795267501
[53,] 0.0394538249 -0.29596726 0.2553977 0.06077455 0.4658994 0.08751453 0.1570524 0.07976613 0.0791222438
[54,] 0.0399832537 -0.29430678 0.2565181 0.05986134 0.4663570 0.08648099 0.1563770 0.07979840 0.0780885056
[55,] 0.0400753283 -0.29401800 0.2567130 0.05970253 0.4664366 0.08630125 0.1562595 0.07980401 0.0779087251
[56,] 0.0402364588 -0.29351263 0.2570540 0.05942459 0.4665758 0.08598669 0.1560539 0.07981383 0.0775941091
[57,] 0.0402594774 -0.29344044 0.2571027 0.05938489 0.4665957 0.08594176 0.1560246 0.07981524 0.0775491639
[58,] 0.0409500366 -0.29127460 0.2585641 0.05819375 0.4671926 0.08459367 0.1551436 0.07985733 0.0762008098
[59,] 0.0424462483 -0.28658194 0.2617306 0.05561295 0.4684857 0.08167282 0.1532347 0.07994853 0.0732793757
[60,] 0.0425383229 -0.28629316 0.2619254 0.05545413 0.4685653 0.08149307 0.1531172 0.07995415 0.0730995952
[61,] 0.0429296398 -0.28506585 0.2627536 0.05477915 0.4689035 0.08072916 0.1526180 0.07997800 0.0723355278
[62,] 0.0429756771 -0.28492146 0.2628510 0.05469974 0.4689433 0.08063928 0.1525593 0.07998081 0.0722456375
[63,] 0.0430217143 -0.28477707 0.2629484 0.05462033 0.4689831 0.08054941 0.1525005 0.07998361 0.0721557472
[64,] 0.0430677516 -0.28463268 0.2630459 0.05454092 0.4690229 0.08045954 0.1524418 0.07998642 0.0720658570
[65,] 0.0432288821 -0.28412732 0.2633869 0.05426299 0.4691621 0.08014499 0.1522362 0.07999624 0.0717512410
[66,] 0.0441266091 -0.28131172 0.2652867 0.05271451 0.4699380 0.07839247 0.1510909 0.08005096 0.0699983806
[67,] 0.0441496278 -0.28123953 0.2653354 0.05267480 0.4699579 0.07834754 0.1510615 0.08005237 0.0699534354
[68,] 0.0441956650 -0.28109514 0.2654329 0.05259539 0.4699977 0.07825766 0.1510028 0.08005517 0.0698635451
[69,] 0.0455307462 -0.27690784 0.2682583 0.05029252 0.4711516 0.07565136 0.1492995 0.08013655 0.0672567271
[70,] 0.0461982868 -0.27481420 0.2696710 0.04914109 0.4717285 0.07434821 0.1484479 0.08017724 0.0659533180
[71,] 0.0462903614 -0.27452542 0.2698659 0.04898227 0.4718081 0.07416847 0.1483304 0.08018286 0.0657735375
[72,] 0.0464975292 -0.27387566 0.2703043 0.04862493 0.4719871 0.07376404 0.1480661 0.08019548 0.0653690312
[73,] 0.0465896037 -0.27358689 0.2704992 0.04846611 0.4720667 0.07358430 0.1479486 0.08020110 0.0651892507
[74,] 0.0466586597 -0.27337030 0.2706453 0.04834700 0.4721264 0.07344949 0.1478605 0.08020531 0.0650544152
[75,] 0.0469579020 -0.27243177 0.2712786 0.04783084 0.4723850 0.07286532 0.1474788 0.08022355 0.0644701284
[76,] 0.0470960138 -0.27199860 0.2715709 0.04759261 0.4725044 0.07259570 0.1473026 0.08023197 0.0642004576
[77,] 0.0475103494 -0.27069910 0.2724478 0.04687792 0.4728625 0.07178685 0.1467740 0.08025722 0.0633914451
[78,] 0.0478556290 -0.26961617 0.2731785 0.04628235 0.4731609 0.07111281 0.1463334 0.08027827 0.0627172680
[79,] 0.0479477036 -0.26932740 0.2733733 0.04612354 0.4732405 0.07093306 0.1462160 0.08028388 0.0625374874
[80,] 0.0481548713 -0.26867764 0.2738118 0.04576619 0.4734195 0.07052863 0.1459517 0.08029651 0.0621329812
[81,] 0.0482239273 -0.26846106 0.2739579 0.04564708 0.4734792 0.07039383 0.1458636 0.08030072 0.0619981458
[82,] 0.0488684492 -0.26643961 0.2753219 0.04453535 0.4740363 0.06913561 0.1450413 0.08034001 0.0607396819
[83,] 0.0488914679 -0.26636741 0.2753706 0.04449565 0.4740562 0.06909068 0.1450119 0.08034141 0.0606947367
[84,] 0.0490525984 -0.26586205 0.2757116 0.04421771 0.4741954 0.06877612 0.1448064 0.08035123 0.0603801208
[85,] 0.0492827848 -0.26514010 0.2761988 0.04382067 0.4743944 0.06832676 0.1445127 0.08036526 0.0599306694
[86,] 0.0493058034 -0.26506791 0.2762475 0.04378096 0.4744143 0.06828182 0.1444833 0.08036666 0.0598857242
[87,] 0.0493748593 -0.26485132 0.2763936 0.04366185 0.4744739 0.06814702 0.1443952 0.08037087 0.0597508888
[88,] 0.0501574931 -0.26239670 0.2780499 0.04231189 0.4751503 0.06661918 0.1433967 0.08041858 0.0582227541
[89,] 0.0504106982 -0.26160256 0.2785858 0.04187514 0.4753692 0.06612489 0.1430737 0.08043401 0.0577283575
[90,] 0.0504567355 -0.26145817 0.2786832 0.04179573 0.4754090 0.06603501 0.1430150 0.08043682 0.0576384673
[91,] 0.0505027728 -0.26131378 0.2787806 0.04171632 0.4754488 0.06594514 0.1429562 0.08043963 0.0575485770
[92,] 0.0505257914 -0.26124158 0.2788293 0.04167662 0.4754687 0.06590020 0.1429269 0.08044103 0.0575036319
[93,] 0.0506178660 -0.26095281 0.2790242 0.04151780 0.4755482 0.06572046 0.1428094 0.08044664 0.0573238513
[94,] 0.0513774811 -0.25857038 0.2806318 0.04020754 0.4762048 0.06423756 0.1418403 0.08049295 0.0558406617
[95,] 0.0514925743 -0.25820941 0.2808754 0.04000902 0.4763042 0.06401288 0.1416935 0.08049996 0.0556159360
[96,] 0.0516306862 -0.25777624 0.2811676 0.03977079 0.4764236 0.06374327 0.1415172 0.08050838 0.0553462652
[97,] 0.0522061522 -0.25597137 0.2823855 0.03877818 0.4769210 0.06261986 0.1407831 0.08054346 0.0542226367
[98,] 0.0523903013 -0.25539381 0.2827752 0.03846054 0.4770801 0.06226037 0.1405481 0.08055468 0.0538630756
[99,] 0.0526895437 -0.25445528 0.2834085 0.03794438 0.4773387 0.06167620 0.1401664 0.08057292 0.0532787888
[100,] 0.0528736928 -0.25387772 0.2837982 0.03762674 0.4774979 0.06131671 0.1399314 0.08058415 0.0529192277
[101,] 0.0531038792 -0.25315577 0.2842854 0.03722970 0.4776968 0.06086735 0.1396378 0.08059818 0.0524697763
[102,] 0.0531729351 -0.25293919 0.2844315 0.03711058 0.4777565 0.06073254 0.1395497 0.08060239 0.0523349408
[103,] 0.0532189724 -0.25279480 0.2845289 0.03703117 0.4777963 0.06064267 0.1394909 0.08060520 0.0522450506
[104,] 0.0534261402 -0.25214505 0.2849674 0.03667383 0.4779754 0.06023824 0.1392266 0.08061782 0.0518405443
[105,] 0.0535182148 -0.25185627 0.2851622 0.03651501 0.4780549 0.06005850 0.1391091 0.08062344 0.0516607638
[106,] 0.0537023639 -0.25127871 0.2855519 0.03619737 0.4782141 0.05969901 0.1388742 0.08063466 0.0513012026
[107,] 0.0537944385 -0.25098993 0.2857468 0.03603856 0.4782937 0.05951926 0.1387567 0.08064027 0.0511214221
[108,] 0.0540016062 -0.25034018 0.2861852 0.03568121 0.4784727 0.05911484 0.1384924 0.08065290 0.0507169158
[109,] 0.0543468858 -0.24925726 0.2869160 0.03508564 0.4787711 0.05844079 0.1380519 0.08067395 0.0500427387
[110,] 0.0545770723 -0.24853531 0.2874031 0.03468860 0.4789701 0.05799143 0.1377583 0.08068798 0.0495932874
[111,] 0.0547612214 -0.24795775 0.2877928 0.03437096 0.4791292 0.05763194 0.1375233 0.08069920 0.0492337262
[112,] 0.0548763146 -0.24759678 0.2880364 0.03417244 0.4792287 0.05740726 0.1373765 0.08070622 0.0490090005
[113,] 0.0553827247 -0.24600849 0.2891081 0.03329894 0.4796664 0.05641866 0.1367304 0.08073709 0.0480202075
[114,] 0.0559121534 -0.24434802 0.2902285 0.03238573 0.4801240 0.05617641 0.1360550 0.08076936 0.0469864693
[115,] 0.0561883771 -0.24348168 0.2908131 0.03190927 0.4803627 0.05681857 0.1357026 0.08078620 0.0464471276
[116,] 0.0563725263 -0.24290412 0.2912028 0.03159164 0.4805219 0.05724667 0.1354676 0.08079742 0.0460875665
[117,] 0.0565566754 -0.24232656 0.2915925 0.03127400 0.4806810 0.05767478 0.1352327 0.08080865 0.0457280054
[118,] 0.0567408245 -0.24174900 0.2919823 0.03095636 0.4808402 0.05810288 0.1349978 0.08081987 0.0453684443
[119,] 0.0568328991 -0.24146023 0.2921771 0.03079754 0.4809197 0.05831694 0.1348803 0.08082549 0.0451886637
[120,] 0.0568559177 -0.24138803 0.2922258 0.03075784 0.4809396 0.05837045 0.1348509 0.08082689 0.0451437186
[121,] 0.0571781787 -0.24037730 0.2929078 0.03020197 0.4812182 0.05911963 0.1344398 0.08084653 0.0445144866
[122,] 0.0573623278 -0.23979975 0.2932976 0.02988434 0.4813773 0.05954774 0.1346085 0.08085776 0.0441549255
[123,] 0.0580528871 -0.23763390 0.2947590 0.02869320 0.4819742 0.06115313 0.1354447 0.08089985 0.0428065713
[124,] 0.0585592972 -0.23604562 0.2958307 0.02781969 0.4824118 0.06233042 0.1360578 0.08093072 0.0418177783
[125,] 0.0585823158 -0.23597343 0.2958794 0.02777999 0.4824317 0.06238393 0.1360857 0.08093212 0.0417728331
[126,] 0.0586743904 -0.23568465 0.2960743 0.02762117 0.4825113 0.06259799 0.1361972 0.08093774 0.0415930526
[127,] 0.0588125022 -0.23525148 0.2963666 0.02738294 0.4826307 0.06291906 0.1363644 0.08094615 0.0413233817
[128,] 0.0591117446 -0.23431295 0.2969999 0.02686678 0.4828893 0.06361473 0.1367267 0.08096439 0.0407390949
[129,] 0.0592498564 -0.23387978 0.2972921 0.02662855 0.4830087 0.06393581 0.1368939 0.08097281 0.0404694241
[130,] 0.0592728751 -0.23380758 0.2973409 0.02658885 0.4830286 0.06398933 0.1369218 0.08097422 0.0404244790
[131,] 0.0594109869 -0.23337441 0.2976331 0.02635062 0.4831479 0.06431041 0.1370890 0.08098263 0.0401548081
[132,] 0.0594340056 -0.23330222 0.2976819 0.02631092 0.4831678 0.06436392 0.1371169 0.08098404 0.0401098630
[133,] 0.0596641920 -0.23258027 0.2981690 0.02591387 0.4833668 0.06489905 0.1373956 0.08099807 0.0396604116
[134,] 0.0597562665 -0.23229149 0.2983639 0.02575505 0.4834463 0.06511310 0.1375071 0.08100368 0.0394806310
[135,] 0.0598483411 -0.23200271 0.2985587 0.02559623 0.4835259 0.06532715 0.1376186 0.08100929 0.0393008505
[136,] 0.0600555089 -0.23135296 0.2989971 0.02563649 0.4837050 0.06580877 0.1378694 0.08102192 0.0388963442
[137,] 0.0600785275 -0.23128077 0.2990459 0.02568724 0.4837249 0.06586229 0.1378973 0.08102333 0.0388513991
[138,] 0.0601936207 -0.23091979 0.2992894 0.02594099 0.4838243 0.06612985 0.1380366 0.08103034 0.0386266734
[139,] 0.0602626766 -0.23070321 0.2994356 0.02609323 0.4838840 0.06629039 0.1381203 0.08103455 0.0384918380
[140,] 0.0604238071 -0.23019785 0.2997766 0.02644848 0.4840233 0.06666498 0.1383153 0.08104437 0.0381772220
[141,] 0.0606079563 -0.22962029 0.3001663 0.02685447 0.4841824 0.06709309 0.1385383 0.08105560 0.0378176609
[142,] 0.0606539935 -0.22947590 0.3002637 0.02695597 0.4842222 0.06720011 0.1385941 0.08105840 0.0377277706
[143,] 0.0610453104 -0.22824859 0.3010919 0.02781871 0.4845604 0.06810984 0.1390679 0.08108226 0.0369637032
[144,] 0.0614826646 -0.22687689 0.3020174 0.02878295 0.4849384 0.06912659 0.1395974 0.08110892 0.0361097456
[145,] 0.0616437951 -0.22637152 0.3023584 0.02913819 0.4850777 0.06950118 0.1397925 0.08111874 0.0357951296
[146,] 0.0619890747 -0.22528860 0.3030892 0.02989943 0.4853761 0.07030387 0.1402106 0.08113978 0.0351209525
[147,] 0.0620811493 -0.22499982 0.3032840 0.03010243 0.4854557 0.07051793 0.1403220 0.08114540 0.0349411720
[148,] 0.0621732239 -0.22471105 0.3034789 0.03030542 0.4855353 0.07073198 0.1404335 0.08115101 0.0347613914
[149,] 0.0624034103 -0.22398910 0.3039660 0.03081292 0.4857342 0.07126711 0.1407122 0.08116504 0.0343119400
[150,] 0.0625415221 -0.22355593 0.3042583 0.03111741 0.4858536 0.07158819 0.1408795 0.08117346 0.0340422692
[151,] 0.0627026526 -0.22305057 0.3045993 0.03147266 0.4859928 0.07196278 0.1410745 0.08118328 0.0337276532
[152,] 0.0629558577 -0.22225642 0.3051352 0.03203090 0.4862117 0.07255143 0.1413811 0.08119872 0.0332332567
[153,] 0.0636924542 -0.21994619 0.3066940 0.03365487 0.4868483 0.07426385 0.1422730 0.08124362 0.0317950122
[154,] 0.0640147152 -0.21893547 0.3073760 0.03436536 0.4871268 0.07501303 0.1426632 0.08126326 0.0311657803
[155,] 0.0640607525 -0.21879108 0.3074735 0.03446686 0.4871666 0.07512006 0.1427189 0.08126607 0.0310758900
[156,] 0.0644060321 -0.21770816 0.3082042 0.03522810 0.4874650 0.07592275 0.1431370 0.08128711 0.0304017129
[157,] 0.0644520694 -0.21756377 0.3083016 0.03532960 0.4875048 0.07602978 0.1431927 0.08128992 0.0303118226
[158,] 0.0645901812 -0.21713060 0.3085939 0.03563410 0.4876242 0.07635086 0.1433599 0.08129834 0.0300421518
[159,] 0.0650505540 -0.21568670 0.3095682 0.03664908 0.4880221 0.07742112 0.1439174 0.08132640 0.0291432490
[160,] 0.0650965913 -0.21554231 0.3096656 0.03675058 0.4880619 0.07752815 0.1439731 0.08132921 0.0290533587
[161,] 0.0653728150 -0.21467598 0.3102502 0.03735957 0.4883006 0.07817030 0.1443076 0.08134604 0.0285140171
[162,] 0.0656490387 -0.21380964 0.3108348 0.03796856 0.4885393 0.07881246 0.1446420 0.08136288 0.0279746754
[163,] 0.0656720573 -0.21373745 0.3108835 0.03801931 0.4885592 0.07886597 0.1446699 0.08136428 0.0279297302
[164,] 0.0657180946 -0.21359306 0.3109809 0.03812081 0.4885990 0.07897300 0.1447256 0.08136709 0.0278398400
[165,] 0.0658562065 -0.21315989 0.3112732 0.03842531 0.4887184 0.07929408 0.1448928 0.08137551 0.0275701691
[166,] 0.0662014861 -0.21207697 0.3120039 0.03918654 0.4890168 0.08009678 0.1453109 0.08139656 0.0268959920
[167,] 0.0665697843 -0.21092185 0.3127833 0.03999853 0.4893351 0.08095299 0.1457568 0.08141901 0.0261768698
[168,] 0.0666848776 -0.21056088 0.3130269 0.04025228 0.4894346 0.08122055 0.1458962 0.08142602 0.0259521441
[169,] 0.0669841199 -0.20962235 0.3136602 0.04091202 0.4896932 0.08191622 0.1462585 0.08144426 0.0253678573
[170,] 0.0671222317 -0.20918918 0.3139525 0.04121652 0.4898126 0.08223730 0.1464257 0.08145268 0.0250981865
[171,] 0.0674214741 -0.20825064 0.3145858 0.04187626 0.4900712 0.08293297 0.1467880 0.08147092 0.0245138997
[172,] 0.0674675114 -0.20810626 0.3146832 0.04197775 0.4901110 0.08304000 0.1468438 0.08147373 0.0244240094
[173,] 0.0678818469 -0.20680675 0.3155601 0.04289124 0.4904691 0.08400323 0.1473455 0.08149898 0.0236149969
[174,] 0.0682271265 -0.20572383 0.3162908 0.04365248 0.4907675 0.08480593 0.1477635 0.08152003 0.0229408198
[175,] 0.0692399467 -0.20254726 0.3184342 0.04588545 0.4916429 0.08716051 0.1489898 0.08158177 0.0209632337
[176,] 0.0693550399 -0.20218629 0.3186778 0.04613919 0.4917423 0.08742807 0.1491292 0.08158878 0.0207385080
[177,] 0.0694240959 -0.20196970 0.3188239 0.04629144 0.4918020 0.08758861 0.1492128 0.08159299 0.0206036726
[178,] 0.0698154128 -0.20074239 0.3196521 0.04715418 0.4921402 0.08849833 0.1496866 0.08161685 0.0198396052
[179,] 0.0702988042 -0.19922630 0.3206751 0.04821991 0.4925580 0.08962211 0.1502719 0.08164631 0.0188957573
[180,] 0.0703678602 -0.19900972 0.3208212 0.04837216 0.4926177 0.08978265 0.1503555 0.08165052 0.0187609218
[181,] 0.0705520093 -0.19843216 0.3212110 0.04877816 0.4927768 0.09021075 0.1505785 0.08166175 0.0184013607
[182,] 0.0708512516 -0.19749363 0.3218442 0.04943790 0.4930355 0.09090643 0.1509408 0.08167999 0.0178170739
[183,] 0.0708742703 -0.19742143 0.3218930 0.04948865 0.4930554 0.09095994 0.1509687 0.08168139 0.0177721288
[184,] 0.0710584194 -0.19684388 0.3222827 0.04989464 0.4932145 0.09138804 0.1511916 0.08169261 0.0174125677
[185,] 0.0720942583 -0.19359511 0.3244748 0.05217836 0.4941098 0.09379613 0.1524458 0.08175575 0.0153900364
[186,] 0.0721633142 -0.19337853 0.3246210 0.05233060 0.4941695 0.09395667 0.1525294 0.08175996 0.0152552010
[187,] 0.0726236870 -0.19193463 0.3255953 0.05334559 0.4945674 0.09502694 0.1530868 0.08178803 0.0143562982
[188,] 0.0729229293 -0.19099610 0.3262285 0.05400533 0.4948260 0.09572261 0.1534492 0.08180627 0.0137720114
[189,] 0.0730840598 -0.19049074 0.3265696 0.05436057 0.4949652 0.09609720 0.1536442 0.08181609 0.0134573954
[190,] 0.0734753767 -0.18926343 0.3273977 0.05522331 0.4953034 0.09700692 0.1541180 0.08183994 0.0126933281
[191,] 0.0736365072 -0.18875806 0.3277387 0.05557856 0.4954427 0.09738151 0.1543131 0.08184976 0.0123787121
[192,] 0.0739357496 -0.18781953 0.3283720 0.05623830 0.4957013 0.09807718 0.1546755 0.08186800 0.0117944253
[193,] 0.0739817868 -0.18767514 0.3284694 0.05633980 0.4957411 0.09818421 0.1547312 0.08187081 0.0117045350
[194,] 0.0741198987 -0.18724198 0.3287617 0.05664429 0.4958605 0.09850529 0.1548984 0.08187923 0.0114348642
[195,] 0.0744651783 -0.18615905 0.3294924 0.05740553 0.4961589 0.09930798 0.1553165 0.08190028 0.0107606871
[196,] 0.0749485698 -0.18464296 0.3305154 0.05847127 0.4965767 0.10043176 0.1559018 0.08192974 0.0098168391
[197,] 0.0751327189 -0.18406541 0.3309051 0.05887726 0.4967358 0.10085987 0.1561247 0.08194097 0.0094572780
[198,] 0.0751557375 -0.18399321 0.3309539 0.05892801 0.4967557 0.10091338 0.1561526 0.08194237 0.0094123329
[199,] 0.0759153527 -0.18161079 0.3325614 0.06060273 0.4974123 0.10267931 0.1570723 0.08198867 0.0079291433
[200,] 0.0764217628 -0.18002250 0.3336332 0.06171922 0.4978499 0.10385660 0.1576855 0.08201954 0.0069403502
[201,] 0.0770432661 -0.17807324 0.3349484 0.06308945 0.4983871 0.10530145 0.1584380 0.08205743 0.0057268315
[202,] 0.0779179745 -0.17532984 0.3367996 0.06501792 0.4991431 0.10733495 0.1594971 0.08211074 0.0040189162
[203,] 0.0781711795 -0.17453570 0.3373355 0.06557616 0.4993619 0.10792360 0.1598037 0.08212618 0.0035245197
[204,] 0.0782172168 -0.17439131 0.3374329 0.06567766 0.4994017 0.10803062 0.1598594 0.08212898 0.0034346294
[205,] 0.0784934405 -0.17352497 0.3380175 0.06628665 0.4996404 0.10867278 0.1601939 0.08214582 0.0028952877
[206,] 0.0792530557 -0.17114255 0.3396250 0.06796138 0.5002970 0.11043871 0.1611136 0.08219213 0.0014120981
[207,] 0.0794141862 -0.17063718 0.3399660 0.06831662 0.5004362 0.11081331 0.1613087 0.08220195 0.0010974821
[208,] 0.0798975776 -0.16912110 0.3409890 0.06938236 0.5008540 0.11193708 0.1618940 0.08223141 0.0001536342
[209,] 0.0804270064 -0.16746062 0.3421095 0.07054959 0.5013116 0.11316788 0.1625350 0.08226368 -0.0008801040
[210,] 0.0804500250 -0.16738842 0.3421582 0.07060034 0.5013315 0.11322140 0.1625629 0.08226509 -0.0009250491
[211,] 0.0807032301 -0.16659428 0.3426940 0.07115858 0.5015503 0.11381004 0.1628695 0.08228052 -0.0014194457
[212,] 0.0807492674 -0.16644989 0.3427915 0.07126008 0.5015901 0.11391707 0.1629252 0.08228333 -0.0015093359
[213,] 0.0809103979 -0.16594453 0.3431325 0.07161532 0.5017294 0.11429166 0.1631203 0.08229315 -0.0018239519
[214,] 0.0809334165 -0.16587233 0.3431812 0.07166607 0.5017493 0.11434517 0.1631482 0.08229455 -0.0018688971
[215,] 0.0812786961 -0.16478941 0.3439119 0.07242731 0.5020477 0.11514787 0.1635662 0.08231560 -0.0025430741
[216,] 0.0813707707 -0.16450063 0.3441068 0.07263031 0.5021273 0.11536192 0.1636777 0.08232121 -0.0027228547
[217,] 0.0834884857 -0.15785872 0.3485885 0.07729924 0.5039575 0.12028513 0.1662418 0.08245030 -0.0068578075
[218,] 0.0835805602 -0.15756994 0.3487834 0.07750224 0.5040371 0.12049918 0.1663533 0.08245591 -0.0070375881
[219,] 0.0845473432 -0.15453776 0.3508294 0.07963371 0.5048727 0.12274673 0.1675239 0.08251484 -0.0089252839
[220,] 0.0849156414 -0.15338264 0.3516088 0.08044570 0.5051910 0.12360294 0.1679698 0.08253729 -0.0096444061
[221,] 0.0855141261 -0.15150558 0.3528754 0.08176518 0.5057083 0.12499428 0.1686944 0.08257377 -0.0108129798
[222,] 0.0855371447 -0.15143338 0.3529241 0.08181593 0.5057281 0.12504780 0.1687223 0.08257518 -0.0108579249
[223,] 0.0859975176 -0.14998949 0.3538984 0.08283091 0.5061260 0.12611806 0.1692797 0.08260324 -0.0117568277
[224,] 0.0862277040 -0.14926754 0.3543855 0.08333840 0.5063250 0.12665319 0.1695584 0.08261727 -0.0122062791
[225,] 0.0865960022 -0.14811243 0.3551650 0.08415039 0.5066433 0.12750940 0.1700044 0.08263972 -0.0129254013
[226,] 0.0872865615 -0.14594658 0.3566264 0.08567287 0.5072401 0.12911479 0.1708405 0.08268181 -0.0142737555
[227,] 0.0880691953 -0.14349196 0.3582827 0.08739835 0.5079165 0.13093424 0.1717881 0.08272952 -0.0158018902
[228,] 0.0881152326 -0.14334757 0.3583801 0.08749984 0.5079563 0.13104126 0.1718438 0.08273233 -0.0158917805
[229,] 0.0883684376 -0.14255343 0.3589160 0.08805809 0.5081752 0.13162991 0.1721504 0.08274776 -0.0163861770
[230,] 0.0896114442 -0.13865491 0.3615466 0.09079855 0.5092495 0.13451962 0.1736554 0.08282353 -0.0188132145
[231,] 0.0927419795 -0.12883643 0.3681717 0.09770045 0.5119551 0.14179740 0.1774458 0.08301435 -0.0249257535
[232,] 0.0961717570 -0.11807941 0.3754302 0.10526209 0.5149194 0.14977086 0.1815986 0.08322342 -0.0316225792
[233,] 0.0966551485 -0.11656332 0.3764532 0.10632782 0.5153372 0.15089463 0.1821839 0.08325289 -0.0325664271
[234,] 0.0972075959 -0.11483065 0.3776223 0.10754580 0.5158146 0.15217895 0.1828528 0.08328656 -0.0336451105
[235,] 0.0992562549 -0.10840532 0.3819579 0.11206249 0.5175853 0.15694161 0.1853333 0.08341144 -0.0376452279
[236,] 0.1004302056 -0.10472339 0.3844424 0.11465070 0.5185999 0.15967078 0.1867547 0.08348300 -0.0399374300
[237,] 0.1012128394 -0.10029685 0.3860987 0.11637618 0.5192763 0.16149023 0.1877023 0.08353070 -0.0414655647
[238,] 0.1015351004 -0.09821856 0.3867807 0.11708667 0.5195548 0.16223941 0.1880925 0.08355035 -0.0420947966
[239,] 0.1022256597 -0.09376508 0.3882421 0.11860914 0.5201516 0.16384481 0.1889286 0.08359244 -0.0434431508
[240,] 0.1029392375 -0.08916315 0.3897522 0.12018237 0.5207684 0.16550371 0.1897926 0.08363594 -0.0448364501
[241,] 0.1032154612 -0.08738176 0.3903368 0.12079136 0.5210071 0.16614587 0.1901270 0.08365277 -0.0453757918
[242,] 0.1097987926 -0.04492526 0.4042692 0.13530565 0.5266969 0.18145062 0.1980981 0.08405407 -0.0470299582
[243,] 0.1101440723 -0.04269852 0.4049999 0.13606689 0.5269953 0.18225332 0.1985161 0.08407511 -0.0469173874
[244,] 0.1152081733 -0.01003967 0.4157171 0.14723173 0.5313721 0.19402621 0.2046477 0.08438380 -0.0298268762
n=150 n=220 n=340 n=510 n=760
[1,] 0.1208948151 0.15335820 0.1101186664 1.049639e-01 0.06738162
[2,] 0.0914131987 0.14136566 0.0775985528 7.810118e-02 0.02536284
[3,] 0.0880091357 0.13998096 0.0738436530 7.499950e-02 0.02051118
[4,] 0.0801676337 0.13679119 0.0651939733 6.785457e-02 0.02020994
[5,] 0.0746968182 0.13456577 0.0591593130 6.286973e-02 0.02008585
[6,] 0.0675847582 0.13167273 0.0513142547 5.638943e-02 0.01992454
[7,] 0.0672200372 0.13152436 0.0509119440 5.605711e-02 0.01991627
[8,] 0.0624178770 0.12957094 0.0456148533 5.168153e-02 0.01980735
[9,] 0.0571294221 0.12741970 0.0397813484 4.686285e-02 0.01968740
[10,] 0.0489839858 0.12410630 0.0307964098 3.944098e-02 0.01950265
[11,] 0.0468564465 0.12324086 0.0284495975 3.750243e-02 0.01945439
[12,] 0.0466132991 0.12314195 0.0281813903 3.728088e-02 0.01944888
[13,] 0.0459446439 0.12286996 0.0274438207 3.667162e-02 0.01943371
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[217,] -0.0171518626 0.07642483 -0.0019344387 -3.274230e-02 0.02192962
[218,] -0.0170460603 0.07658863 -0.0016479003 -3.252249e-02 0.02199475
[219,] -0.0159351367 0.07830855 0.0013607531 -3.021445e-02 0.02267864
[220,] -0.0155119277 0.07896375 0.0025069067 -2.933520e-02 0.02293917
[221,] -0.0148242130 0.08002846 0.0043694064 -2.790642e-02 0.02336252
[222,] -0.0147977624 0.08006941 0.0044410411 -2.785147e-02 0.02337881
[223,] -0.0142687512 0.08088842 0.0058737331 -2.675240e-02 0.02370447
[224,] -0.0140042455 0.08129792 0.0065900792 -2.620287e-02 0.02386730
[225,] -0.0135810365 0.08195313 0.0077362329 -2.532362e-02 0.02412783
[226,] -0.0127875196 0.08318164 0.0098852710 -2.367502e-02 0.02461632
[227,] -0.0118882005 0.08457395 0.0123208475 -2.180662e-02 0.02516994
[228,] -0.0118352993 0.08465585 0.0124641167 -2.169671e-02 0.02520251
[229,] -0.0115443431 0.08510631 0.0132520974 -2.109222e-02 0.02538632
[230,] -0.0101160127 0.08731762 0.0171203660 -1.812475e-02 0.02698877
[231,] -0.0065187361 0.09288687 0.0268626722 -1.065112e-02 0.03102457
[232,] -0.0025776021 0.09898847 0.0375362283 -2.463090e-03 0.03544614
[233,] -0.0020221403 0.09984843 0.0390405550 -1.309073e-03 0.03606932
[234,] -0.0013873268 0.10083124 0.0407597855 9.803573e-06 0.03678152
[235,] 0.0009667734 0.10447582 0.0471352652 4.900638e-03 0.03942259
[236,] 0.0023157521 0.10656428 0.0507886301 7.703251e-03 0.04093602
[237,] 0.0032150713 0.10795660 0.0532242066 9.571660e-03 0.04194497
[238,] 0.0035853792 0.10852990 0.0542270911 1.034100e-02 0.04236042
[239,] 0.0043788961 0.10975841 0.0563761292 1.198960e-02 0.04325067
[240,] 0.0051988635 0.11102787 0.0585968019 1.369315e-02 0.04417060
[241,] 0.0055162703 0.11151928 0.0594564172 1.435259e-02 0.04452670
[242,] 0.0130811315 0.12323107 0.0799439140 3.150832e-02 0.05301375
[243,] 0.0134778899 0.12384533 0.0810184331 3.254108e-02 0.05345887
[244,] 0.0192970139 0.13285440 0.0967780461 4.768816e-02 0.06388998
> (pEx <- vapply(LseRExp, predict, FUN.VALUE=newd, newdata = newd))
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 0.8831273 1.491639 0.3077275 0.2513312 0.5650074 0.8054534 0.7110241 0.9654744 0.6008941 0.7073309
[2,] 1.0735406 1.574853 0.4112152 0.3171467 0.6380097 0.8560259 0.7740189 1.0065715 0.6477468 0.7538901
[3,] 1.0955265 1.584462 0.4231643 0.3247460 0.6464388 0.8618652 0.7812925 1.0113167 0.6531566 0.7592660
[4,] 1.1461725 1.606595 0.4506899 0.3422516 0.6658559 0.8753164 0.7980478 1.0222477 0.6656185 0.7716498
[5,] 1.1815069 1.622037 0.4698939 0.3544648 0.6794027 0.8847010 0.8097376 1.0298740 0.6743128 0.7802897
[6,] 1.2274417 1.642111 0.4948589 0.3703420 0.6970136 0.8969010 0.8249343 1.0397881 0.6856154 0.7915215
[7,] 1.2297973 1.643141 0.4961392 0.3711562 0.6979167 0.8975266 0.8257136 1.0402965 0.6861951 0.7920975
[8,] 1.2608131 1.656695 0.5129960 0.3818766 0.7098078 0.9057642 0.8359746 1.0469907 0.6938268 0.7996814
[9,] 1.2949697 1.671623 0.5315597 0.3936827 0.7229030 0.9148359 0.8472747 1.0543627 0.7022313 0.8080332
[10,] 1.3475787 1.694614 0.5601522 0.4118668 0.7430727 0.9288085 0.8646795 1.0657174 0.7151762 0.8208970
[11,] 1.3613199 1.700619 0.5676204 0.4166164 0.7483409 0.9324581 0.8692255 1.0686832 0.7185573 0.8242570
[12,] 1.3628903 1.701305 0.5684739 0.4171592 0.7489430 0.9328752 0.8697451 1.0690221 0.7189437 0.8246410
[13,] 1.3672089 1.703193 0.5708211 0.4186519 0.7505987 0.9340222 0.8711738 1.0699542 0.7200063 0.8256970
[14,] 1.3766315 1.707310 0.5759421 0.4219088 0.7542112 0.9365248 0.8742911 1.0719879 0.7223248 0.8280009
[15,] 1.3864466 1.711600 0.5812765 0.4253013 0.7579742 0.9391316 0.8775382 1.0741063 0.7247399 0.8304009
[16,] 1.3974395 1.716404 0.5872511 0.4291010 0.7621888 0.9420512 0.8811750 1.0764789 0.7274448 0.8330888
[17,] 1.4198180 1.726184 0.5994136 0.4368360 0.7707684 0.9479948 0.8885786 1.0813089 0.7329512 0.8385607
[18,] 1.4253144 1.728586 0.6024008 0.4387358 0.7728757 0.9494546 0.8903970 1.0824952 0.7343037 0.8399047
[19,] 1.4331665 1.732018 0.6066684 0.4414499 0.7758861 0.9515401 0.8929947 1.0841899 0.7362357 0.8418247
[20,] 1.4924498 1.757926 0.6388883 0.4619409 0.7986146 0.9672853 0.9126075 1.0969851 0.7508229 0.8563205
[21,] 1.4951981 1.759127 0.6403819 0.4628908 0.7996683 0.9680152 0.9135167 1.0975782 0.7514991 0.8569924
[22,] 1.5289621 1.773882 0.6587323 0.4745612 0.8126130 0.9769827 0.9246869 1.1048655 0.7598070 0.8652483
[23,] 1.5548740 1.785206 0.6728152 0.4835175 0.8225473 0.9838648 0.9332594 1.1104581 0.7661829 0.8715842
[24,] 1.5611557 1.787952 0.6762292 0.4856888 0.8249556 0.9855331 0.9353376 1.1118139 0.7677285 0.8731202
[25,] 1.5815711 1.796874 0.6873248 0.4927453 0.8327827 0.9909553 0.9420917 1.1162202 0.7727519 0.8781121
[26,] 1.5964901 1.803393 0.6954331 0.4979020 0.8385024 0.9949177 0.9470274 1.1194402 0.7764228 0.8817600
[27,] 1.6114091 1.809913 0.7035414 0.5030586 0.8442222 0.9988801 0.9519630 1.1226601 0.7800938 0.8854080
[28,] 1.6278985 1.817120 0.7125032 0.5087581 0.8505441 1.0032596 0.9574183 1.1262191 0.7841511 0.8894399
[29,] 1.6330023 1.819350 0.7152771 0.5105223 0.8525008 1.0046151 0.9591068 1.1273206 0.7854070 0.8906879
[30,] 1.6381062 1.821581 0.7180510 0.5122864 0.8544576 1.0059707 0.9607953 1.1284222 0.7866628 0.8919359
[31,] 1.6392840 1.822095 0.7186912 0.5126935 0.8549091 1.0062835 0.9611850 1.1286764 0.7869526 0.8922239
[32,] 1.6447805 1.824497 0.7216784 0.5145933 0.8570164 1.0077433 0.9630034 1.1298627 0.7883051 0.8935678
[33,] 1.6451731 1.824669 0.7218918 0.5147290 0.8571669 1.0078476 0.9631333 1.1299475 0.7884017 0.8936638
[34,] 1.6459583 1.825012 0.7223186 0.5150004 0.8574680 1.0080561 0.9633930 1.1301169 0.7885949 0.8938558
[35,] 1.6726554 1.836679 0.7368282 0.5242282 0.8677033 1.0151467 0.9722253 1.1358790 0.7951639 0.9003837
[36,] 1.6781519 1.839081 0.7398155 0.5261280 0.8698106 1.0166065 0.9740437 1.1370653 0.7965164 0.9017277
[37,] 1.6981747 1.847832 0.7506977 0.5330488 0.8774871 1.0219245 0.9806679 1.1413868 0.8014432 0.9066236
[38,] 1.6997451 1.848518 0.7515512 0.5335916 0.8780892 1.0223416 0.9811875 1.1417258 0.8018296 0.9070076
[39,] 1.7024934 1.849719 0.7530448 0.5345415 0.8791429 1.0230715 0.9820967 1.1423189 0.8025058 0.9076796
[40,] 1.7111307 1.853494 0.7577391 0.5375270 0.8824543 1.0253655 0.9849542 1.1441831 0.8046311 0.9097916
[41,] 1.7138789 1.854695 0.7592328 0.5384769 0.8835080 1.0260954 0.9858634 1.1447763 0.8053073 0.9104636
[42,] 1.7236940 1.858984 0.7645672 0.5418694 0.8872710 1.0287022 0.9891105 1.1468947 0.8077224 0.9128635
[43,] 1.7291905 1.861386 0.7675544 0.5437693 0.8893782 1.0301621 0.9909289 1.1480810 0.8090748 0.9142075
[44,] 1.7319387 1.862587 0.7690481 0.5447192 0.8904319 1.0308920 0.9918381 1.1486742 0.8097511 0.9148795
[45,] 1.7374352 1.864989 0.7720354 0.5466190 0.8925392 1.0323518 0.9936565 1.1498605 0.8111035 0.9162235
[46,] 1.7441095 1.867906 0.7756628 0.5489260 0.8950980 1.0341244 0.9958646 1.1513010 0.8127458 0.9178554
[47,] 1.7460725 1.868764 0.7767297 0.5496045 0.8958506 1.0346458 0.9965140 1.1517247 0.8132288 0.9183354
[48,] 1.7692362 1.878887 0.7893189 0.5576109 0.9047313 1.0407979 1.0041773 1.1567241 0.8189284 0.9239993
[49,] 1.7696288 1.879059 0.7895323 0.5577466 0.9048818 1.0409022 1.0043072 1.1568088 0.8190250 0.9240953
[50,] 1.8084966 1.896045 0.8106566 0.5711811 0.9197833 1.0512252 1.0171659 1.1651977 0.8285888 0.9335992
[51,] 1.8139931 1.898447 0.8136438 0.5730809 0.9218906 1.0526851 1.0189844 1.1663840 0.8299412 0.9349432
[52,] 1.8190970 1.900677 0.8164177 0.5748451 0.9238473 1.0540406 1.0206729 1.1674856 0.8311971 0.9361911
[53,] 1.8226304 1.902222 0.8183381 0.5760664 0.9252020 1.0549791 1.0218419 1.1682482 0.8320665 0.9370551
[54,] 1.8316603 1.906168 0.8232458 0.5791875 0.9286640 1.0573773 1.0248292 1.1701972 0.8342884 0.9392631
[55,] 1.8332307 1.906854 0.8240993 0.5797303 0.9292661 1.0577944 1.0253488 1.1705361 0.8346748 0.9396471
[56,] 1.8359790 1.908055 0.8255929 0.5806803 0.9303197 1.0585243 1.0262580 1.1711293 0.8353510 0.9403191
[57,] 1.8363716 1.908227 0.8258063 0.5808160 0.9304702 1.0586286 1.0263879 1.1712140 0.8354476 0.9404151
[58,] 1.8481497 1.913520 0.8322076 0.5848870 0.9349858 1.0617568 1.0302845 1.1737561 0.8383457 0.9432950
[59,] 1.8736690 1.926625 0.8460771 0.5937077 0.9447696 1.0685346 1.0387271 1.1792639 0.8446250 0.9495349
[60,] 1.8752394 1.927431 0.8469306 0.5942505 0.9453717 1.0689517 1.0392466 1.1796029 0.8450114 0.9499189
[61,] 1.8819137 1.930859 0.8505580 0.5965574 0.9479306 1.0707243 1.0414547 1.1810434 0.8466536 0.9515509
[62,] 1.8826989 1.931262 0.8509848 0.5968288 0.9482316 1.0709329 1.0417144 1.1812129 0.8468469 0.9517429
[63,] 1.8834841 1.931665 0.8514115 0.5971002 0.9485326 1.0711414 1.0419742 1.1813824 0.8470401 0.9519349
[64,] 1.8842694 1.932068 0.8518383 0.5973716 0.9488337 1.0713499 1.0422340 1.1815518 0.8472333 0.9521269
[65,] 1.8870176 1.933480 0.8533319 0.5983215 0.9498873 1.0720799 1.0431432 1.1821450 0.8479095 0.9527989
[66,] 1.9023292 1.941342 0.8616536 0.6036139 0.9557576 1.0761465 1.0482088 1.1854497 0.8516770 0.9565428
[67,] 1.9027218 1.941544 0.8618670 0.6037496 0.9559081 1.0762508 1.0483386 1.1855344 0.8517736 0.9566388
[68,] 1.9035070 1.941947 0.8622937 0.6040210 0.9562092 1.0764593 1.0485984 1.1857039 0.8519668 0.9568308
[69,] 1.9262781 1.953641 0.8746696 0.6118917 0.9649393 1.0825072 1.0561318 1.1906186 0.8575699 0.9623987
[70,] 1.9376636 1.959488 0.8808575 0.6158271 0.9693044 1.0855311 1.0598985 1.1930760 0.8603714 0.9651827
[71,] 1.9392340 1.960294 0.8817110 0.6163699 0.9699065 1.0859482 1.0604181 1.1934149 0.8607578 0.9655667
[72,] 1.9427675 1.962109 0.8836314 0.6175912 0.9712612 1.0868866 1.0615870 1.1941775 0.8616272 0.9664307
[73,] 1.9443379 1.962915 0.8844849 0.6181340 0.9718632 1.0873037 1.0621066 1.1945165 0.8620136 0.9668146
[74,] 1.9455157 1.963520 0.8851251 0.6185411 0.9723148 1.0876166 1.0624962 1.1947707 0.8623034 0.9671026
[75,] 1.9506196 1.966141 0.8878989 0.6203053 0.9742716 1.0889721 1.0641848 1.1958723 0.8635593 0.9683506
[76,] 1.9529752 1.967351 0.8891792 0.6211195 0.9751747 1.0895977 1.0649641 1.1963807 0.8641389 0.9689266
[77,] 1.9600421 1.970980 0.8930200 0.6235621 0.9778840 1.0914747 1.0673020 1.1979059 0.8658778 0.9706546
[78,] 1.9659311 1.974004 0.8962206 0.6255977 0.9801418 1.0930388 1.0692503 1.1991770 0.8673268 0.9720946
[79,] 1.9675016 1.974810 0.8970741 0.6261405 0.9807439 1.0934559 1.0697699 1.1995159 0.8677132 0.9724786
[80,] 1.9710350 1.976625 0.8989945 0.6273618 0.9820986 1.0943943 1.0709389 1.2002785 0.8685827 0.9733425
[81,] 1.9722128 1.977230 0.8996347 0.6277689 0.9825502 1.0947071 1.0713285 1.2005327 0.8688725 0.9736305
[82,] 1.9832057 1.982875 0.9056092 0.6315685 0.9867647 1.0976268 1.0749653 1.2029054 0.8715774 0.9763185
[83,] 1.9835983 1.983076 0.9058226 0.6317043 0.9869153 1.0977311 1.0750952 1.2029901 0.8716740 0.9764145
[84,] 1.9863466 1.984488 0.9073162 0.6326542 0.9879689 1.0984610 1.0760044 1.2035832 0.8723502 0.9770865
[85,] 1.9902726 1.986504 0.9094500 0.6340112 0.9894741 1.0995037 1.0773033 1.2044306 0.8733162 0.9780465
[86,] 1.9906652 1.986705 0.9096634 0.6341469 0.9896246 1.0996080 1.0774332 1.2045153 0.8734128 0.9781425
[87,] 1.9918430 1.987310 0.9103035 0.6345540 0.9900762 1.0999208 1.0778228 1.2047696 0.8737027 0.9784305
[88,] 2.0051916 1.994165 0.9175583 0.6391679 0.9951939 1.1034661 1.0822390 1.2076506 0.8769872 0.9816944
[89,] 2.0095103 1.996383 0.9199055 0.6406606 0.9968496 1.1046131 1.0836677 1.2085827 0.8780498 0.9827504
[90,] 2.0102955 1.996786 0.9203322 0.6409320 0.9971506 1.1048216 1.0839275 1.2087522 0.8782430 0.9829424
[91,] 2.0110807 1.997189 0.9207590 0.6412034 0.9974517 1.1050302 1.0841873 1.2089216 0.8784362 0.9831344
[92,] 2.0114733 1.997391 0.9209723 0.6413391 0.9976022 1.1051344 1.0843171 1.2090064 0.8785328 0.9832304
[93,] 2.0130437 1.998197 0.9218259 0.6418819 0.9982043 1.1055515 1.0848367 1.2093453 0.8789193 0.9836144
[94,] 2.0259997 2.004851 0.9288673 0.6463601 1.0031714 1.1089926 1.0891229 1.2121416 0.8821072 0.9867823
[95,] 2.0279627 2.005859 0.9299342 0.6470386 1.0039240 1.1095139 1.0897724 1.2125653 0.8825902 0.9872623
[96,] 2.0303183 2.007068 0.9312144 0.6478528 1.0048271 1.1101396 1.0905517 1.2130737 0.8831698 0.9878383
[97,] 2.0401334 2.012109 0.9365489 0.6517173 1.0085901 1.1127464 1.0937988 1.2151921 0.8855849 0.9902383
[98,] 2.0432743 2.013721 0.9382559 0.6530956 1.0097943 1.1135806 1.0948379 1.2158700 0.8863577 0.9910062
[99,] 2.0483781 2.016342 0.9410298 0.6553353 1.0117511 1.1149361 1.0965264 1.2169716 0.8876136 0.9922542
[100,] 2.0515190 2.017955 0.9427368 0.6567136 1.0129552 1.1157703 1.0975655 1.2176495 0.8883864 0.9930222
[101,] 2.0554450 2.019971 0.9448705 0.6584364 1.0144604 1.1168130 1.0988644 1.2184968 0.8893524 0.9939822
[102,] 2.0566228 2.020576 0.9455107 0.6589533 1.0149120 1.1171259 1.0992541 1.2187510 0.8896423 0.9942702
[103,] 2.0574080 2.020980 0.9459374 0.6592978 1.0152130 1.1173344 1.0995138 1.2189205 0.8898355 0.9944622
[104,] 2.0609415 2.022794 0.9478578 0.6608484 1.0165677 1.1182729 1.1006828 1.2196831 0.8907049 0.9953262
[105,] 2.0625119 2.023601 0.9487113 0.6615375 1.0171698 1.1186900 1.1012024 1.2200221 0.8910913 0.9957102
[106,] 2.0656527 2.025213 0.9504183 0.6629158 1.0183740 1.1195241 1.1022414 1.2207000 0.8918641 0.9964782
[107,] 2.0672232 2.026020 0.9512718 0.6636049 1.0189760 1.1199412 1.1027610 1.2210389 0.8922505 0.9968622
[108,] 2.0707566 2.027834 0.9531922 0.6651555 1.0203307 1.1208797 1.1039300 1.2218015 0.8931200 0.9977261
[109,] 2.0766457 2.030859 0.9563929 0.6677397 1.0225885 1.1224438 1.1058783 1.2230726 0.8945690 0.9991661
[110,] 2.0805717 2.032875 0.9585267 0.6694626 1.0240937 1.1234865 1.1071771 1.2239199 0.8955351 1.0001261
[111,] 2.0837126 2.034488 0.9602337 0.6708408 1.0252979 1.1243207 1.1082162 1.2245978 0.8963079 1.0008941
[112,] 2.0856756 2.035496 0.9613006 0.6717023 1.0260505 1.1248421 1.1088656 1.2250215 0.8967909 1.0013741
[113,] 2.0943129 2.039931 0.9659948 0.6754925 1.0293619 1.1271361 1.1117231 1.2268857 0.8989162 1.0034860
[114,] 2.1033428 2.044568 0.9709025 0.6794550 1.0328239 1.1295344 1.1147105 1.2288346 0.9011381 1.0056940
[115,] 2.1080540 2.046988 0.9734630 0.6815224 1.0346301 1.1307856 1.1162692 1.2298515 0.9022973 1.0068460
[116,] 2.1111949 2.048601 0.9751700 0.6829007 1.0358343 1.1316198 1.1173082 1.2305294 0.9030702 1.0076140
[117,] 2.1143357 2.050213 0.9768771 0.6842790 1.0370384 1.1324540 1.1183473 1.2312073 0.9038430 1.0083820
[118,] 2.1174766 2.051826 0.9785841 0.6856573 1.0382426 1.1332882 1.1193864 1.2318852 0.9046158 1.0091500
[119,] 2.1190470 2.052633 0.9794376 0.6863464 1.0388447 1.1337053 1.1199060 1.2322241 0.9050022 1.0095339
[120,] 2.1194396 2.052834 0.9796510 0.6865187 1.0389952 1.1338096 1.1200359 1.2323088 0.9050988 1.0096299
[121,] 2.1249360 2.055657 0.9826382 0.6889307 1.0411025 1.1352694 1.1218543 1.2334951 0.9064513 1.0109739
[122,] 2.1280769 2.057270 0.9843452 0.6903089 1.0423066 1.1361036 1.1228934 1.2341730 0.9072241 1.0117419
[123,] 2.1398550 2.063318 0.9907466 0.6954774 1.0468222 1.1392318 1.1267899 1.2367151 0.9101222 1.0146219
[124,] 2.1484923 2.067754 0.9954408 0.6992677 1.0501337 1.1415258 1.1296474 1.2385793 0.9122475 1.0167338
[125,] 2.1488849 2.067955 0.9956542 0.6994400 1.0502842 1.1416301 1.1297773 1.2386641 0.9123441 1.0168298
[126,] 2.1504554 2.068762 0.9965077 0.7001291 1.0508863 1.1420471 1.1302969 1.2390030 0.9127305 1.0172138
[127,] 2.1528110 2.069971 0.9977880 0.7011628 1.0517894 1.1426728 1.1310762 1.2395114 0.9133101 1.0177898
[128,] 2.1579148 2.072592 1.0005619 0.7034025 1.0537462 1.1440283 1.1327647 1.2406130 0.9145660 1.0190378
[129,] 2.1602705 2.073802 1.0018421 0.7044362 1.0546493 1.1446540 1.1335440 1.2411214 0.9151456 1.0196138
[130,] 2.1606631 2.074004 1.0020555 0.7046085 1.0547998 1.1447582 1.1336739 1.2412061 0.9152422 1.0197098
[131,] 2.1630187 2.075213 1.0033358 0.7056422 1.0557029 1.1453839 1.1344532 1.2417146 0.9158218 1.0202858
[132,] 2.1634113 2.075415 1.0035492 0.7058145 1.0558535 1.1454882 1.1345831 1.2417993 0.9159184 1.0203818
[133,] 2.1673374 2.077431 1.0056829 0.7075373 1.0573587 1.1465309 1.1358820 1.2426467 0.9168845 1.0213418
[134,] 2.1689078 2.078238 1.0065364 0.7082264 1.0579607 1.1469480 1.1364015 1.2429856 0.9172709 1.0217257
[135,] 2.1704782 2.079044 1.0073899 0.7089156 1.0585628 1.1473651 1.1369211 1.2433245 0.9176573 1.0221097
[136,] 2.1740116 2.080859 1.0093103 0.7104661 1.0599175 1.1483035 1.1380900 1.2440872 0.9185267 1.0229737
[137,] 2.1744042 2.081060 1.0095237 0.7106384 1.0600680 1.1484078 1.1382199 1.2441719 0.9186233 1.0230697
[138,] 2.1763673 2.082068 1.0105906 0.7114998 1.0608206 1.1489292 1.1388694 1.2445956 0.9191063 1.0235497
[139,] 2.1775451 2.082673 1.0112307 0.7120167 1.0612722 1.1492420 1.1392590 1.2448498 0.9193962 1.0238377
[140,] 2.1802933 2.084084 1.0127244 0.7132227 1.0623258 1.1499719 1.1401682 1.2454430 0.9200724 1.0245097
[141,] 2.1834341 2.085697 1.0144314 0.7146010 1.0635300 1.1508061 1.1412073 1.2461208 0.9208452 1.0252777
[142,] 2.1842194 2.086101 1.0148581 0.7149455 1.0638310 1.1510146 1.1414671 1.2462903 0.9210384 1.0254697
[143,] 2.1908936 2.089528 1.0184855 0.7178743 1.0663899 1.1527873 1.1436752 1.2477308 0.9226807 1.0271017
[144,] 2.1983531 2.093359 1.0225397 0.7211477 1.0692497 1.1547685 1.1461430 1.2493408 0.9245162 1.0289256
[145,] 2.2011014 2.094770 1.0240333 0.7223537 1.0703034 1.1554984 1.1470522 1.2499340 0.9251924 1.0295976
[146,] 2.2069904 2.097794 1.0272340 0.7249380 1.0725612 1.1570625 1.1490005 1.2512050 0.9266414 1.0310376
[147,] 2.2085609 2.098601 1.0280875 0.7256271 1.0731633 1.1574796 1.1495200 1.2515440 0.9270278 1.0314216
[148,] 2.2101313 2.099407 1.0289410 0.7263163 1.0737653 1.1578967 1.1500396 1.2518829 0.9274143 1.0318056
[149,] 2.2140573 2.101423 1.0310748 0.7280391 1.0752705 1.1589394 1.1513384 1.2527303 0.9283803 1.0327656
[150,] 2.2164129 2.102633 1.0323550 0.7290728 1.0761737 1.1595650 1.1521178 1.2532387 0.9289599 1.0333416
[151,] 2.2191612 2.104044 1.0338487 0.7302788 1.0772273 1.1602949 1.1530270 1.2538318 0.9296361 1.0340135
[152,] 2.2234798 2.106262 1.0361958 0.7321739 1.0788830 1.1614420 1.1544557 1.2547639 0.9306988 1.0350695
[153,] 2.2360432 2.112713 1.0430239 0.7376870 1.0836997 1.1647787 1.1586121 1.2574755 0.9337901 1.0381415
[154,] 2.2415396 2.115536 1.0460111 0.7400990 1.0858070 1.1662385 1.1604305 1.2586618 0.9351425 1.0394855
[155,] 2.2423249 2.115939 1.0464379 0.7404435 1.0861080 1.1664471 1.1606903 1.2588313 0.9353358 1.0396775
[156,] 2.2482139 2.118963 1.0496385 0.7430278 1.0883658 1.1680112 1.1626385 1.2601023 0.9367848 1.0411174
[157,] 2.2489991 2.119367 1.0500653 0.7433724 1.0886668 1.1682197 1.1628983 1.2602718 0.9369780 1.0413094
[158,] 2.2513548 2.120576 1.0513456 0.7444061 1.0895700 1.1688453 1.1636776 1.2607802 0.9375576 1.0418854
[159,] 2.2592069 2.124609 1.0556131 0.7478517 1.0925804 1.1709308 1.1662754 1.2624749 0.9394897 1.0438054
[160,] 2.2599921 2.125012 1.0560398 0.7481963 1.0928814 1.1711394 1.1665351 1.2626444 0.9396829 1.0439974
[161,] 2.2647033 2.127431 1.0586004 0.7502637 1.0946876 1.1723906 1.1680938 1.2636612 0.9408422 1.0451494
[162,] 2.2694146 2.129851 1.0611609 0.7523311 1.0964939 1.1736419 1.1696524 1.2646781 0.9420014 1.0463013
[163,] 2.2698072 2.130052 1.0613743 0.7525034 1.0966444 1.1737462 1.1697823 1.2647628 0.9420980 1.0463973
[164,] 2.2705924 2.130455 1.0618010 0.7528480 1.0969454 1.1739547 1.1700421 1.2649323 0.9422912 1.0465893
[165,] 2.2729480 2.131665 1.0630813 0.7538817 1.0978486 1.1745804 1.1708214 1.2654407 0.9428708 1.0471653
[166,] 2.2788371 2.134689 1.0662819 0.7564659 1.1001064 1.1761445 1.1727697 1.2667117 0.9443199 1.0486053
[167,] 2.2851188 2.137915 1.0696960 0.7592225 1.1025147 1.1778128 1.1748479 1.2680675 0.9458655 1.0501413
[168,] 2.2870818 2.138923 1.0707628 0.7600839 1.1032673 1.1783342 1.1754973 1.2684912 0.9463486 1.0506213
[169,] 2.2921857 2.141544 1.0735367 0.7623236 1.1052240 1.1796898 1.1771858 1.2695928 0.9476044 1.0518693
[170,] 2.2945413 2.142754 1.0748170 0.7633573 1.1061272 1.1803154 1.1779651 1.2701012 0.9481840 1.0524452
[171,] 2.2996451 2.145375 1.0775909 0.7655970 1.1080839 1.1816709 1.1796536 1.2712028 0.9494399 1.0536932
[172,] 2.3004304 2.145778 1.0780177 0.7659416 1.1083850 1.1818795 1.1799134 1.2713722 0.9496331 1.0538852
[173,] 2.3074972 2.149407 1.0818584 0.7690427 1.1110943 1.1837564 1.1822514 1.2728975 0.9513720 1.0556132
[174,] 2.3133863 2.152431 1.0850591 0.7716269 1.1133521 1.1853205 1.1841997 1.2741685 0.9528210 1.0570532
[175,] 2.3306609 2.161302 1.0944477 0.7792074 1.1199750 1.1899085 1.1899147 1.2778969 0.9570716 1.0612771
[176,] 2.3326239 2.162310 1.0955145 0.7800688 1.1207276 1.1904299 1.1905641 1.2783206 0.9575546 1.0617571
[177,] 2.3338018 2.162915 1.0961547 0.7805857 1.1211792 1.1907427 1.1909538 1.2785748 0.9578444 1.0620451
[178,] 2.3404760 2.166342 1.0997821 0.7835145 1.1237380 1.1925154 1.1931618 1.2800153 0.9594867 1.0636771
[179,] 2.3487207 2.170576 1.1042630 0.7871325 1.1268989 1.1947051 1.1958894 1.2817948 0.9615153 1.0656930
[180,] 2.3498985 2.171181 1.1049031 0.7876493 1.1273505 1.1950179 1.1962791 1.2820490 0.9618051 1.0659810
[181,] 2.3530394 2.172794 1.1066101 0.7890276 1.1285547 1.1958521 1.1973182 1.2827269 0.9625780 1.0667490
[182,] 2.3581432 2.175415 1.1093840 0.7912673 1.1305114 1.1972076 1.1990067 1.2838285 0.9638338 1.0679970
[183,] 2.3585359 2.175617 1.1095974 0.7914396 1.1306619 1.1973119 1.1991366 1.2839132 0.9639304 1.0680930
[184,] 2.3616767 2.177230 1.1113044 0.7928178 1.1318661 1.1981461 1.2001757 1.2845911 0.9647032 1.0688610
[185,] 2.3793439 2.186302 1.1209064 0.8005706 1.1386395 1.2028384 1.2060206 1.2884042 0.9690504 1.0731809
[186,] 2.3805217 2.186907 1.1215465 0.8010875 1.1390911 1.2031512 1.2064102 1.2886584 0.9693402 1.0734689
[187,] 2.3883738 2.190939 1.1258140 0.8045331 1.1421015 1.2052367 1.2090079 1.2903532 0.9712723 1.0753889
[188,] 2.3934777 2.193560 1.1285879 0.8067728 1.1440582 1.2065922 1.2106965 1.2914547 0.9725281 1.0766368
[189,] 2.3962259 2.194972 1.1300816 0.8079788 1.1451119 1.2073221 1.2116057 1.2920479 0.9732044 1.0773088
[190,] 2.4029002 2.198399 1.1337090 0.8109076 1.1476707 1.2090948 1.2138137 1.2934884 0.9748466 1.0789408
[191,] 2.4056484 2.199810 1.1352026 0.8121136 1.1487243 1.2098247 1.2147229 1.2940816 0.9755229 1.0796128
[192,] 2.4107523 2.202431 1.1379765 0.8143533 1.1506811 1.2111802 1.2164115 1.2951831 0.9767787 1.0808608
[193,] 2.4115375 2.202834 1.1384033 0.8146979 1.1509822 1.2113888 1.2166712 1.2953526 0.9769719 1.0810528
[194,] 2.4138931 2.204044 1.1396835 0.8157316 1.1518853 1.2120144 1.2174505 1.2958610 0.9775515 1.0816288
[195,] 2.4197822 2.207068 1.1428842 0.8183159 1.1541431 1.2135785 1.2193988 1.2971321 0.9790006 1.0830687
[196,] 2.4280269 2.211302 1.1473651 0.8219338 1.1573040 1.2157683 1.2221265 1.2989115 0.9810293 1.0850847
[197,] 2.4311677 2.212915 1.1490721 0.8233121 1.1585082 1.2166025 1.2231655 1.2995894 0.9818021 1.0858527
[198,] 2.4315603 2.213117 1.1492855 0.8234844 1.1586587 1.2167067 1.2232954 1.2996741 0.9818987 1.0859487
[199,] 2.4445163 2.219770 1.1563269 0.8291697 1.1636258 1.2201477 1.2275817 1.3024704 0.9850866 1.0891166
[200,] 2.4531536 2.224205 1.1610212 0.8329600 1.1669373 1.2224418 1.2304392 1.3043346 0.9872119 1.0912286
[201,] 2.4637539 2.229649 1.1667824 0.8376116 1.1710013 1.2252571 1.2339461 1.3066225 0.9898202 1.0938206
[202,] 2.4786729 2.237310 1.1748907 0.8441584 1.1767211 1.2292195 1.2388818 1.3098425 0.9934911 1.0974685
[203,] 2.4829915 2.239528 1.1772379 0.8460536 1.1783768 1.2303665 1.2403105 1.3107746 0.9945538 1.0985245
[204,] 2.4837768 2.239931 1.1776646 0.8463981 1.1786778 1.2305751 1.2405703 1.3109441 0.9947470 1.0987165
[205,] 2.4884880 2.242351 1.1802251 0.8484655 1.1804841 1.2318263 1.2421289 1.3119609 0.9959062 1.0998685
[206,] 2.5014440 2.249004 1.1872666 0.8541509 1.1854513 1.2352673 1.2464152 1.3147572 0.9990941 1.1030364
[207,] 2.5041922 2.250415 1.1887602 0.8553569 1.1865049 1.2359973 1.2473244 1.3153503 0.9997704 1.1037084
[208,] 2.5124369 2.254649 1.1932411 0.8589749 1.1896658 1.2381870 1.2500520 1.3171298 1.0017990 1.1057244
[209,] 2.5214668 2.259286 1.1981488 0.8629374 1.1931278 1.2405853 1.2530394 1.3190787 1.0040209 1.1079323
[210,] 2.5218594 2.259488 1.1983622 0.8631097 1.1932783 1.2406896 1.2531693 1.3191635 1.0041175 1.1080283
[211,] 2.5261781 2.261705 1.2007093 0.8650048 1.1949340 1.2418366 1.2545980 1.3200956 1.0051802 1.1090843
[212,] 2.5269633 2.262109 1.2011360 0.8653494 1.1952351 1.2420451 1.2548578 1.3202651 1.0053734 1.1092763
[213,] 2.5297115 2.263520 1.2026297 0.8665553 1.1962887 1.2427750 1.2557670 1.3208582 1.0060496 1.1099483
[214,] 2.5301041 2.263722 1.2028431 0.8667276 1.1964392 1.2428793 1.2558969 1.3209429 1.0061462 1.1100443
[215,] 2.5359932 2.266746 1.2060437 0.8693119 1.1986970 1.2444434 1.2578452 1.3222140 1.0083857 1.1114843
[216,] 2.5375636 2.267552 1.2068972 0.8700010 1.1992991 1.2448605 1.2583647 1.3225529 1.0091399 1.1118683
[217,] 2.5736832 2.286101 1.2265279 0.8858511 1.2131469 1.2544536 1.2703143 1.3303487 1.0264873 1.1207001
[218,] 2.5752537 2.286907 1.2273814 0.8865403 1.2137490 1.2548707 1.2708338 1.3306876 1.0272416 1.1210841
[219,] 2.5917431 2.295375 1.2363432 0.8937762 1.2200709 1.2592502 1.2762890 1.3342465 1.0351611 1.1251161
[220,] 2.5980247 2.298601 1.2397572 0.8965327 1.2224792 1.2609185 1.2783672 1.3356023 1.0381780 1.1266520
[221,] 2.6082325 2.303843 1.2453050 0.9010121 1.2263927 1.2636296 1.2817442 1.3378055 1.0430805 1.1291480
[222,] 2.6086251 2.304044 1.2455184 0.9011844 1.2265432 1.2637339 1.2818741 1.3378902 1.0432691 1.1292440
[223,] 2.6164772 2.308076 1.2497860 0.9046301 1.2295536 1.2658194 1.2844719 1.3395849 1.0470403 1.1311640
[224,] 2.6204032 2.310093 1.2519197 0.9063529 1.2310588 1.2668621 1.2857707 1.3404323 1.0489259 1.1321239
[225,] 2.6266849 2.313318 1.2553337 0.9091095 1.2334672 1.2685305 1.2878489 1.3417881 1.0519428 1.1336599
[226,] 2.6384630 2.319367 1.2617351 0.9142780 1.2379828 1.2716587 1.2917455 1.3443301 1.0575996 1.1365399
[227,] 2.6518116 2.326222 1.2689899 0.9201356 1.2431004 1.2752040 1.2961616 1.3472112 1.0640106 1.1398038
[228,] 2.6525968 2.326625 1.2694166 0.9204802 1.2434015 1.2754125 1.2964214 1.3473806 1.0643877 1.1399958
[229,] 2.6569154 2.328843 1.2717638 0.9223753 1.2450572 1.2765595 1.2978501 1.3483127 1.0664619 1.1410518
[230,] 2.6781161 2.339730 1.2832861 0.9316787 1.2531853 1.2821903 1.3048640 1.3528885 1.0766441 1.1462357
[231,] 2.7315103 2.367149 1.3123053 0.9551093 1.2736560 1.2963714 1.3225285 1.3644126 1.1022881 1.1592915
[232,] 2.7900084 2.397189 1.3440985 0.9807796 1.2960835 1.3119081 1.3418816 1.3770383 1.1303834 1.1735953
[233,] 2.7982531 2.401423 1.3485794 0.9843975 1.2992444 1.3140979 1.3446092 1.3788178 1.1343432 1.1756112
[234,] 2.8076756 2.406262 1.3537004 0.9885323 1.3028569 1.3166004 1.3477265 1.3808515 1.1388686 1.1779152
[235,] 2.8426175 2.424205 1.3726910 1.0038656 1.3162532 1.3258807 1.3592863 1.3883930 1.1556504 1.1864591
[236,] 2.8626403 2.434488 1.3835732 1.0126521 1.3239297 1.3311987 1.3659105 1.3927145 1.1652669 1.1913550
[237,] 2.8759889 2.441343 1.3908280 1.0185097 1.3290474 1.3347439 1.3703267 1.3955956 1.1716779 1.1946189
[238,] 2.8814853 2.444165 1.3938153 1.0209217 1.3311547 1.3362038 1.3721451 1.3967819 1.1743177 1.1959629
[239,] 2.8932635 2.450214 1.4002166 1.0260902 1.3356703 1.3393320 1.3760417 1.3993240 1.1799745 1.1988428
[240,] 2.9054342 2.456464 1.4068313 1.0314310 1.3403364 1.3425644 1.3800681 1.4019508 1.1858198 1.2018188
[241,] 2.9101455 2.458883 1.4093918 1.0334984 1.3421427 1.3438157 1.3816268 1.4029676 1.1880825 1.2029708
[242,] 3.0224304 2.516544 1.4704175 1.0827716 1.3851914 1.3736378 1.4187742 1.4272022 1.2420105 1.2404766
[243,] 3.0283195 2.519568 1.4736182 1.0853559 1.3874492 1.3752019 1.4207225 1.4284732 1.2448388 1.2425934
[244,] 3.1146925 2.563923 1.5205611 1.1232583 1.4205636 1.3981420 1.4492975 1.4471152 1.2863219 1.2736407
n=220 n=340 n=510 n=760
[1,] 0.7760523 0.7123257 0.7835685 0.6568215
[2,] 0.8134460 0.7653644 0.8115867 0.7129227
[3,] 0.8177636 0.7714884 0.8148218 0.7194004
[4,] 0.8277096 0.7855956 0.8222741 0.7343222
[5,] 0.8346486 0.7954378 0.8274734 0.7447327
[6,] 0.8436694 0.8082327 0.8342324 0.7582664
[7,] 0.8441320 0.8088889 0.8345790 0.7589605
[8,] 0.8502229 0.8175282 0.8391428 0.7680986
[9,] 0.8569306 0.8270423 0.8441687 0.7781621
[10,] 0.8672621 0.8416963 0.8519099 0.7936623
[11,] 0.8699606 0.8455238 0.8539318 0.7977108
[12,] 0.8702690 0.8459613 0.8541629 0.7981735
[13,] 0.8711171 0.8471642 0.8547983 0.7994459
[14,] 0.8729675 0.8497888 0.8561848 0.8022220
[15,] 0.8748950 0.8525228 0.8576290 0.8051139
[16,] 0.8770539 0.8555848 0.8592466 0.8083527
[17,] 0.8814486 0.8618182 0.8625395 0.8149460
[18,] 0.8825280 0.8633492 0.8633482 0.8165654
[19,] 0.8840700 0.8655364 0.8645036 0.8188789
[20,] 0.8957122 0.8820494 0.8732268 0.8363455
[21,] 0.8962519 0.8828149 0.8736312 0.8371552
[22,] 0.9028825 0.8922197 0.8785994 0.8471030
[23,] 0.9079711 0.8994374 0.8824122 0.8547374
[24,] 0.9092047 0.9011871 0.8833365 0.8565882
[25,] 0.9132140 0.9068737 0.8863405 0.8626032
[26,] 0.9161438 0.9110293 0.8885357 0.8669987
[27,] 0.9190736 0.9151849 0.8907310 0.8713943
[28,] 0.9223118 0.9197780 0.8931573 0.8762526
[29,] 0.9233141 0.9211996 0.8939083 0.8777563
[30,] 0.9243164 0.9226213 0.8946593 0.8792600
[31,] 0.9245477 0.9229493 0.8948326 0.8796071
[32,] 0.9256271 0.9244804 0.8956414 0.8812265
[33,] 0.9257042 0.9245897 0.8956992 0.8813422
[34,] 0.9258584 0.9248084 0.8958147 0.8815735
[35,] 0.9311013 0.9322448 0.8997430 0.8894392
[36,] 0.9321807 0.9337758 0.9005518 0.8910587
[37,] 0.9361128 0.9393530 0.9034980 0.8969580
[38,] 0.9364212 0.9397905 0.9037291 0.8974207
[39,] 0.9369609 0.9405560 0.9041335 0.8982304
[40,] 0.9386571 0.9429619 0.9054044 0.9007752
[41,] 0.9391968 0.9437274 0.9058088 0.9015849
[42,] 0.9411243 0.9464613 0.9072531 0.9044767
[43,] 0.9422037 0.9479923 0.9080618 0.9060961
[44,] 0.9427434 0.9487578 0.9084662 0.9069058
[45,] 0.9438228 0.9502889 0.9092750 0.9085252
[46,] 0.9451336 0.9521479 0.9102571 0.9104917
[47,] 0.9455191 0.9526947 0.9105459 0.9110700
[48,] 0.9500680 0.9591469 0.9139543 0.9178947
[49,] 0.9501451 0.9592562 0.9140121 0.9180104
[50,] 0.9577780 0.9700827 0.9197313 0.9294620
[51,] 0.9588574 0.9716137 0.9205400 0.9310814
[52,] 0.9598597 0.9730353 0.9212910 0.9325852
[53,] 0.9605536 0.9740196 0.9218110 0.9336262
[54,] 0.9623270 0.9765348 0.9231397 0.9362867
[55,] 0.9626354 0.9769722 0.9233708 0.9367494
[56,] 0.9631751 0.9777377 0.9237751 0.9375591
[57,] 0.9632522 0.9778471 0.9238329 0.9376748
[58,] 0.9655652 0.9811278 0.9255660 0.9411449
[59,] 0.9705767 0.9882361 0.9293210 0.9486637
[60,] 0.9708851 0.9886735 0.9295521 0.9491263
[61,] 0.9721958 0.9905326 0.9305342 0.9510928
[62,] 0.9723500 0.9907513 0.9306497 0.9513241
[63,] 0.9725042 0.9909701 0.9307652 0.9515555
[64,] 0.9726584 0.9911888 0.9308808 0.9517868
[65,] 0.9731981 0.9919543 0.9312852 0.9525965
[66,] 0.9762050 0.9962192 0.9335382 0.9571078
[67,] 0.9762821 0.9963286 0.9335960 0.9572234
[68,] 0.9764363 0.9965473 0.9337115 0.9574548
[69,] 0.9809082 1.0028901 0.9370621 0.9641638
[70,] 0.9831441 1.0060615 0.9387374 0.9675183
[71,] 0.9834525 1.0064989 0.9389685 0.9679810
[72,] 0.9841464 1.0074831 0.9394884 0.9690221
[73,] 0.9844548 1.0079206 0.9397195 0.9694847
[74,] 0.9846861 1.0082486 0.9398928 0.9698318
[75,] 0.9856884 1.0096703 0.9406438 0.9713355
[76,] 0.9861510 1.0103264 0.9409905 0.9720295
[77,] 0.9875388 1.0122949 0.9420303 0.9741116
[78,] 0.9886953 1.0139352 0.9428968 0.9758467
[79,] 0.9890037 1.0143727 0.9431279 0.9763094
[80,] 0.9896976 1.0153569 0.9436478 0.9773505
[81,] 0.9899289 1.0156850 0.9438212 0.9776975
[82,] 0.9920877 1.0187470 0.9454387 0.9809363
[83,] 0.9921648 1.0188564 0.9454965 0.9810520
[84,] 0.9927045 1.0196219 0.9459009 0.9818617
[85,] 0.9934755 1.0207154 0.9464786 0.9830184
[86,] 0.9935526 1.0208248 0.9465363 0.9831341
[87,] 0.9937839 1.0211529 0.9467096 0.9834811
[88,] 0.9964054 1.0248711 0.9486738 0.9874140
[89,] 0.9972535 1.0260740 0.9493093 0.9886864
[90,] 0.9974077 1.0262927 0.9494248 0.9889178
[91,] 0.9975619 1.0265114 0.9495403 0.9891491
[92,] 0.9976390 1.0266208 0.9495981 0.9892648
[93,] 0.9979474 1.0270582 0.9498292 0.9897275
[94,] 1.0004917 1.0306670 0.9517356 0.9935447
[95,] 1.0008772 1.0312138 0.9520244 0.9941230
[96,] 1.0013398 1.0318700 0.9523710 0.9948171
[97,] 1.0032673 1.0346039 0.9538153 0.9977089
[98,] 1.0038841 1.0354788 0.9542774 0.9986343
[99,] 1.0048864 1.0369004 0.9550284 1.0001380
[100,] 1.0055032 1.0377753 0.9554906 1.0010634
[101,] 1.0062742 1.0388689 0.9560683 1.0022201
[102,] 1.0065055 1.0391970 0.9562416 1.0025671
[103,] 1.0066597 1.0394157 0.9563571 1.0027985
[104,] 1.0073536 1.0403999 0.9568771 1.0038395
[105,] 1.0076620 1.0408373 0.9571081 1.0043022
[106,] 1.0082788 1.0417122 0.9575703 1.0052276
[107,] 1.0085872 1.0421496 0.9578014 1.0056903
[108,] 1.0092811 1.0431338 0.9583213 1.0067313
[109,] 1.0104376 1.0447742 0.9591878 1.0084664
[110,] 1.0112086 1.0458678 0.9597655 1.0096232
[111,] 1.0118255 1.0467427 0.9602277 1.0105485
[112,] 1.0122110 1.0472895 0.9605165 1.0111269
[113,] 1.0139072 1.0496953 0.9617875 1.0136717
[114,] 1.0156805 1.0522106 0.9631162 1.0163322
[115,] 1.0166057 1.0535229 0.9638094 1.0177203
[116,] 1.0172225 1.0543977 0.9642716 1.0186456
[117,] 1.0178393 1.0552726 0.9647337 1.0195710
[118,] 1.0184561 1.0561475 0.9651959 1.0204964
[119,] 1.0187645 1.0565849 0.9654270 1.0209591
[120,] 1.0188416 1.0566942 0.9654847 1.0210748
[121,] 1.0199210 1.0582253 0.9662935 1.0226942
[122,] 1.0205378 1.0591001 0.9667557 1.0236196
[123,] 1.0228508 1.0623809 0.9684887 1.0270897
[124,] 1.0245470 1.0647867 0.9697597 1.0297088
[125,] 1.0246241 1.0648961 0.9698174 1.0298335
[126,] 1.0249325 1.0653335 0.9700485 1.0303324
[127,] 1.0253951 1.0659897 0.9703951 1.0310807
[128,] 1.0263974 1.0674113 0.9711461 1.0327019
[129,] 1.0268600 1.0680675 0.9714928 1.0334502
[130,] 1.0269371 1.0681768 0.9715505 1.0335749
[131,] 1.0273997 1.0688330 0.9718971 1.0343232
[132,] 1.0274768 1.0689423 0.9719549 1.0344479
[133,] 1.0282478 1.0700359 0.9725326 1.0356951
[134,] 1.0285562 1.0704734 0.9727637 1.0361940
[135,] 1.0288647 1.0709108 0.9729948 1.0366928
[136,] 1.0295586 1.0718950 0.9735147 1.0378152
[137,] 1.0296357 1.0720044 0.9735725 1.0379400
[138,] 1.0300212 1.0725512 0.9738613 1.0385635
[139,] 1.0302525 1.0728792 0.9740346 1.0389377
[140,] 1.0307922 1.0736447 0.9744390 1.0398107
[141,] 1.0314090 1.0745196 0.9749012 1.0408084
[142,] 1.0315632 1.0747383 0.9750167 1.0410578
[143,] 1.0328739 1.0765974 0.9759988 1.0431780
[144,] 1.0343388 1.0786752 0.9770964 1.0455475
[145,] 1.0348785 1.0794407 0.9775008 1.0464205
[146,] 1.0360350 1.0810811 0.9783673 1.0482913
[147,] 1.0363434 1.0815185 0.9785984 1.0487901
[148,] 1.0366518 1.0819560 0.9788295 1.0492890
[149,] 1.0374228 1.0830495 0.9794072 1.0505361
[150,] 1.0378854 1.0837057 0.9797538 1.0512844
[151,] 1.0384251 1.0844712 0.9801582 1.0521574
[152,] 1.0392732 1.0856741 0.9807936 1.0535293
[153,] 1.0417404 1.0891736 0.9826423 1.0575201
[154,] 1.0428198 1.0907046 0.9834510 1.0592661
[155,] 1.0429740 1.0909233 0.9835666 1.0595156
[156,] 1.0441305 1.0925637 0.9844331 1.0613863
[157,] 1.0442847 1.0927824 0.9845487 1.0616357
[158,] 1.0447473 1.0934386 0.9848953 1.0623840
[159,] 1.0462894 1.0956257 0.9860507 1.0648783
[160,] 1.0464436 1.0958444 0.9861662 1.0651277
[161,] 1.0473688 1.0971567 0.9868594 1.0666243
[162,] 1.0482940 1.0984690 0.9875527 1.0681209
[163,] 1.0483711 1.0985784 0.9876104 1.0682456
[164,] 1.0485253 1.0987971 0.9877260 1.0684950
[165,] 1.0489879 1.0994532 0.9880726 1.0692433
[166,] 1.0501444 1.1010936 0.9889391 1.0711140
[167,] 1.0513780 1.1028433 0.9898635 1.0731095
[168,] 1.0517635 1.1033901 0.9901523 1.0737330
[169,] 1.0527658 1.1048118 0.9909033 1.0753543
[170,] 1.0532284 1.1054679 0.9912499 1.0761026
[171,] 1.0542307 1.1068896 0.9920009 1.0777239
[172,] 1.0543849 1.1071083 0.9921165 1.0779733
[173,] 1.0557727 1.1090768 0.9931563 1.0802182
[174,] 1.0569292 1.1107171 0.9940229 1.0820889
[175,] 1.0603216 1.1155289 0.9965647 1.0875764
[176,] 1.0607071 1.1160757 0.9968536 1.0881999
[177,] 1.0609384 1.1164037 0.9970269 1.0885741
[178,] 1.0622491 1.1182628 0.9980090 1.0906942
[179,] 1.0638683 1.1205594 0.9992221 1.0933132
[180,] 1.0640996 1.1208874 0.9993954 1.0936874
[181,] 1.0647164 1.1217623 0.9998576 1.0946851
[182,] 1.0657187 1.1231839 1.0006086 1.0963064
[183,] 1.0657958 1.1232933 1.0006664 1.0964311
[184,] 1.0664126 1.1241682 1.0011285 1.0974288
[185,] 1.0698821 1.1290893 1.0037281 1.1030410
[186,] 1.0701134 1.1294174 1.0039015 1.1034151
[187,] 1.0716554 1.1316045 1.0050568 1.1059094
[188,] 1.0726577 1.1330262 1.0058078 1.1075307
[189,] 1.0731974 1.1337917 1.0062122 1.1084037
[190,] 1.0745081 1.1356508 1.0071943 1.1105238
[191,] 1.0750478 1.1364163 1.0075987 1.1113968
[192,] 1.0760501 1.1378379 1.0083497 1.1130181
[193,] 1.0762043 1.1380566 1.0084652 1.1132676
[194,] 1.0766669 1.1387128 1.0088119 1.1140158
[195,] 1.0778234 1.1403532 1.0096784 1.1158866
[196,] 1.0794425 1.1426497 1.0108916 1.1185056
[197,] 1.0800594 1.1435245 1.0113537 1.1195033
[198,] 1.0801365 1.1436339 1.0114115 1.1196280
[199,] 1.0826808 1.1472427 1.0133179 1.1237436
[200,] 1.0843770 1.1496486 1.0145888 1.1264873
[201,] 1.0864587 1.1526013 1.0161486 1.1298546
[202,] 1.0893885 1.1567569 1.0183438 1.1345938
[203,] 1.0902366 1.1579598 1.0189793 1.1359656
[204,] 1.0903908 1.1581785 1.0190948 1.1362150
[205,] 1.0913160 1.1594908 1.0197881 1.1377116
[206,] 1.0938603 1.1630996 1.0216945 1.1418272
[207,] 1.0944000 1.1638651 1.0220988 1.1427002
[208,] 1.0960191 1.1661617 1.0233120 1.1453192
[209,] 1.0977925 1.1686769 1.0246407 1.1481876
[210,] 1.0978696 1.1687863 1.0246985 1.1483124
[211,] 1.0987177 1.1699892 1.0253339 1.1496842
[212,] 1.0988719 1.1702079 1.0254495 1.1499336
[213,] 1.0994116 1.1709734 1.0258539 1.1508066
[214,] 1.0994887 1.1710828 1.0259116 1.1509314
[215,] 1.1006452 1.1727231 1.0267782 1.1528021
[216,] 1.1009536 1.1731606 1.0270093 1.1533009
[217,] 1.1080468 1.1832215 1.0323241 1.1647747
[218,] 1.1083552 1.1836590 1.0325551 1.1652735
[219,] 1.1115934 1.1882520 1.0349814 1.1705115
[220,] 1.1128270 1.1900017 1.0359058 1.1725070
[221,] 1.1148317 1.1928450 1.0374078 1.1757496
[222,] 1.1149088 1.1929544 1.0374655 1.1758743
[223,] 1.1164508 1.1951416 1.0386209 1.1783686
[224,] 1.1172218 1.1962351 1.0391986 1.1796157
[225,] 1.1184554 1.1979849 1.0401229 1.1816111
[226,] 1.1207684 1.2012656 1.0418560 1.1853526
[227,] 1.1233898 1.2049838 1.0438202 1.1895929
[228,] 1.1235440 1.2052025 1.0439357 1.1898423
[229,] 1.1243921 1.2064054 1.0445712 1.1912142
[230,] 1.1285555 1.2123108 1.0476907 1.1979488
[231,] 1.1390412 1.2271835 1.0592655 1.2149099
[232,] 1.1505292 1.2434778 1.0854953 1.2334924
[233,] 1.1521483 1.2457743 1.0891921 1.2361114
[234,] 1.1539987 1.2483989 1.0934170 1.2391046
[235,] 1.1608606 1.2581318 1.1090845 1.2502042
[236,] 1.1647928 1.2637091 1.1180625 1.2565646
[237,] 1.1674142 1.2674272 1.1240478 1.2608049
[238,] 1.1684936 1.2689582 1.1265124 1.2625509
[239,] 1.1708066 1.2722390 1.1317935 1.2662923
[240,] 1.1731967 1.2756291 1.1372507 1.2701585
[241,] 1.1741219 1.2769414 1.1393632 1.2716551
[242,] 1.1961726 1.3082178 1.1897104 1.3073234
[243,] 1.1973291 1.3098582 1.1923510 1.3091942
[244,] 1.2142912 1.3339169 1.2310795 1.3366314
>
> pSq.1 <- vapply(LseRSqr, predict, FUN.VALUE=newd, newdata = newd, deriv = 1)
> print(pSq.1, digits = 3)
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760
[1,] 0.23 -0.856 -0.389 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664
[2,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664
[3,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664
[4,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[5,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[6,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[7,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[8,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[9,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[10,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[11,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[12,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[13,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[14,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[15,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[16,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[17,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[18,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[19,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[20,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[21,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[22,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[23,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[24,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[25,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[26,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[27,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[28,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[29,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[30,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[31,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[32,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[33,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[34,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[35,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[36,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[37,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[38,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[39,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[40,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[41,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[42,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[43,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[44,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[45,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[46,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[47,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[48,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[49,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[50,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[51,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[52,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
[53,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138
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[148,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138
[149,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.370 -0.0138
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[151,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.370 -0.0138
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[154,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[155,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[156,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[157,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[158,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[159,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[160,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[161,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[162,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[163,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[164,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[165,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[166,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[167,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[168,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[169,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[170,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[171,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[172,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[173,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[174,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[175,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[176,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[177,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[178,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138
[179,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[180,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[181,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[182,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[183,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[184,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[185,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[186,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[187,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[188,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[189,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[190,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[191,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138
[192,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138
[193,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138
[194,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138
[195,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138
[196,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[197,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[198,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[199,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[200,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[201,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[202,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[203,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[204,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[205,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[206,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[207,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[208,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[209,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[210,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[211,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[212,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[213,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[214,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[215,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[216,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[217,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[218,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[219,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[220,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[221,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[222,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[223,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[224,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[225,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[226,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[227,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[228,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628
[229,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[230,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[231,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[232,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[233,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[234,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[235,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[236,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[237,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[238,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[239,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[240,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[241,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968
[242,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.689 0.2968
[243,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.689 0.2968
[244,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.963 0.265 0.410 0.716 0.689 0.4855
>
> pEx.1 <- vapply(LseRExp, predict, FUN.VALUE=newd, newdata = newd, deriv = 1)
> print(pEx.1, digits = 3)
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760
[1,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[2,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[3,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[4,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[5,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[6,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[7,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[8,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[9,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[10,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[11,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[12,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[13,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[14,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[15,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[16,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[17,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[18,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[19,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[20,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[21,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[22,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[23,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[24,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[25,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[26,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[27,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[28,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[29,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[30,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[31,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[32,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[33,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[34,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[35,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[36,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[37,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[38,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[39,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[40,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[41,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[42,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[43,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[44,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[45,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[46,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[47,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[48,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[49,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[50,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[51,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[52,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[53,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[54,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[55,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[56,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[57,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[58,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[59,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[60,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[61,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[62,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[63,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[64,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[65,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[66,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[67,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[68,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[69,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[70,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[71,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[72,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[73,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[74,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[75,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[76,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[77,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[78,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[79,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[80,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[81,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[82,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[83,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[84,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[85,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[86,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[87,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[88,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[89,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[90,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[91,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[92,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[93,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[94,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[95,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[96,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[97,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[98,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[99,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[100,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[101,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[102,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[103,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[104,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[105,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[106,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[107,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[108,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[109,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[110,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[111,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[112,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[113,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[114,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[115,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[116,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[117,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[118,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[119,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[120,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[121,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[122,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[123,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16
[124,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[125,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[126,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[127,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[128,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[129,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[130,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[131,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[132,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[133,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[134,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[135,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[136,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[137,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[138,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[139,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[140,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[141,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[142,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[143,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[144,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[145,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[146,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[147,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[148,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[149,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[150,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[151,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[152,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[153,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[154,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[155,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[156,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[157,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[158,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[159,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[160,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[161,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[162,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[163,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[164,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[165,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[166,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[167,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[168,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[169,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[170,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[171,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[172,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[173,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[174,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[175,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[176,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[177,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[178,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[179,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[180,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[181,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[182,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[183,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[184,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[185,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[186,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[187,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[188,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[189,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[190,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[191,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[192,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[193,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[194,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[195,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[196,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[197,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[198,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[199,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[200,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[201,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[202,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[203,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[204,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[205,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[206,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[207,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[208,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[209,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[210,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[211,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[212,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[213,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[214,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25
[215,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[216,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[217,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[218,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[219,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[220,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[221,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[222,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[223,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[224,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[225,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[226,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[227,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[228,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[229,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[230,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25
[231,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[232,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[233,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[234,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[235,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[236,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[237,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[238,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[239,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[240,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[241,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25
[242,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25
[243,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25
[244,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25
>
> ### 4. original from ../man/cvx.pen.reg.Rd (w/ n = 50) ===================================
> doPEN <- function(d, lambda, ...) doEst(d, cvx.pen.reg, lambda=lambda, ...)
>
> ## here n=4 produces tons of NaN (now gives error "Number of samples must be at least 5."):
> if(!inherits( try(penr <- with(d.sqr[["n=4"]], cvx.pen.reg(x, y, lambda = 0.1))),
+ "try-error")) str(penr) ## mostly NaN [C code using `n - 5`]
Error in cvx.pen.reg(x, y, lambda = 0.1) :
Number of samples must be at least 5.
> ##=>
> d.sqr_ <- d.sqr[n.s >= 5]
> d.exp_ <- d.exp[n.s >= 5]
>
> Pen01.sqr <- lapply(d.sqr_, doPEN, lambda = 0.1)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.003
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.003 0.000 0.003
> Pen02.sqr <- lapply(d.sqr_, doPEN, lambda = 0.2)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.001 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.004 0.000 0.003
> Pen05.sqr <- lapply(d.sqr_, doPEN, lambda = 0.5)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.033 0.000 0.041
user.self sys.self elapsed
0.003 0.000 0.005
> Pen10.sqr <- lapply(d.sqr_, doPEN, lambda = 1.0)
user.self sys.self elapsed
0.001 0.000 0.002
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.094 0.000 0.122
user.self sys.self elapsed
0.003 0.000 0.002
>
> Pen01.exp <- lapply(d.exp_, doPEN, lambda = 0.1)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.003
> Pen02.exp <- lapply(d.exp_, doPEN, lambda = 0.2)
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.001 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.004
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.003 0.000 0.003
> Pen05.exp <- lapply(d.exp_, doPEN, lambda = 0.5)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.003 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.002
>
> Pen01Sqr <- lapply(Pen01.sqr, `[[`, "fit")
> Pen02Sqr <- lapply(Pen02.sqr, `[[`, "fit")
> Pen05Sqr <- lapply(Pen05.sqr, `[[`, "fit")
> Pen10Sqr <- lapply(Pen10.sqr, `[[`, "fit")
> prMilli(t(sapply(Pen01.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=6 1 . .
n=9 . . .
n=13 . . 3
n=20 . . .
n=30 1 . .
n=44 . . .
n=67 1 . 1
n=100 1 . 1
n=150 . . 1
n=220 1 . 1
n=340 1 . 1
n=510 3 . 3
n=760 3 . 3
> prMilli(t(sapply(Pen02.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=6 . . .
n=9 . . .
n=13 . . .
n=20 1 1 1
n=30 . . .
n=44 . . .
n=67 . . 1
n=100 . . 1
n=150 . . .
n=220 1 . 1
n=340 1 . 1
n=510 3 . 3
n=760 4 . 3
> prMilli(t(sapply(Pen05.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=6 1 . .
n=9 . . .
n=13 1 . .
n=20 1 . .
n=30 . . .
n=44 . . .
n=67 . . .
n=100 . . .
n=150 1 . 1
n=220 1 . 1
n=340 1 . 1
n=510 33 . 41
n=760 3 . 5
> prMilli(t(sapply(Pen10.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=6 1 . 2
n=9 . . 1
n=13 1 . 1
n=20 . . 1
n=30 . . .
n=44 1 . 1
n=67 . . 1
n=100 . . .
n=150 1 . 1
n=220 1 . 1
n=340 2 . 2
n=510 94 . 122
n=760 3 . 2
>
> Pen01Exp <- lapply(Pen01.exp, `[[`, "fit")
> Pen02Exp <- lapply(Pen02.exp, `[[`, "fit")
> Pen05Exp <- lapply(Pen05.exp, `[[`, "fit")
> prMilli(t(sapply(Pen01.exp, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=6 . . .
n=9 . . .
n=13 . . .
n=20 . . 1
n=30 . . .
n=44 . . 1
n=67 1 . 1
n=100 1 . 1
n=150 1 . 1
n=220 1 . 1
n=340 1 . 2
n=510 2 . 2
n=760 3 . 3
> prMilli(t(sapply(Pen02.exp, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=6 . . 1
n=9 . 1 .
n=13 . . .
n=20 . . .
n=30 1 . 1
n=44 1 . 1
n=67 1 . .
n=100 1 . 4
n=150 1 . 1
n=220 1 . 1
n=340 1 . 1
n=510 2 . 3
n=760 3 . 3
> prMilli(t(sapply(Pen05.exp, `[[`, "sys.tm"))) # in milli sec
Times [milli-seconds]:
user.self sys.self elapsed
n=6 . . .
n=9 . . .
n=13 . . 1
n=20 . . .
n=30 . . 1
n=44 . . .
n=67 1 . 1
n=100 1 . 1
n=150 . . 1
n=220 1 . 1
n=340 1 . 1
n=510 3 . 2
n=760 3 . 2
>
>
> if(do.pdf) pdf("cvxPen01_sqr.pdf"); invisible( lapply(Pen01Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxPen02_sqr.pdf"); invisible( lapply(Pen02Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxPen05_sqr.pdf"); invisible( lapply(Pen05Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxPen10_sqr.pdf"); invisible( lapply(Pen10Sqr, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> if(do.pdf) pdf("cvxPen01_exp.pdf"); invisible( lapply(Pen01Exp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxPen02_exp.pdf"); invisible( lapply(Pen02Exp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("cvxPen05_exp.pdf"); invisible( lapply(Pen05Exp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> dim(prV <- matrix(newd, nrow=length(newd), ncol= ncol(predict(Pen01Sqr[[3]], newdata=1:11))))
[1] 244 3
> str(pSq1 <- vapply(Pen01Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq1
num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ...
- attr(*, "dimnames")=List of 3
..$ : NULL
..$ : chr [1:3] "newdata" "fun" "1der"
..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ...
, , n=6
newdata fun 1der
[1,] -0.3064 -0.066569733 -0.426219224
[2,] -0.2579 -0.084904121 -0.328933502
[3,] -0.2523 -0.086713751 -0.317351026
[4,] -0.2394 -0.090634123 -0.290394666
[5,] -0.2304 -0.093162162 -0.271360535
[6,] -0.2187 -0.096190999 -0.246336782
[7,] -0.2181 -0.096338414 -0.245045000
[8,] -0.2102 -0.098206875 -0.227959065
[9,] -0.2015 -0.100107670 -0.208976311
[10,] -0.1881 -0.102711113 -0.179639157
[11,] -0.1846 -0.103326520 -0.172025625
[12,] -0.1842 -0.103395156 -0.171156892
[13,] -0.1831 -0.103582116 -0.168769341
[14,] -0.1807 -0.103980918 -0.163567594
[15,] -0.1782 -0.104383075 -0.158159981
[16,] -0.1754 -0.104817459 -0.152116628
[17,] -0.1697 -0.105649557 -0.139857094
[18,] -0.1683 -0.105843255 -0.136854804
[19,] -0.1663 -0.106112680 -0.132571854
[20,] -0.1512 -0.107871597 -0.100464785
[21,] -0.1505 -0.107941405 -0.098986196
[22,] -0.1419 -0.108714786 -0.080891660
[23,] -0.1353 -0.109203097 -0.067094207
[24,] -0.1337 -0.109307780 -0.063761015
[25,] -0.1285 -0.109611233 -0.052959532
[26,] -0.1247 -0.109797531 -0.045096498
[27,] -0.1209 -0.109953999 -0.037259099
[28,] -0.1167 -0.110092348 -0.028626537
[29,] -0.1154 -0.110127829 -0.025960900
[30,] -0.1141 -0.110159847 -0.023298264
[31,] -0.1138 -0.110166745 -0.022684235
[32,] -0.1124 -0.110196498 -0.019820881
[33,] -0.1123 -0.110198470 -0.019616489
[34,] -0.1121 -0.110202352 -0.019207758
[35,] -0.1053 -0.110285813 -0.005353158
[36,] -0.1039 -0.110291317 -0.002510930
[37,] -0.0988 -0.110277776 0.007813472
[38,] -0.0984 -0.110274489 0.008621277
[39,] -0.0977 -0.110267960 0.010034251
[40,] -0.0955 -0.110241004 0.014469362
[41,] -0.0948 -0.110230382 0.015878732
[42,] -0.0923 -0.110184400 0.020905095
[43,] -0.0909 -0.110153166 0.023715012
[44,] -0.0902 -0.110136074 0.025118666
[45,] -0.0888 -0.110098944 0.027923363
[46,] -0.0871 -0.110048583 0.031324389
[47,] -0.0866 -0.110032671 0.032323714
[48,] -0.0807 -0.109807243 0.044082234
[49,] -0.0806 -0.109802824 0.044280998
[50,] -0.0707 -0.109267330 0.063870792
[51,] -0.0693 -0.109175981 0.066627023
[52,] -0.0680 -0.109087704 0.069183264
[53,] -0.0671 -0.109024643 0.070951213
[54,] -0.0648 -0.108856265 0.075462769
[55,] -0.0644 -0.108825923 0.076246429
[56,] -0.0637 -0.108772071 0.077617151
[57,] -0.0636 -0.108764299 0.077812897
[58,] -0.0606 -0.108522061 0.083677031
[59,] -0.0541 -0.107937004 0.096327843
[60,] -0.0537 -0.107898318 0.097103904
[61,] -0.0520 -0.107730440 0.100398997
[62,] -0.0518 -0.107710321 0.100786317
[63,] -0.0516 -0.107690125 0.101173567
[64,] -0.0514 -0.107669852 0.101560746
[65,] -0.0507 -0.107598285 0.102915312
[66,] -0.0468 -0.107182221 0.110446254
[67,] -0.0467 -0.107171167 0.110639000
[68,] -0.0465 -0.107149001 0.111024439
[69,] -0.0407 -0.106472704 0.122171274
[70,] -0.0378 -0.106110355 0.127722295
[71,] -0.0374 -0.106059113 0.128486782
[72,] -0.0365 -0.105942701 0.130205838
[73,] -0.0361 -0.105890466 0.130969401
[74,] -0.0358 -0.105851089 0.131541887
[75,] -0.0345 -0.105678473 0.134020814
[76,] -0.0339 -0.105597718 0.135163922
[77,] -0.0321 -0.105351339 0.138589411
[78,] -0.0306 -0.105141317 0.141439592
[79,] -0.0302 -0.105084589 0.142198965
[80,] -0.0293 -0.104955841 0.143906517
[81,] -0.0290 -0.104912584 0.144475381
[82,] -0.0262 -0.104500628 0.149777078
[83,] -0.0261 -0.104485640 0.149966167
[84,] -0.0254 -0.104380201 0.151289292
[85,] -0.0244 -0.104227967 0.153177961
[86,] -0.0243 -0.104212640 0.153366731
[87,] -0.0240 -0.104166545 0.153932932
[88,] -0.0206 -0.103632277 0.160338715
[89,] -0.0195 -0.103454767 0.162406780
[90,] -0.0193 -0.103422248 0.162782561
[91,] -0.0191 -0.103389654 0.163158271
[92,] -0.0190 -0.103373329 0.163346099
[93,] -0.0186 -0.103307840 0.164097236
[94,] -0.0153 -0.102756107 0.170283270
[95,] -0.0148 -0.102670731 0.171218861
[96,] -0.0142 -0.102567663 0.172340985
[97,] -0.0117 -0.102130973 0.177009621
[98,] -0.0109 -0.101988769 0.178501241
[99,] -0.0096 -0.101755143 0.180922701
[100,] -0.0088 -0.101609809 0.182411339
[101,] -0.0078 -0.101426468 0.184270538
[102,] -0.0075 -0.101371103 0.184827951
[103,] -0.0073 -0.101334100 0.185199472
[104,] -0.0064 -0.101166669 0.186870434
[105,] -0.0060 -0.101091772 0.187612623
[106,] -0.0052 -0.100941089 0.189096148
[107,] -0.0048 -0.100865302 0.189837484
[108,] -0.0039 -0.100693698 0.191504452
[109,] -0.0024 -0.100404359 0.194279537
[110,] -0.0014 -0.100209156 0.196127374
[111,] -0.0006 -0.100051663 0.197604365
[112,] -0.0001 -0.099952630 0.198526908
[113,] 0.0021 -0.099511410 0.202580824
[114,] 0.0044 -0.099040609 0.206809821
[115,] 0.0056 -0.098791115 0.209012526
[116,] 0.0064 -0.098623318 0.210479576
[117,] 0.0072 -0.098454348 0.211945489
[118,] 0.0080 -0.098284206 0.213410267
[119,] 0.0084 -0.098198695 0.214142229
[120,] 0.0085 -0.098177272 0.214325175
[121,] 0.0099 -0.097875425 0.216884559
[122,] 0.0107 -0.097701333 0.218345502
[123,] 0.0137 -0.097038089 0.223815367
[124,] 0.0159 -0.096541287 0.227821951
[125,] 0.0160 -0.096518496 0.228003990
[126,] 0.0164 -0.096427148 0.228732078
[127,] 0.0170 -0.096289582 0.229824007
[128,] 0.0183 -0.095989273 0.232189010
[129,] 0.0189 -0.095849632 0.233280162
[130,] 0.0190 -0.095826295 0.233461997
[131,] 0.0196 -0.095685891 0.234552862
[132,] 0.0197 -0.095662426 0.234734650
[133,] 0.0207 -0.095426783 0.236552146
[134,] 0.0211 -0.095332017 0.237278954
[135,] 0.0215 -0.095236960 0.238005653
[136,] 0.0224 -0.095022019 0.239640328
[137,] 0.0225 -0.094998046 0.239821924
[138,] 0.0230 -0.094877908 0.240729804
[139,] 0.0233 -0.094805607 0.241274450
[140,] 0.0240 -0.094636270 0.242545053
[141,] 0.0248 -0.094441654 0.243996762
[142,] 0.0250 -0.094392818 0.244359621
[143,] 0.0267 -0.093974786 0.247442824
[144,] 0.0286 -0.093501373 0.250886427
[145,] 0.0293 -0.093325308 0.252154504
[146,] 0.0308 -0.092945039 0.254870686
[147,] 0.0312 -0.092842946 0.255594743
[148,] 0.0316 -0.092740563 0.256318690
[149,] 0.0326 -0.092483340 0.258128082
[150,] 0.0332 -0.092328137 0.259213391
[151,] 0.0339 -0.092146245 0.260479274
[152,] 0.0350 -0.091858624 0.262467845
[153,] 0.0382 -0.091009477 0.268248092
[154,] 0.0396 -0.090632160 0.270774758
[155,] 0.0398 -0.090577969 0.271135601
[156,] 0.0413 -0.090169237 0.273841057
[157,] 0.0415 -0.090114432 0.274201668
[158,] 0.0421 -0.089949587 0.275283340
[159,] 0.0441 -0.089395416 0.278887141
[160,] 0.0443 -0.089339603 0.279247371
[161,] 0.0455 -0.089003209 0.281408181
[162,] 0.0467 -0.088664223 0.283568010
[163,] 0.0468 -0.088635858 0.283747951
[164,] 0.0470 -0.088579072 0.284107814
[165,] 0.0476 -0.088408283 0.285187238
[166,] 0.0491 -0.087978479 0.287884725
[167,] 0.0507 -0.087515563 0.290760356
[168,] 0.0512 -0.087369958 0.291658633
[169,] 0.0525 -0.086989284 0.293993357
[170,] 0.0531 -0.086812565 0.295070534
[171,] 0.0544 -0.086427457 0.297403575
[172,] 0.0546 -0.086367940 0.297762403
[173,] 0.0564 -0.085829062 0.300990622
[174,] 0.0579 -0.085375560 0.303679120
[175,] 0.0623 -0.084022036 0.311556540
[176,] 0.0628 -0.083866035 0.312450867
[177,] 0.0631 -0.083772219 0.312987381
[178,] 0.0648 -0.083237557 0.316026472
[179,] 0.0669 -0.082569962 0.319777926
[180,] 0.0672 -0.082473948 0.320313603
[181,] 0.0680 -0.082217126 0.321741774
[182,] 0.0693 -0.081797353 0.324061624
[183,] 0.0694 -0.081764938 0.324240026
[184,] 0.0702 -0.081504975 0.325666999
[185,] 0.0747 -0.080021427 0.333685601
[186,] 0.0750 -0.079921241 0.334219685
[187,] 0.0770 -0.079249242 0.337778672
[188,] 0.0783 -0.078808627 0.340090554
[189,] 0.0790 -0.078570128 0.341334936
[190,] 0.0807 -0.077987291 0.344355618
[191,] 0.0814 -0.077745807 0.345598856
[192,] 0.0827 -0.077295028 0.347906842
[193,] 0.0829 -0.077225411 0.348261814
[194,] 0.0835 -0.077016135 0.349326568
[195,] 0.0850 -0.076490149 0.351987381
[196,] 0.0871 -0.075747066 0.355709945
[197,] 0.0879 -0.075461931 0.357127274
[198,] 0.0880 -0.075426210 0.357304410
[199,] 0.0913 -0.074237464 0.363146061
[200,] 0.0935 -0.073434263 0.367036375
[201,] 0.0962 -0.072436824 0.371806347
[202,] 0.1000 -0.071011218 0.378511228
[203,] 0.1011 -0.070593789 0.380450280
[204,] 0.1013 -0.070517664 0.380802746
[205,] 0.1025 -0.070059432 0.382916971
[206,] 0.1058 -0.068786219 0.388726035
[207,] 0.1065 -0.068513680 0.389957307
[208,] 0.1086 -0.067690892 0.393649121
[209,] 0.1109 -0.066780853 0.397689090
[210,] 0.1110 -0.066741075 0.397864659
[211,] 0.1121 -0.066302362 0.399795470
[212,] 0.1123 -0.066222368 0.400146438
[213,] 0.1130 -0.065941835 0.401374611
[214,] 0.1131 -0.065901689 0.401550037
[215,] 0.1146 -0.065297391 0.404180611
[216,] 0.1150 -0.065135578 0.404881838
[217,] 0.1242 -0.061336570 0.420979998
[218,] 0.1246 -0.061168038 0.421678610
[219,] 0.1288 -0.059381593 0.429007461
[220,] 0.1304 -0.058692950 0.431796244
[221,] 0.1330 -0.057564392 0.436324298
[222,] 0.1331 -0.057520751 0.436498362
[223,] 0.1351 -0.056644274 0.439978211
[224,] 0.1361 -0.056203426 0.441717114
[225,] 0.1377 -0.055494454 0.444497942
[226,] 0.1407 -0.054153145 0.449707296
[227,] 0.1441 -0.052614113 0.455603820
[228,] 0.1443 -0.052522958 0.455950430
[229,] 0.1454 -0.052020364 0.457856293
[230,] 0.1508 -0.049522702 0.467200399
[231,] 0.1644 -0.043009206 0.490645709
[232,] 0.1793 -0.035508111 0.516187511
[233,] 0.1814 -0.034420349 0.519775205
[234,] 0.1838 -0.033167972 0.523871749
[235,] 0.1927 -0.028438025 0.539028855
[236,] 0.1978 -0.025666884 0.547690074
[237,] 0.2012 -0.023794942 0.553447288
[238,] 0.2026 -0.023018462 0.555808781
[239,] 0.2056 -0.021343466 0.560850631
[240,] 0.2087 -0.019596788 0.566034053
[241,] 0.2099 -0.018916347 0.568033310
[242,] 0.2385 -0.002000826 0.614488343
[243,] 0.2400 -0.001077313 0.616861546
[244,] 0.2620 0.012871037 0.650944279
, , n=9
newdata fun 1der
[1,] -0.3064 0.2413862 0.1860076
[2,] -0.2579 0.2511301 0.2079039
[3,] -0.2523 0.2523021 0.2106566
[4,] -0.2394 0.2550601 0.2169234
[5,] -0.2304 0.2570318 0.2212342
[6,] -0.2187 0.2596527 0.2267629
[7,] -0.2181 0.2597888 0.2270441
[8,] -0.2102 0.2615970 0.2307260
[9,] -0.2015 0.2636218 0.2347357
[10,] -0.1881 0.2668082 0.2408193
[11,] -0.1846 0.2676538 0.2423899
[12,] -0.1842 0.2677508 0.2425690
[13,] -0.1831 0.2680179 0.2430607
[14,] -0.1807 0.2686025 0.2441311
[15,] -0.1782 0.2692142 0.2452422
[16,] -0.1754 0.2699026 0.2464820
[17,] -0.1697 0.2713148 0.2489908
[18,] -0.1683 0.2716638 0.2496040
[19,] -0.1663 0.2721638 0.2504777
[20,] -0.1512 0.2759954 0.2569942
[21,] -0.1505 0.2761754 0.2572928
[22,] -0.1419 0.2784039 0.2609369
[23,] -0.1353 0.2801352 0.2637024
[24,] -0.1337 0.2805576 0.2643687
[25,] -0.1285 0.2819380 0.2665232
[26,] -0.1247 0.2829537 0.2680870
[27,] -0.1209 0.2839754 0.2696419
[28,] -0.1167 0.2851115 0.2713538
[29,] -0.1154 0.2854646 0.2718833
[30,] -0.1141 0.2858184 0.2724125
[31,] -0.1138 0.2859002 0.2725346
[32,] -0.1124 0.2862821 0.2731043
[33,] -0.1123 0.2863094 0.2731450
[34,] -0.1121 0.2863640 0.2732264
[35,] -0.1053 0.2882314 0.2759901
[36,] -0.1039 0.2886182 0.2765584
[37,] -0.0988 0.2900339 0.2786269
[38,] -0.0984 0.2901454 0.2787890
[39,] -0.0977 0.2903406 0.2790726
[40,] -0.0955 0.2909556 0.2799637
[41,] -0.0948 0.2911516 0.2802471
[42,] -0.0923 0.2918535 0.2812587
[43,] -0.0909 0.2922477 0.2818250
[44,] -0.0902 0.2924451 0.2821080
[45,] -0.0888 0.2928404 0.2826739
[46,] -0.0871 0.2933215 0.2833607
[47,] -0.0866 0.2934633 0.2835626
[48,] -0.0807 0.2951433 0.2859434
[49,] -0.0806 0.2951719 0.2859837
[50,] -0.0707 0.2980229 0.2899694
[51,] -0.0693 0.2984292 0.2905321
[52,] -0.0680 0.2988073 0.2910545
[53,] -0.0671 0.2990694 0.2914160
[54,] -0.0648 0.2997407 0.2923393
[55,] -0.0644 0.2998577 0.2924999
[56,] -0.0637 0.3000625 0.2927814
[57,] -0.0636 0.3000918 0.2928217
[58,] -0.0606 0.3009721 0.2940372
[59,] -0.0541 0.3028920 0.2967181
[60,] -0.0537 0.3030107 0.2968852
[61,] -0.0520 0.3035160 0.2975980
[62,] -0.0518 0.3035756 0.2976822
[63,] -0.0516 0.3036351 0.2977664
[64,] -0.0514 0.3036947 0.2978507
[65,] -0.0507 0.3039033 0.2981462
[66,] -0.0468 0.3050693 0.2998060
[67,] -0.0467 0.3050992 0.2998489
[68,] -0.0465 0.3051592 0.2999347
[69,] -0.0407 0.3069061 0.3024489
[70,] -0.0378 0.3077851 0.3037253
[71,] -0.0374 0.3079066 0.3039024
[72,] -0.0365 0.3081803 0.3043017
[73,] -0.0361 0.3083020 0.3044795
[74,] -0.0358 0.3083934 0.3046131
[75,] -0.0345 0.3087898 0.3051934
[76,] -0.0339 0.3089730 0.3054622
[77,] -0.0321 0.3095235 0.3062716
[78,] -0.0306 0.3099834 0.3069465
[79,] -0.0302 0.3101063 0.3071262
[80,] -0.0293 0.3103829 0.3075302
[81,] -0.0290 0.3104751 0.3076647
[82,] -0.0262 0.3113383 0.3089171
[83,] -0.0261 0.3113692 0.3089618
[84,] -0.0254 0.3115856 0.3092740
[85,] -0.0244 0.3118951 0.3097194
[86,] -0.0243 0.3119261 0.3097639
[87,] -0.0240 0.3120190 0.3098973
[88,] -0.0206 0.3130753 0.3114054
[89,] -0.0195 0.3134181 0.3118915
[90,] -0.0193 0.3134805 0.3119798
[91,] -0.0191 0.3135429 0.3120681
[92,] -0.0190 0.3135741 0.3121122
[93,] -0.0186 0.3136990 0.3122887
[94,] -0.0153 0.3147319 0.3137399
[95,] -0.0148 0.3148888 0.3139591
[96,] -0.0142 0.3150773 0.3142219
[97,] -0.0117 0.3158642 0.3153142
[98,] -0.0109 0.3161166 0.3156628
[99,] -0.0096 0.3165273 0.3162284
[100,] -0.0088 0.3167804 0.3165758
[101,] -0.0078 0.3170972 0.3170094
[102,] -0.0075 0.3171924 0.3171394
[103,] -0.0073 0.3172558 0.3172260
[104,] -0.0064 0.3175415 0.3176153
[105,] -0.0060 0.3176686 0.3177882
[106,] -0.0052 0.3179229 0.3181336
[107,] -0.0048 0.3180502 0.3183061
[108,] -0.0039 0.3183369 0.3186939
[109,] -0.0024 0.3188154 0.3193389
[110,] -0.0014 0.3191349 0.3197680
[111,] -0.0006 0.3193909 0.3201107
[112,] -0.0001 0.3195510 0.3203248
[113,] 0.0021 0.3202568 0.3212643
[114,] 0.0044 0.3209968 0.3222428
[115,] 0.0056 0.3213838 0.3227519
[116,] 0.0064 0.3216421 0.3230907
[117,] 0.0072 0.3219007 0.3234291
[118,] 0.0080 0.3221596 0.3237670
[119,] 0.0084 0.3222891 0.3239358
[120,] 0.0085 0.3223215 0.3239780
[121,] 0.0099 0.3227755 0.3245677
[122,] 0.0107 0.3230353 0.3249041
[123,] 0.0137 0.3240119 0.3261615
[124,] 0.0159 0.3247305 0.3270795
[125,] 0.0160 0.3247632 0.3271211
[126,] 0.0164 0.3248941 0.3272877
[127,] 0.0170 0.3250905 0.3275372
[128,] 0.0183 0.3255167 0.3280771
[129,] 0.0189 0.3257136 0.3283258
[130,] 0.0190 0.3257464 0.3283673
[131,] 0.0196 0.3259435 0.3286157
[132,] 0.0197 0.3259764 0.3286571
[133,] 0.0207 0.3263052 0.3290706
[134,] 0.0211 0.3264369 0.3292358
[135,] 0.0215 0.3265686 0.3294008
[136,] 0.0224 0.3268653 0.3297718
[137,] 0.0225 0.3268982 0.3298130
[138,] 0.0230 0.3270632 0.3300189
[139,] 0.0233 0.3271622 0.3301423
[140,] 0.0240 0.3273934 0.3304300
[141,] 0.0248 0.3276579 0.3307584
[142,] 0.0250 0.3277241 0.3308404
[143,] 0.0267 0.3282871 0.3315365
[144,] 0.0286 0.3289177 0.3323121
[145,] 0.0293 0.3291505 0.3325971
[146,] 0.0308 0.3296498 0.3332069
[147,] 0.0312 0.3297831 0.3333692
[148,] 0.0316 0.3299165 0.3335314
[149,] 0.0326 0.3302502 0.3339365
[150,] 0.0332 0.3304507 0.3341791
[151,] 0.0339 0.3306847 0.3344620
[152,] 0.0350 0.3310528 0.3349057
[153,] 0.0382 0.3321266 0.3361916
[154,] 0.0396 0.3325977 0.3367519
[155,] 0.0398 0.3326650 0.3368318
[156,] 0.0413 0.3331707 0.3374304
[157,] 0.0415 0.3332382 0.3375101
[158,] 0.0421 0.3334408 0.3377490
[159,] 0.0441 0.3341171 0.3385435
[160,] 0.0443 0.3341848 0.3386228
[161,] 0.0455 0.3345914 0.3390980
[162,] 0.0467 0.3349986 0.3395721
[163,] 0.0468 0.3350326 0.3396116
[164,] 0.0470 0.3351005 0.3396905
[165,] 0.0476 0.3353044 0.3399271
[166,] 0.0491 0.3358147 0.3405174
[167,] 0.0507 0.3363601 0.3411453
[168,] 0.0512 0.3365307 0.3413411
[169,] 0.0525 0.3369748 0.3418495
[170,] 0.0531 0.3371800 0.3420837
[171,] 0.0544 0.3376250 0.3425904
[172,] 0.0546 0.3376935 0.3426682
[173,] 0.0564 0.3383109 0.3433675
[174,] 0.0579 0.3388264 0.3439484
[175,] 0.0623 0.3403435 0.3456434
[176,] 0.0628 0.3405164 0.3458351
[177,] 0.0631 0.3406202 0.3459501
[178,] 0.0648 0.3412088 0.3466003
[179,] 0.0669 0.3419376 0.3474007
[180,] 0.0672 0.3420418 0.3475148
[181,] 0.0680 0.3423199 0.3478187
[182,] 0.0693 0.3427724 0.3483116
[183,] 0.0694 0.3428072 0.3483495
[184,] 0.0702 0.3430860 0.3486522
[185,] 0.0747 0.3446588 0.3503463
[186,] 0.0750 0.3447639 0.3504588
[187,] 0.0770 0.3454656 0.3512067
[188,] 0.0783 0.3459225 0.3516913
[189,] 0.0790 0.3461687 0.3519518
[190,] 0.0807 0.3467676 0.3525829
[191,] 0.0814 0.3470145 0.3528421
[192,] 0.0827 0.3474735 0.3533227
[193,] 0.0829 0.3475442 0.3533966
[194,] 0.0835 0.3477563 0.3536179
[195,] 0.0850 0.3482871 0.3541700
[196,] 0.0871 0.3490317 0.3549404
[197,] 0.0879 0.3493158 0.3552331
[198,] 0.0880 0.3493513 0.3552696
[199,] 0.0913 0.3505257 0.3564718
[200,] 0.0935 0.3513108 0.3572690
[201,] 0.0962 0.3522767 0.3582426
[202,] 0.1000 0.3536406 0.3596042
[203,] 0.1011 0.3540364 0.3599965
[204,] 0.1013 0.3541084 0.3600677
[205,] 0.1025 0.3545407 0.3604945
[206,] 0.1058 0.3557323 0.3616628
[207,] 0.1065 0.3559856 0.3619096
[208,] 0.1086 0.3567463 0.3626480
[209,] 0.1109 0.3575814 0.3634532
[210,] 0.1110 0.3576177 0.3634881
[211,] 0.1121 0.3580178 0.3638718
[212,] 0.1123 0.3580905 0.3639414
[213,] 0.1130 0.3583454 0.3641850
[214,] 0.1131 0.3583818 0.3642198
[215,] 0.1146 0.3589285 0.3647406
[216,] 0.1150 0.3590744 0.3648792
[217,] 0.1242 0.3624459 0.3680356
[218,] 0.1246 0.3625931 0.3681715
[219,] 0.1288 0.3641424 0.3695914
[220,] 0.1304 0.3647342 0.3701290
[221,] 0.1330 0.3656977 0.3709988
[222,] 0.1331 0.3657348 0.3710321
[223,] 0.1351 0.3664775 0.3716978
[224,] 0.1361 0.3668494 0.3720296
[225,] 0.1377 0.3674451 0.3725589
[226,] 0.1407 0.3685642 0.3735466
[227,] 0.1441 0.3698362 0.3746582
[228,] 0.1443 0.3699111 0.3747234
[229,] 0.1454 0.3703235 0.3750811
[230,] 0.1508 0.3723537 0.3768249
[231,] 0.1644 0.3775079 0.3811251
[232,] 0.1793 0.3832208 0.3856860
[233,] 0.1814 0.3840314 0.3863162
[234,] 0.1838 0.3849594 0.3870326
[235,] 0.1927 0.3884157 0.3896536
[236,] 0.1978 0.3904067 0.3911303
[237,] 0.2012 0.3917382 0.3921045
[238,] 0.2026 0.3922875 0.3925032
[239,] 0.2056 0.3934662 0.3933530
[240,] 0.2087 0.3946870 0.3942245
[241,] 0.2099 0.3951603 0.3945600
[242,] 0.2385 0.4065561 0.4022547
[243,] 0.2400 0.4071598 0.4026423
[244,] 0.2620 0.4160790 0.4081438
, , n=13
newdata fun 1der
[1,] -0.3064 0.1888446 -0.3655846396
[2,] -0.2579 0.1725721 -0.3052106336
[3,] -0.2523 0.1708826 -0.2981471205
[4,] -0.2394 0.1671419 -0.2818029535
[5,] -0.2304 0.1646572 -0.2703398715
[6,] -0.2187 0.1615817 -0.2553639241
[7,] -0.2181 0.1614287 -0.2545936737
[8,] -0.2102 0.1594576 -0.2444315423
[9,] -0.2015 0.1573799 -0.2331962427
[10,] -0.1881 0.1543715 -0.2157858556
[11,] -0.1846 0.1536242 -0.2112072990
[12,] -0.1842 0.1535399 -0.2106831571
[13,] -0.1831 0.1533089 -0.2092408377
[14,] -0.1807 0.1528105 -0.2060892297
[15,] -0.1782 0.1522994 -0.2027994076
[16,] -0.1754 0.1517367 -0.1991064515
[17,] -0.1697 0.1506233 -0.1915613691
[18,] -0.1683 0.1503564 -0.1897025944
[19,] -0.1663 0.1499797 -0.1870433734
[20,] -0.1512 0.1473077 -0.1668208747
[21,] -0.1505 0.1471912 -0.1658771808
[22,] -0.1419 0.1458147 -0.1542384470
[23,] -0.1353 0.1448263 -0.1452632401
[24,] -0.1337 0.1445956 -0.1430831478
[25,] -0.1285 0.1438700 -0.1359863010
[26,] -0.1247 0.1433632 -0.1307889753
[27,] -0.1209 0.1428761 -0.1255822185
[28,] -0.1167 0.1423607 -0.1198164097
[29,] -0.1154 0.1422061 -0.1180294197
[30,] -0.1141 0.1420538 -0.1162413259
[31,] -0.1138 0.1420190 -0.1158285321
[32,] -0.1124 0.1418582 -0.1139013839
[33,] -0.1123 0.1418468 -0.1137636815
[34,] -0.1121 0.1418241 -0.1134882570
[35,] -0.1053 0.1410843 -0.1041082816
[36,] -0.1039 0.1409399 -0.1021733613
[37,] -0.0988 0.1404368 -0.0951138976
[38,] -0.0984 0.1403988 -0.0945594957
[39,] -0.0977 0.1403330 -0.0935890410
[40,] -0.0955 0.1401305 -0.0905369570
[41,] -0.0948 0.1400674 -0.0895651764
[42,] -0.0923 0.1398478 -0.0860919191
[43,] -0.0909 0.1397287 -0.0841451120
[44,] -0.0902 0.1396701 -0.0831712284
[45,] -0.0888 0.1395550 -0.0812225011
[46,] -0.0871 0.1394190 -0.0788544685
[47,] -0.0866 0.1393797 -0.0781576291
[48,] -0.0807 0.1389429 -0.0699225931
[49,] -0.0806 0.1389359 -0.0697828202
[50,] -0.0707 0.1383136 -0.0559129818
[51,] -0.0693 0.1382367 -0.0539464243
[52,] -0.0680 0.1381678 -0.0521191890
[53,] -0.0671 0.1381215 -0.0508535334
[54,] -0.0648 0.1380082 -0.0476166766
[55,] -0.0644 0.1379893 -0.0470533923
[56,] -0.0637 0.1379567 -0.0460673933
[57,] -0.0636 0.1379521 -0.0459265102
[58,] -0.0606 0.1378207 -0.0416969795
[59,] -0.0541 0.1375795 -0.0325128312
[60,] -0.0537 0.1375666 -0.0319467516
[61,] -0.0520 0.1375143 -0.0295397472
[62,] -0.0518 0.1375084 -0.0292564461
[63,] -0.0516 0.1375026 -0.0289731189
[64,] -0.0514 0.1374968 -0.0286897656
[65,] -0.0507 0.1374771 -0.0276978232
[66,] -0.0468 0.1373799 -0.0221654286
[67,] -0.0467 0.1373777 -0.0220234417
[68,] -0.0465 0.1373733 -0.0217394483
[69,] -0.0407 0.1372711 -0.0134922758
[70,] -0.0378 0.1372380 -0.0093604504
[71,] -0.0374 0.1372343 -0.0087901124
[72,] -0.0365 0.1372270 -0.0075064698
[73,] -0.0361 0.1372241 -0.0069357922
[74,] -0.0358 0.1372221 -0.0065077154
[75,] -0.0345 0.1372148 -0.0046520367
[76,] -0.0339 0.1372123 -0.0037951973
[77,] -0.0321 0.1372078 -0.0012232685
[78,] -0.0306 0.1372076 0.0009216221
[79,] -0.0302 0.1372080 0.0014938411
[80,] -0.0293 0.1372100 0.0027817159
[81,] -0.0290 0.1372109 0.0032111250
[82,] -0.0262 0.1372255 0.0072217785
[83,] -0.0261 0.1372262 0.0073651108
[84,] -0.0254 0.1372317 0.0083686199
[85,] -0.0244 0.1372408 0.0098027596
[86,] -0.0243 0.1372418 0.0099462095
[87,] -0.0240 0.1372448 0.0103765983
[88,] -0.0206 0.1372884 0.0152584467
[89,] -0.0195 0.1373061 0.0168394847
[90,] -0.0193 0.1373095 0.0171270311
[91,] -0.0191 0.1373129 0.0174146035
[92,] -0.0190 0.1373147 0.0175583996
[93,] -0.0186 0.1373218 0.0181336491
[94,] -0.0153 0.1373895 0.0228834445
[95,] -0.0148 0.1374011 0.0236037309
[96,] -0.0142 0.1374155 0.0244682902
[97,] -0.0117 0.1374812 0.0280731513
[98,] -0.0109 0.1375041 0.0292275690
[99,] -0.0096 0.1375433 0.0311043892
[100,] -0.0088 0.1375687 0.0322599041
[101,] -0.0078 0.1376017 0.0337048856
[102,] -0.0075 0.1376118 0.0341385073
[103,] -0.0073 0.1376187 0.0344276212
[104,] -0.0064 0.1376503 0.0357289568
[105,] -0.0060 0.1376647 0.0363074980
[106,] -0.0052 0.1376942 0.0374648939
[107,] -0.0048 0.1377093 0.0380437486
[108,] -0.0039 0.1377441 0.0393465538
[109,] -0.0024 0.1378048 0.0415190713
[110,] -0.0014 0.1378470 0.0429682327
[111,] -0.0006 0.1378818 0.0441280321
[112,] -0.0001 0.1379041 0.0448531190
[113,] 0.0021 0.1380063 0.0480454410
[114,] 0.0044 0.1381206 0.0513862485
[115,] 0.0056 0.1381833 0.0531306500
[116,] 0.0064 0.1382263 0.0542941069
[117,] 0.0072 0.1382702 0.0554579817
[118,] 0.0080 0.1383150 0.0566222746
[119,] 0.0084 0.1383378 0.0572045778
[120,] 0.0085 0.1383435 0.0573501699
[121,] 0.0099 0.1384252 0.0593891454
[122,] 0.0107 0.1384732 0.0605548489
[123,] 0.0137 0.1386614 0.0649299602
[124,] 0.0159 0.1388078 0.0681421110
[125,] 0.0160 0.1388146 0.0682881929
[126,] 0.0164 0.1388421 0.0688725861
[127,] 0.0170 0.1388837 0.0697493718
[128,] 0.0183 0.1389756 0.0716498807
[129,] 0.0189 0.1390188 0.0725274109
[130,] 0.0190 0.1390261 0.0726736888
[131,] 0.0196 0.1390699 0.0735514933
[132,] 0.0197 0.1390773 0.0736978170
[133,] 0.0207 0.1391517 0.0751614123
[134,] 0.0211 0.1391819 0.0757470334
[135,] 0.0215 0.1392123 0.0763327589
[136,] 0.0224 0.1392816 0.0776506884
[137,] 0.0225 0.1392894 0.0777970252
[138,] 0.0230 0.1393285 0.0785282868
[139,] 0.0233 0.1393521 0.0789667060
[140,] 0.0240 0.1394077 0.0799886992
[141,] 0.0248 0.1394722 0.0811550029
[142,] 0.0250 0.1394885 0.0814462974
[143,] 0.0267 0.1396290 0.0839177557
[144,] 0.0286 0.1397911 0.0866703491
[145,] 0.0293 0.1398521 0.0876819014
[146,] 0.0308 0.1399853 0.0898448702
[147,] 0.0312 0.1400213 0.0904205924
[148,] 0.0316 0.1400576 0.0909958644
[149,] 0.0326 0.1401493 0.0924320744
[150,] 0.0332 0.1402050 0.0932924495
[151,] 0.0339 0.1402707 0.0942949400
[152,] 0.0350 0.1403753 0.0958674961
[153,] 0.0382 0.1406893 0.1004228428
[154,] 0.0396 0.1408313 0.1024067451
[155,] 0.0398 0.1408518 0.1026897095
[156,] 0.0413 0.1410075 0.1048083539
[157,] 0.0415 0.1410284 0.1050903613
[158,] 0.0421 0.1410918 0.1059357084
[159,] 0.0441 0.1413064 0.1087462149
[160,] 0.0443 0.1413282 0.1090266464
[161,] 0.0455 0.1414601 0.1107068716
[162,] 0.0467 0.1415939 0.1123830442
[163,] 0.0468 0.1416052 0.1125225423
[164,] 0.0470 0.1416277 0.1128014541
[165,] 0.0476 0.1416956 0.1136375142
[166,] 0.0491 0.1418676 0.1157232319
[167,] 0.0507 0.1420546 0.1179410181
[168,] 0.0512 0.1421137 0.1186325988
[169,] 0.0525 0.1422691 0.1204274160
[170,] 0.0531 0.1423416 0.1212541890
[171,] 0.0544 0.1425004 0.1230420550
[172,] 0.0546 0.1425250 0.1233166892
[173,] 0.0564 0.1427492 0.1257833311
[174,] 0.0579 0.1429394 0.1278319008
[175,] 0.0623 0.1435151 0.1338045095
[176,] 0.0628 0.1435821 0.1344797676
[177,] 0.0631 0.1436225 0.1348845848
[178,] 0.0648 0.1438538 0.1371737644
[179,] 0.0669 0.1441448 0.1399903456
[180,] 0.0672 0.1441869 0.1403917012
[181,] 0.0680 0.1442996 0.1414607446
[182,] 0.0693 0.1444846 0.1431940987
[183,] 0.0694 0.1444990 0.1433272366
[184,] 0.0702 0.1446140 0.1443913270
[185,] 0.0747 0.1452772 0.1503432751
[186,] 0.0750 0.1453224 0.1507380454
[187,] 0.0770 0.1456265 0.1533633746
[188,] 0.0783 0.1458270 0.1550638020
[189,] 0.0790 0.1459358 0.1559774468
[190,] 0.0807 0.1462029 0.1581905573
[191,] 0.0814 0.1463139 0.1590994741
[192,] 0.0827 0.1465219 0.1607838041
[193,] 0.0829 0.1465540 0.1610425096
[194,] 0.0835 0.1466509 0.1618179508
[195,] 0.0850 0.1468951 0.1637521214
[196,] 0.0871 0.1472418 0.1664493224
[197,] 0.0879 0.1473754 0.1674735630
[198,] 0.0880 0.1473921 0.1676014664
[199,] 0.0913 0.1479521 0.1718064918
[200,] 0.0935 0.1483332 0.1745928159
[201,] 0.0962 0.1488092 0.1779937793
[202,] 0.1000 0.1494946 0.1827455643
[203,] 0.1011 0.1496964 0.1841134967
[204,] 0.1013 0.1497332 0.1843618458
[205,] 0.1025 0.1499553 0.1858495765
[206,] 0.1058 0.1505754 0.1899199403
[207,] 0.1065 0.1507086 0.1907794109
[208,] 0.1086 0.1511120 0.1933495487
[209,] 0.1109 0.1515599 0.1961502214
[210,] 0.1110 0.1515795 0.1962716521
[211,] 0.1121 0.1517961 0.1976055320
[212,] 0.1123 0.1518357 0.1978476898
[213,] 0.1130 0.1519745 0.1986943556
[214,] 0.1131 0.1519943 0.1988151952
[215,] 0.1146 0.1522939 0.2006244133
[216,] 0.1150 0.1523743 0.2011057690
[217,] 0.1242 0.1542748 0.2119997082
[218,] 0.1246 0.1543597 0.2124656349
[219,] 0.1288 0.1552623 0.2173190095
[220,] 0.1304 0.1556115 0.2191492506
[221,] 0.1330 0.1561851 0.2221014304
[222,] 0.1331 0.1562073 0.2222144328
[223,] 0.1351 0.1566540 0.2244660332
[224,] 0.1361 0.1568790 0.2255858000
[225,] 0.1377 0.1572414 0.2273690604
[226,] 0.1407 0.1579285 0.2306849196
[227,] 0.1441 0.1587191 0.2344027347
[228,] 0.1443 0.1587660 0.2346204503
[229,] 0.1454 0.1590248 0.2358160616
[230,] 0.1508 0.1603139 0.2416406460
[231,] 0.1644 0.1636983 0.2559803061
[232,] 0.1793 0.1676261 0.2711489055
[233,] 0.1814 0.1681977 0.2732412161
[234,] 0.1838 0.1688564 0.2756186498
[235,] 0.1927 0.1713482 0.2843066602
[236,] 0.1978 0.1728106 0.2891940917
[237,] 0.2012 0.1737994 0.2924155091
[238,] 0.2026 0.1742097 0.2937334018
[239,] 0.2056 0.1750951 0.2965406172
[240,] 0.2087 0.1760188 0.2994172813
[241,] 0.2099 0.1763788 0.3005242456
[242,] 0.2385 0.1853405 0.3258195661
[243,] 0.2400 0.1858302 0.3270886419
[244,] 0.2620 0.1932259 0.3450421712
, , n=20
newdata fun 1der
[1,] -0.3064 0.4137312 -0.077697697
[2,] -0.2579 0.4111079 -0.031049434
[3,] -0.2523 0.4109487 -0.025841404
[4,] -0.2394 0.4106920 -0.013984776
[5,] -0.2304 0.4106029 -0.005828699
[6,] -0.2187 0.4105962 0.004662303
[7,] -0.2181 0.4105991 0.005198721
[8,] -0.2102 0.4106680 0.012248746
[9,] -0.2015 0.4108083 0.019985147
[10,] -0.1881 0.4111556 0.031844491
[11,] -0.1846 0.4112725 0.034930798
[12,] -0.1842 0.4112865 0.035283221
[13,] -0.1831 0.4113259 0.036252070
[14,] -0.1807 0.4114154 0.038364319
[15,] -0.1782 0.4115141 0.040562243
[16,] -0.1754 0.4116311 0.043021086
[17,] -0.1697 0.4118905 0.048017346
[18,] -0.1683 0.4119586 0.049242601
[19,] -0.1663 0.4120589 0.050991669
[20,] -0.1512 0.4129283 0.064147873
[21,] -0.1505 0.4129734 0.064755653
[22,] -0.1419 0.4135624 0.072207413
[23,] -0.1353 0.4140577 0.077907068
[24,] -0.1337 0.4141835 0.079286300
[25,] -0.1285 0.4146074 0.083762058
[26,] -0.1247 0.4149319 0.087026280
[27,] -0.1209 0.4152688 0.090284993
[28,] -0.1167 0.4156556 0.093880319
[29,] -0.1154 0.4157783 0.094991794
[30,] -0.1141 0.4159025 0.096102625
[31,] -0.1138 0.4159314 0.096358878
[32,] -0.1124 0.4160672 0.097554276
[33,] -0.1123 0.4160769 0.097639633
[34,] -0.1121 0.4160965 0.097810335
[35,] -0.1053 0.4167813 0.103605136
[36,] -0.1039 0.4169272 0.104795993
[37,] -0.0988 0.4174727 0.109127792
[38,] -0.0984 0.4175164 0.109467122
[39,] -0.0977 0.4175932 0.110060801
[40,] -0.0955 0.4178374 0.111925433
[41,] -0.0948 0.4179160 0.112518338
[42,] -0.0923 0.4181999 0.114634329
[43,] -0.0909 0.4183612 0.115818243
[44,] -0.0902 0.4184425 0.116409919
[45,] -0.0888 0.4186063 0.117592711
[46,] -0.0871 0.4188074 0.119027953
[47,] -0.0866 0.4188671 0.119449873
[48,] -0.0807 0.4195865 0.124421328
[49,] -0.0806 0.4195989 0.124505476
[50,] -0.0707 0.4208727 0.132817191
[51,] -0.0693 0.4210595 0.133989568
[52,] -0.0680 0.4212344 0.135077533
[53,] -0.0671 0.4213563 0.135830363
[54,] -0.0648 0.4216709 0.137752855
[55,] -0.0644 0.4217261 0.138086996
[56,] -0.0637 0.4218229 0.138671595
[57,] -0.0636 0.4218368 0.138755094
[58,] -0.0606 0.4222568 0.141258287
[59,] -0.0541 0.4231926 0.146670092
[60,] -0.0537 0.4232513 0.147002600
[61,] -0.0520 0.4235024 0.148415076
[62,] -0.0518 0.4235321 0.148581177
[63,] -0.0516 0.4235619 0.148747263
[64,] -0.0514 0.4235916 0.148913334
[65,] -0.0507 0.4236961 0.149494461
[66,] -0.0468 0.4242854 0.152728748
[67,] -0.0467 0.4243007 0.152811602
[68,] -0.0465 0.4243313 0.152977299
[69,] -0.0407 0.4252325 0.157775868
[70,] -0.0378 0.4256935 0.160170339
[71,] -0.0374 0.4257576 0.160500359
[72,] -0.0365 0.4259024 0.161242681
[73,] -0.0361 0.4259670 0.161572503
[74,] -0.0358 0.4260155 0.161819829
[75,] -0.0345 0.4262265 0.162891180
[76,] -0.0339 0.4263244 0.163385431
[77,] -0.0321 0.4266198 0.164867363
[78,] -0.0306 0.4268681 0.166101362
[79,] -0.0302 0.4269346 0.166430283
[80,] -0.0293 0.4270847 0.167170133
[81,] -0.0290 0.4271349 0.167416681
[82,] -0.0262 0.4276069 0.169716139
[83,] -0.0261 0.4276239 0.169798207
[84,] -0.0254 0.4277429 0.170372578
[85,] -0.0244 0.4279137 0.171192783
[86,] -0.0243 0.4279308 0.171274782
[87,] -0.0240 0.4279822 0.171520758
[88,] -0.0206 0.4285701 0.174306082
[89,] -0.0195 0.4287624 0.175206272
[90,] -0.0193 0.4287974 0.175369893
[91,] -0.0191 0.4288325 0.175533499
[92,] -0.0190 0.4288501 0.175615297
[93,] -0.0186 0.4289204 0.175942448
[94,] -0.0153 0.4295055 0.178639115
[95,] -0.0148 0.4295949 0.179047338
[96,] -0.0142 0.4297025 0.179537081
[97,] -0.0117 0.4301538 0.181576195
[98,] -0.0109 0.4302994 0.182228208
[99,] -0.0096 0.4305369 0.183287209
[100,] -0.0088 0.4306838 0.183938581
[101,] -0.0078 0.4308682 0.184752452
[102,] -0.0075 0.4309236 0.184996539
[103,] -0.0073 0.4309607 0.185159245
[104,] -0.0064 0.4311276 0.185891232
[105,] -0.0060 0.4312021 0.186216460
[106,] -0.0052 0.4313513 0.186866733
[107,] -0.0048 0.4314261 0.187191778
[108,] -0.0039 0.4315949 0.187922906
[109,] -0.0024 0.4318777 0.189140767
[110,] -0.0014 0.4320672 0.189952197
[111,] -0.0006 0.4322195 0.190601066
[112,] -0.0001 0.4323149 0.191006485
[113,] 0.0021 0.4327370 0.192789197
[114,] 0.0044 0.4331826 0.194650967
[115,] 0.0056 0.4334168 0.195621524
[116,] 0.0064 0.4335735 0.196268256
[117,] 0.0072 0.4337308 0.196914745
[118,] 0.0080 0.4338886 0.197560989
[119,] 0.0084 0.4339677 0.197884020
[120,] 0.0085 0.4339875 0.197964768
[121,] 0.0099 0.4342654 0.199094841
[122,] 0.0107 0.4344249 0.199740261
[123,] 0.0137 0.4350278 0.202158413
[124,] 0.0159 0.4354745 0.203929542
[125,] 0.0160 0.4354949 0.204010004
[126,] 0.0164 0.4355766 0.204331813
[127,] 0.0170 0.4356993 0.204814414
[128,] 0.0183 0.4359662 0.205859576
[129,] 0.0189 0.4360899 0.206341741
[130,] 0.0190 0.4361105 0.206422089
[131,] 0.0196 0.4362345 0.206904094
[132,] 0.0197 0.4362552 0.206984415
[133,] 0.0207 0.4364626 0.207787413
[134,] 0.0211 0.4365458 0.208108505
[135,] 0.0215 0.4366291 0.208429537
[136,] 0.0224 0.4368170 0.209151634
[137,] 0.0225 0.4368379 0.209231848
[138,] 0.0230 0.4369426 0.209632861
[139,] 0.0233 0.4370056 0.209873423
[140,] 0.0240 0.4371527 0.210434600
[141,] 0.0248 0.4373213 0.211075717
[142,] 0.0250 0.4373635 0.211235958
[143,] 0.0267 0.4377238 0.212597391
[144,] 0.0286 0.4381292 0.214117687
[145,] 0.0293 0.4382792 0.214677449
[146,] 0.0308 0.4386021 0.215876309
[147,] 0.0312 0.4386886 0.216195861
[148,] 0.0316 0.4387751 0.216515351
[149,] 0.0326 0.4389920 0.217313809
[150,] 0.0332 0.4391226 0.217792701
[151,] 0.0339 0.4392752 0.218351234
[152,] 0.0350 0.4395159 0.219228552
[153,] 0.0382 0.4402215 0.221778124
[154,] 0.0396 0.4405328 0.222892333
[155,] 0.0398 0.4405773 0.223051445
[156,] 0.0413 0.4409128 0.224244297
[157,] 0.0415 0.4409577 0.224403279
[158,] 0.0421 0.4410925 0.224880133
[159,] 0.0441 0.4415438 0.226468656
[160,] 0.0443 0.4415891 0.226627424
[161,] 0.0455 0.4418617 0.227579714
[162,] 0.0467 0.4421353 0.228531454
[163,] 0.0468 0.4421582 0.228610741
[164,] 0.0470 0.4422039 0.228769303
[165,] 0.0476 0.4423413 0.229244899
[166,] 0.0491 0.4426861 0.230433286
[167,] 0.0507 0.4430558 0.231699954
[168,] 0.0512 0.4431717 0.232095587
[169,] 0.0525 0.4434741 0.233123787
[170,] 0.0531 0.4436141 0.233598123
[171,] 0.0544 0.4439185 0.234625381
[172,] 0.0546 0.4439654 0.234783363
[173,] 0.0564 0.4443893 0.236204518
[174,] 0.0579 0.4447445 0.237387870
[175,] 0.0623 0.4457966 0.240854082
[176,] 0.0628 0.4459172 0.241247503
[177,] 0.0631 0.4459896 0.241483509
[178,] 0.0648 0.4464012 0.242820230
[179,] 0.0669 0.4469129 0.244469952
[180,] 0.0672 0.4469863 0.244705489
[181,] 0.0680 0.4471823 0.245333421
[182,] 0.0693 0.4475019 0.246353288
[183,] 0.0694 0.4475265 0.246431713
[184,] 0.0702 0.4477239 0.247058973
[185,] 0.0747 0.4488436 0.250582759
[186,] 0.0750 0.4489188 0.250817404
[187,] 0.0770 0.4494220 0.252380822
[188,] 0.0783 0.4497508 0.253396226
[189,] 0.0790 0.4499283 0.253942715
[190,] 0.0807 0.4503612 0.255269124
[191,] 0.0814 0.4505401 0.255814972
[192,] 0.0827 0.4508733 0.256828193
[193,] 0.0829 0.4509247 0.256984016
[194,] 0.0835 0.4510790 0.257451393
[195,] 0.0850 0.4514660 0.258619236
[196,] 0.0871 0.4520109 0.260252774
[197,] 0.0879 0.4522193 0.260874631
[198,] 0.0880 0.4522454 0.260952346
[199,] 0.0913 0.4531108 0.263514801
[200,] 0.0935 0.4536924 0.265220796
[201,] 0.0962 0.4544113 0.267311994
[202,] 0.1000 0.4554327 0.270250449
[203,] 0.1011 0.4557304 0.271100026
[204,] 0.1013 0.4557846 0.271254445
[205,] 0.1025 0.4561107 0.272180639
[206,] 0.1058 0.4570131 0.274724838
[207,] 0.1065 0.4572056 0.275263982
[208,] 0.1086 0.4577854 0.276880294
[209,] 0.1109 0.4584242 0.278648610
[210,] 0.1110 0.4584521 0.278725447
[211,] 0.1121 0.4587591 0.279570408
[212,] 0.1123 0.4588151 0.279723988
[213,] 0.1130 0.4590111 0.280261396
[214,] 0.1131 0.4590391 0.280338154
[215,] 0.1146 0.4594605 0.281489057
[216,] 0.1150 0.4595731 0.281795819
[217,] 0.1242 0.4621980 0.288834508
[218,] 0.1246 0.4623136 0.289139806
[219,] 0.1288 0.4635348 0.292341744
[220,] 0.1304 0.4640035 0.293559759
[221,] 0.1330 0.4647693 0.295536951
[222,] 0.1331 0.4647989 0.295612946
[223,] 0.1351 0.4653916 0.297132031
[224,] 0.1361 0.4656891 0.297891002
[225,] 0.1377 0.4661667 0.299104561
[226,] 0.1407 0.4670674 0.301377352
[227,] 0.1441 0.4680965 0.303949031
[228,] 0.1443 0.4681573 0.304100169
[229,] 0.1454 0.4684923 0.304931155
[230,] 0.1508 0.4701499 0.309003843
[231,] 0.1644 0.4744218 0.319211691
[232,] 0.1793 0.4792609 0.330314282
[233,] 0.1814 0.4799562 0.331872267
[234,] 0.1838 0.4807548 0.333650761
[235,] 0.1927 0.4837536 0.340226823
[236,] 0.1978 0.4854984 0.343981508
[237,] 0.2012 0.4866721 0.346479118
[238,] 0.2026 0.4871579 0.347506264
[239,] 0.2056 0.4882037 0.349704772
[240,] 0.2087 0.4892913 0.351972957
[241,] 0.2099 0.4897142 0.352849980
[242,] 0.2385 0.5001031 0.373589775
[243,] 0.2400 0.5006643 0.374668913
[244,] 0.2620 0.5090803 0.390397655
, , n=30
newdata fun 1der
[1,] -0.3064 0.1901407 -5.596529e-01
[2,] -0.2579 0.1653145 -4.637418e-01
[3,] -0.2523 0.1627489 -4.525261e-01
[4,] -0.2394 0.1570785 -4.265784e-01
[5,] -0.2304 0.1533211 -4.083834e-01
[6,] -0.2187 0.1486820 -3.846168e-01
[7,] -0.2181 0.1484515 -3.833946e-01
[8,] -0.2102 0.1454864 -3.672703e-01
[9,] -0.2015 0.1423686 -3.494458e-01
[10,] -0.1881 0.1378707 -3.218537e-01
[11,] -0.1846 0.1367569 -3.146192e-01
[12,] -0.1842 0.1366312 -3.137916e-01
[13,] -0.1831 0.1362873 -3.115152e-01
[14,] -0.1807 0.1355456 -3.065444e-01
[15,] -0.1782 0.1347857 -3.013608e-01
[16,] -0.1754 0.1339501 -2.955482e-01
[17,] -0.1697 0.1322992 -2.836928e-01
[18,] -0.1683 0.1319041 -2.807763e-01
[19,] -0.1663 0.1313467 -2.766067e-01
[20,] -0.1512 0.1274083 -2.450058e-01
[21,] -0.1505 0.1272373 -2.435357e-01
[22,] -0.1419 0.1252206 -2.254371e-01
[23,] -0.1353 0.1237787 -2.115006e-01
[24,] -0.1337 0.1234430 -2.081159e-01
[25,] -0.1285 0.1223895 -1.970992e-01
[26,] -0.1247 0.1216558 -1.890326e-01
[27,] -0.1209 0.1209528 -1.809525e-01
[28,] -0.1167 0.1202116 -1.720062e-01
[29,] -0.1154 0.1199898 -1.692337e-01
[30,] -0.1141 0.1197716 -1.664597e-01
[31,] -0.1138 0.1197218 -1.658193e-01
[32,] -0.1124 0.1194917 -1.628298e-01
[33,] -0.1123 0.1194754 -1.626161e-01
[34,] -0.1121 0.1194429 -1.621889e-01
[35,] -0.1053 0.1183895 -1.476402e-01
[36,] -0.1039 0.1181849 -1.446396e-01
[37,] -0.0988 0.1174751 -1.336931e-01
[38,] -0.0984 0.1174218 -1.328335e-01
[39,] -0.0977 0.1173294 -1.313289e-01
[40,] -0.0955 0.1170457 -1.265971e-01
[41,] -0.0948 0.1169576 -1.250906e-01
[42,] -0.0923 0.1166516 -1.197064e-01
[43,] -0.0909 0.1164861 -1.166888e-01
[44,] -0.0902 0.1164049 -1.151792e-01
[45,] -0.0888 0.1162458 -1.121588e-01
[46,] -0.0871 0.1160583 -1.084887e-01
[47,] -0.0866 0.1160043 -1.074088e-01
[48,] -0.0807 0.1154082 -9.464765e-02
[49,] -0.0806 0.1153988 -9.443108e-02
[50,] -0.0707 0.1145702 -7.294440e-02
[51,] -0.0693 0.1144702 -6.989850e-02
[52,] -0.0680 0.1143811 -6.706852e-02
[53,] -0.0671 0.1143217 -6.510838e-02
[54,] -0.0648 0.1141777 -6.009569e-02
[55,] -0.0644 0.1141538 -5.922342e-02
[56,] -0.0637 0.1141129 -5.769658e-02
[57,] -0.0636 0.1141071 -5.747842e-02
[58,] -0.0606 0.1139445 -5.092935e-02
[59,] -0.0541 0.1136597 -3.671087e-02
[60,] -0.0537 0.1136452 -3.583460e-02
[61,] -0.0520 0.1135874 -3.210877e-02
[62,] -0.0518 0.1135810 -3.167026e-02
[63,] -0.0516 0.1135747 -3.123172e-02
[64,] -0.0514 0.1135685 -3.079313e-02
[65,] -0.0507 0.1135475 -2.925779e-02
[66,] -0.0468 0.1134501 -2.069538e-02
[67,] -0.0467 0.1134480 -2.047565e-02
[68,] -0.0465 0.1134440 -2.003615e-02
[69,] -0.0407 0.1133648 -7.274422e-03
[70,] -0.0378 0.1133530 -8.817783e-04
[71,] -0.0374 0.1133528 5.818738e-07
[72,] -0.0365 0.1133537 1.986439e-03
[73,] -0.0361 0.1133546 2.869284e-03
[74,] -0.0358 0.1133556 3.531517e-03
[75,] -0.0345 0.1133621 6.402161e-03
[76,] -0.0339 0.1133663 7.727607e-03
[77,] -0.0321 0.1133838 1.170596e-02
[78,] -0.0306 0.1134038 1.502356e-02
[79,] -0.0302 0.1134100 1.590861e-02
[80,] -0.0293 0.1134252 1.790052e-02
[81,] -0.0290 0.1134307 1.856466e-02
[82,] -0.0262 0.1134914 2.476733e-02
[83,] -0.0261 0.1134939 2.498898e-02
[84,] -0.0254 0.1135119 2.654086e-02
[85,] -0.0244 0.1135395 2.875862e-02
[86,] -0.0243 0.1135424 2.898045e-02
[87,] -0.0240 0.1135512 2.964598e-02
[88,] -0.0206 0.1136648 3.719462e-02
[89,] -0.0195 0.1137071 3.963914e-02
[90,] -0.0193 0.1137151 4.008372e-02
[91,] -0.0191 0.1137231 4.052833e-02
[92,] -0.0190 0.1137272 4.075066e-02
[93,] -0.0186 0.1137437 4.164004e-02
[94,] -0.0153 0.1138932 4.898314e-02
[95,] -0.0148 0.1139180 5.009662e-02
[96,] -0.0142 0.1139484 5.143310e-02
[97,] -0.0117 0.1140840 5.700540e-02
[98,] -0.0109 0.1141303 5.878976e-02
[99,] -0.0096 0.1142086 6.169063e-02
[100,] -0.0088 0.1142587 6.347657e-02
[101,] -0.0078 0.1143233 6.570983e-02
[102,] -0.0075 0.1143431 6.637999e-02
[103,] -0.0073 0.1143564 6.682681e-02
[104,] -0.0064 0.1144175 6.883796e-02
[105,] -0.0060 0.1144452 6.973205e-02
[106,] -0.0052 0.1145017 7.152067e-02
[107,] -0.0048 0.1145305 7.241521e-02
[108,] -0.0039 0.1145965 7.442846e-02
[109,] -0.0024 0.1147107 7.778557e-02
[110,] -0.0014 0.1147896 8.002480e-02
[111,] -0.0006 0.1148543 8.181686e-02
[112,] -0.0001 0.1148955 8.293720e-02
[113,] 0.0021 0.1150834 8.786948e-02
[114,] 0.0044 0.1152914 9.302995e-02
[115,] 0.0056 0.1154047 9.572043e-02
[116,] 0.0064 0.1154820 9.751277e-02
[117,] 0.0072 0.1155607 9.930406e-02
[118,] 0.0080 0.1156409 1.010943e-01
[119,] 0.0084 0.1156815 1.019890e-01
[120,] 0.0085 0.1156917 1.022127e-01
[121,] 0.0099 0.1158370 1.053419e-01
[122,] 0.0107 0.1159220 1.071286e-01
[123,] 0.0137 0.1162534 1.138193e-01
[124,] 0.0159 0.1165092 1.187165e-01
[125,] 0.0160 0.1165211 1.189389e-01
[126,] 0.0164 0.1165688 1.198284e-01
[127,] 0.0170 0.1166411 1.211621e-01
[128,] 0.0183 0.1168005 1.240498e-01
[129,] 0.0189 0.1168753 1.253817e-01
[130,] 0.0190 0.1168879 1.256036e-01
[131,] 0.0196 0.1169637 1.269347e-01
[132,] 0.0197 0.1169764 1.271565e-01
[133,] 0.0207 0.1171046 1.293737e-01
[134,] 0.0211 0.1171566 1.302600e-01
[135,] 0.0215 0.1172088 1.311462e-01
[136,] 0.0224 0.1173278 1.331390e-01
[137,] 0.0225 0.1173411 1.333603e-01
[138,] 0.0230 0.1174080 1.344668e-01
[139,] 0.0233 0.1174485 1.351305e-01
[140,] 0.0240 0.1175436 1.366778e-01
[141,] 0.0248 0.1176537 1.384428e-01
[142,] 0.0250 0.1176814 1.388835e-01
[143,] 0.0267 0.1179207 1.426201e-01
[144,] 0.0286 0.1181956 1.467768e-01
[145,] 0.0293 0.1182989 1.483031e-01
[146,] 0.0308 0.1185238 1.515643e-01
[147,] 0.0312 0.1185846 1.524317e-01
[148,] 0.0316 0.1186457 1.532983e-01
[149,] 0.0326 0.1188001 1.554608e-01
[150,] 0.0332 0.1188938 1.567555e-01
[151,] 0.0339 0.1190040 1.582635e-01
[152,] 0.0350 0.1191794 1.606275e-01
[153,] 0.0382 0.1197044 1.674655e-01
[154,] 0.0396 0.1199409 1.704388e-01
[155,] 0.0398 0.1199751 1.708626e-01
[156,] 0.0413 0.1202337 1.740314e-01
[157,] 0.0415 0.1202686 1.744527e-01
[158,] 0.0421 0.1203736 1.757148e-01
[159,] 0.0441 0.1207292 1.799027e-01
[160,] 0.0443 0.1207653 1.803199e-01
[161,] 0.0455 0.1209832 1.828169e-01
[162,] 0.0467 0.1212040 1.853034e-01
[163,] 0.0468 0.1212226 1.855101e-01
[164,] 0.0470 0.1212597 1.859234e-01
[165,] 0.0476 0.1213716 1.871614e-01
[166,] 0.0491 0.1216547 1.902449e-01
[167,] 0.0507 0.1219617 1.935158e-01
[168,] 0.0512 0.1220587 1.945342e-01
[169,] 0.0525 0.1223133 1.971733e-01
[170,] 0.0531 0.1224320 1.983873e-01
[171,] 0.0544 0.1226916 2.010084e-01
[172,] 0.0546 0.1227318 2.014106e-01
[173,] 0.0564 0.1230976 2.050169e-01
[174,] 0.0579 0.1234074 2.080041e-01
[175,] 0.0623 0.1243417 2.166766e-01
[176,] 0.0628 0.1244503 2.176545e-01
[177,] 0.0631 0.1245157 2.182404e-01
[178,] 0.0648 0.1248895 2.215502e-01
[179,] 0.0669 0.1253591 2.256142e-01
[180,] 0.0672 0.1254268 2.261925e-01
[181,] 0.0680 0.1256084 2.277321e-01
[182,] 0.0693 0.1259061 2.302253e-01
[183,] 0.0694 0.1259291 2.304167e-01
[184,] 0.0702 0.1261141 2.319453e-01
[185,] 0.0747 0.1271770 2.404701e-01
[186,] 0.0750 0.1272493 2.410340e-01
[187,] 0.0770 0.1277351 2.447789e-01
[188,] 0.0783 0.1280549 2.471998e-01
[189,] 0.0790 0.1282284 2.484991e-01
[190,] 0.0807 0.1286535 2.516417e-01
[191,] 0.0814 0.1288301 2.529306e-01
[192,] 0.0827 0.1291604 2.553162e-01
[193,] 0.0829 0.1292115 2.556822e-01
[194,] 0.0835 0.1293653 2.567790e-01
[195,] 0.0850 0.1297525 2.595111e-01
[196,] 0.0871 0.1303015 2.633128e-01
[197,] 0.0879 0.1305127 2.647538e-01
[198,] 0.0880 0.1305392 2.649337e-01
[199,] 0.0913 0.1314232 2.708342e-01
[200,] 0.0935 0.1320233 2.747305e-01
[201,] 0.0962 0.1327715 2.794714e-01
[202,] 0.1000 0.1338461 2.860674e-01
[203,] 0.1011 0.1341618 2.879601e-01
[204,] 0.1013 0.1342194 2.883034e-01
[205,] 0.1025 0.1345666 2.903581e-01
[206,] 0.1058 0.1355341 2.959628e-01
[207,] 0.1065 0.1357417 2.971430e-01
[208,] 0.1086 0.1363694 3.006654e-01
[209,] 0.1109 0.1370653 3.044920e-01
[210,] 0.1110 0.1370958 3.046576e-01
[211,] 0.1121 0.1374319 3.064755e-01
[212,] 0.1123 0.1374932 3.068052e-01
[213,] 0.1130 0.1377084 3.079573e-01
[214,] 0.1131 0.1377392 3.081216e-01
[215,] 0.1146 0.1382032 3.105792e-01
[216,] 0.1150 0.1383276 3.112322e-01
[217,] 0.1242 0.1412591 3.259783e-01
[218,] 0.1246 0.1413896 3.266076e-01
[219,] 0.1288 0.1427752 3.331614e-01
[220,] 0.1304 0.1433102 3.356320e-01
[221,] 0.1330 0.1441881 3.396160e-01
[222,] 0.1331 0.1442220 3.397685e-01
[223,] 0.1351 0.1449046 3.428060e-01
[224,] 0.1361 0.1452482 3.443164e-01
[225,] 0.1377 0.1458010 3.467212e-01
[226,] 0.1407 0.1468479 3.511915e-01
[227,] 0.1441 0.1480505 3.561966e-01
[228,] 0.1443 0.1481217 3.564889e-01
[229,] 0.1454 0.1485148 3.580931e-01
[230,] 0.1508 0.1504695 3.658592e-01
[231,] 0.1644 0.1555740 3.846304e-01
[232,] 0.1793 0.1614511 4.040475e-01
[233,] 0.1814 0.1623024 4.066879e-01
[234,] 0.1838 0.1632820 4.096764e-01
[235,] 0.1927 0.1669766 4.204876e-01
[236,] 0.1978 0.1691364 4.264903e-01
[237,] 0.2012 0.1705932 4.304143e-01
[238,] 0.2026 0.1711969 4.320119e-01
[239,] 0.2056 0.1724980 4.353998e-01
[240,] 0.2087 0.1738531 4.388496e-01
[241,] 0.2099 0.1743805 4.401711e-01
[242,] 0.2385 0.1873975 4.693697e-01
[243,] 0.2400 0.1881026 4.707794e-01
[244,] 0.2620 0.1986766 4.900611e-01
, , n=44
newdata fun 1der
[1,] -0.3064 0.2364116 -0.392421522
[2,] -0.2579 0.2181970 -0.357760794
[3,] -0.2523 0.2162057 -0.353397602
[4,] -0.2394 0.2117132 -0.343056113
[5,] -0.2304 0.2086593 -0.335537563
[6,] -0.2187 0.2047926 -0.325351622
[7,] -0.2181 0.2045976 -0.324816717
[8,] -0.2102 0.2020597 -0.317659614
[9,] -0.2015 0.1993312 -0.309503321
[10,] -0.1881 0.1952719 -0.296223446
[11,] -0.1846 0.1942414 -0.292610139
[12,] -0.1842 0.1941245 -0.292193374
[13,] -0.1831 0.1938037 -0.291043233
[14,] -0.1807 0.1931082 -0.288513289
[15,] -0.1782 0.1923902 -0.285847967
[16,] -0.1754 0.1915941 -0.282826507
[17,] -0.1697 0.1899998 -0.276557167
[18,] -0.1683 0.1896137 -0.274993015
[19,] -0.1663 0.1890659 -0.272741879
[20,] -0.1512 0.1850792 -0.255114214
[21,] -0.1505 0.1849009 -0.254269984
[22,] -0.1419 0.1827594 -0.243702384
[23,] -0.1353 0.1811784 -0.235346978
[24,] -0.1337 0.1808035 -0.233289333
[25,] -0.1285 0.1796080 -0.226515495
[26,] -0.1247 0.1787567 -0.221481728
[27,] -0.1209 0.1779248 -0.216377319
[28,] -0.1167 0.1770280 -0.210653417
[29,] -0.1154 0.1767553 -0.208864244
[30,] -0.1141 0.1764850 -0.207066803
[31,] -0.1138 0.1764229 -0.206650835
[32,] -0.1124 0.1761349 -0.204703828
[33,] -0.1123 0.1761145 -0.204564390
[34,] -0.1121 0.1760736 -0.204285365
[35,] -0.1053 0.1747170 -0.194682107
[36,] -0.1039 0.1744458 -0.192676885
[37,] -0.0988 0.1734820 -0.185291061
[38,] -0.0984 0.1734080 -0.184706400
[39,] -0.0977 0.1732790 -0.183681358
[40,] -0.0955 0.1728785 -0.180444194
[41,] -0.0948 0.1727525 -0.179409222
[42,] -0.0923 0.1723086 -0.175693325
[43,] -0.0909 0.1720641 -0.173599067
[44,] -0.0902 0.1719430 -0.172548342
[45,] -0.0888 0.1717029 -0.170439702
[46,] -0.0871 0.1714153 -0.167866319
[47,] -0.0866 0.1713316 -0.167106751
[48,] -0.0807 0.1703723 -0.158051486
[49,] -0.0806 0.1703565 -0.157896539
[50,] -0.0707 0.1688701 -0.142314659
[51,] -0.0693 0.1686724 -0.140072464
[52,] -0.0680 0.1684916 -0.137981841
[53,] -0.0671 0.1683681 -0.136529643
[54,] -0.0648 0.1680584 -0.132800468
[55,] -0.0644 0.1680054 -0.132149274
[56,] -0.0637 0.1679133 -0.131007801
[57,] -0.0636 0.1679002 -0.130844538
[58,] -0.0606 0.1675150 -0.125923893
[59,] -0.0541 0.1667315 -0.115111452
[60,] -0.0537 0.1666856 -0.114439320
[61,] -0.0520 0.1664935 -0.111574026
[62,] -0.0518 0.1664712 -0.111236003
[63,] -0.0516 0.1664490 -0.110897785
[64,] -0.0514 0.1664269 -0.110559370
[65,] -0.0507 0.1663499 -0.109373380
[66,] -0.0468 0.1659363 -0.102721834
[67,] -0.0467 0.1659260 -0.102550304
[68,] -0.0465 0.1659056 -0.102207095
[69,] -0.0407 0.1653418 -0.092168927
[70,] -0.0378 0.1650819 -0.087088130
[71,] -0.0374 0.1650472 -0.086384101
[72,] -0.0365 0.1649701 -0.084797175
[73,] -0.0361 0.1649364 -0.084090603
[74,] -0.0358 0.1649112 -0.083560160
[75,] -0.0345 0.1648041 -0.081256486
[76,] -0.0339 0.1647556 -0.080190464
[77,] -0.0321 0.1646142 -0.076981829
[78,] -0.0306 0.1645007 -0.074295859
[79,] -0.0302 0.1644711 -0.073577741
[80,] -0.0293 0.1644057 -0.071959115
[81,] -0.0290 0.1643841 -0.071418693
[82,] -0.0262 0.1641913 -0.066358449
[83,] -0.0261 0.1641846 -0.066177195
[84,] -0.0254 0.1641387 -0.064907392
[85,] -0.0244 0.1640747 -0.063090276
[86,] -0.0243 0.1640684 -0.062908363
[87,] -0.0240 0.1640497 -0.062362404
[88,] -0.0206 0.1638482 -0.056151838
[89,] -0.0195 0.1637875 -0.054133475
[90,] -0.0193 0.1637767 -0.053766024
[91,] -0.0191 0.1637660 -0.053398426
[92,] -0.0190 0.1637607 -0.053214572
[93,] -0.0186 0.1637395 -0.052478791
[94,] -0.0153 0.1635764 -0.046386242
[95,] -0.0148 0.1635534 -0.045459650
[96,] -0.0142 0.1635265 -0.044346531
[97,] -0.0117 0.1634214 -0.039694346
[98,] -0.0109 0.1633903 -0.038200813
[99,] -0.0096 0.1633422 -0.035768824
[100,] -0.0088 0.1633142 -0.034269140
[101,] -0.0078 0.1632809 -0.032391239
[102,] -0.0075 0.1632712 -0.031827155
[103,] -0.0073 0.1632649 -0.031450916
[104,] -0.0064 0.1632374 -0.029756026
[105,] -0.0060 0.1632256 -0.029001790
[106,] -0.0052 0.1632030 -0.027491560
[107,] -0.0048 0.1631922 -0.026735566
[108,] -0.0039 0.1631689 -0.025032438
[109,] -0.0024 0.1631334 -0.022187300
[110,] -0.0014 0.1631122 -0.020285964
[111,] -0.0006 0.1630966 -0.018762259
[112,] -0.0001 0.1630874 -0.017808753
[113,] 0.0021 0.1630529 -0.013602453
[114,] 0.0044 0.1630267 -0.009186007
[115,] 0.0056 0.1630170 -0.006874085
[116,] 0.0064 0.1630122 -0.005329875
[117,] 0.0072 0.1630085 -0.003783327
[118,] 0.0080 0.1630061 -0.002234471
[119,] 0.0084 0.1630054 -0.001459178
[120,] 0.0085 0.1630052 -0.001265265
[121,] 0.0099 0.1630054 0.001453303
[122,] 0.0107 0.1630072 0.003008580
[123,] 0.0137 0.1630249 0.008830327
[124,] 0.0159 0.1630490 0.013088934
[125,] 0.0160 0.1630503 0.013282293
[126,] 0.0164 0.1630558 0.014055540
[127,] 0.0170 0.1630646 0.015214851
[128,] 0.0183 0.1630860 0.017724387
[129,] 0.0189 0.1630970 0.018881571
[130,] 0.0190 0.1630989 0.019074370
[131,] 0.0196 0.1631107 0.020230770
[132,] 0.0197 0.1631127 0.020423438
[133,] 0.0207 0.1631341 0.022349093
[134,] 0.0211 0.1631432 0.023118832
[135,] 0.0215 0.1631526 0.023888273
[136,] 0.0224 0.1631749 0.025618423
[137,] 0.0225 0.1631774 0.025810568
[138,] 0.0230 0.1631906 0.026771016
[139,] 0.0233 0.1631987 0.027347061
[140,] 0.0240 0.1632183 0.028690513
[141,] 0.0248 0.1632419 0.030224766
[142,] 0.0250 0.1632480 0.030608143
[143,] 0.0267 0.1633028 0.033863833
[144,] 0.0286 0.1633706 0.037496553
[145,] 0.0293 0.1633973 0.038834168
[146,] 0.0308 0.1634577 0.041699756
[147,] 0.0312 0.1634745 0.042463745
[148,] 0.0316 0.1634916 0.043227664
[149,] 0.0326 0.1635358 0.045137150
[150,] 0.0332 0.1635633 0.046282630
[151,] 0.0339 0.1635961 0.047618822
[152,] 0.0350 0.1636497 0.049718114
[153,] 0.0382 0.1638185 0.055822107
[154,] 0.0396 0.1638985 0.058491180
[155,] 0.0398 0.1639103 0.058872406
[156,] 0.0413 0.1640007 0.061731034
[157,] 0.0415 0.1640131 0.062112109
[158,] 0.0421 0.1640507 0.063255229
[159,] 0.0441 0.1641810 0.067064479
[160,] 0.0443 0.1641945 0.067445306
[161,] 0.0455 0.1642768 0.069729902
[162,] 0.0467 0.1643618 0.072013860
[163,] 0.0468 0.1643691 0.072204162
[164,] 0.0470 0.1643835 0.072584751
[165,] 0.0476 0.1644274 0.073726412
[166,] 0.0491 0.1645402 0.076579869
[167,] 0.0507 0.1646651 0.079622460
[168,] 0.0512 0.1647052 0.080573038
[169,] 0.0525 0.1648115 0.083044023
[170,] 0.0531 0.1648617 0.084184226
[171,] 0.0544 0.1649727 0.086654120
[172,] 0.0546 0.1649901 0.087034037
[173,] 0.0564 0.1651498 0.090452497
[174,] 0.0579 0.1652877 0.093300120
[175,] 0.0623 0.1657165 0.101647412
[176,] 0.0628 0.1657676 0.102595426
[177,] 0.0631 0.1657985 0.103164182
[178,] 0.0648 0.1659766 0.106386379
[179,] 0.0669 0.1662042 0.110364977
[180,] 0.0672 0.1662374 0.110933189
[181,] 0.0680 0.1663267 0.112448227
[182,] 0.0693 0.1664745 0.114909559
[183,] 0.0694 0.1664860 0.115098862
[184,] 0.0702 0.1665787 0.116613122
[185,] 0.0747 0.1671226 0.125125562
[186,] 0.0750 0.1671602 0.125692740
[187,] 0.0770 0.1674154 0.129474141
[188,] 0.0783 0.1675853 0.131935138
[189,] 0.0790 0.1676781 0.133261496
[190,] 0.0807 0.1679074 0.136486171
[191,] 0.0814 0.1680034 0.137815427
[192,] 0.0827 0.1681842 0.140286287
[193,] 0.0829 0.1682123 0.140666678
[194,] 0.0835 0.1682970 0.141808265
[195,] 0.0850 0.1685119 0.144664948
[196,] 0.0871 0.1688199 0.148670822
[197,] 0.0879 0.1689394 0.150198870
[198,] 0.0880 0.1689545 0.150389953
[199,] 0.0913 0.1694612 0.156705385
[200,] 0.0935 0.1698106 0.160926105
[201,] 0.0962 0.1702521 0.166117487
[202,] 0.1000 0.1708972 0.173445174
[203,] 0.1011 0.1710892 0.175570994
[204,] 0.1013 0.1711243 0.175957731
[205,] 0.1025 0.1713369 0.178279600
[206,] 0.1058 0.1719357 0.184677546
[207,] 0.1065 0.1720655 0.186037100
[208,] 0.1086 0.1724605 0.190120833
[209,] 0.1109 0.1729029 0.194602218
[210,] 0.1110 0.1729224 0.194797267
[211,] 0.1121 0.1731378 0.196943953
[212,] 0.1123 0.1731772 0.197334484
[213,] 0.1130 0.1733159 0.198701884
[214,] 0.1131 0.1733357 0.198897296
[215,] 0.1146 0.1736363 0.201830543
[216,] 0.1150 0.1737172 0.202613398
[217,] 0.1242 0.1756643 0.220695206
[218,] 0.1246 0.1757527 0.221484683
[219,] 0.1288 0.1767004 0.229790844
[220,] 0.1304 0.1770706 0.232963097
[221,] 0.1330 0.1776830 0.238127424
[222,] 0.1331 0.1777068 0.238326284
[223,] 0.1351 0.1781875 0.242304889
[224,] 0.1361 0.1784308 0.244294138
[225,] 0.1377 0.1788242 0.247474243
[226,] 0.1407 0.1795755 0.253427113
[227,] 0.1441 0.1804486 0.260158206
[228,] 0.1443 0.1805007 0.260553640
[229,] 0.1454 0.1807885 0.262727508
[230,] 0.1508 0.1822360 0.273374235
[231,] 0.1644 0.1861353 0.300004228
[232,] 0.1793 0.1908208 0.328877376
[233,] 0.1814 0.1915157 0.332919548
[234,] 0.1838 0.1923203 0.337526395
[235,] 0.1927 0.1953999 0.354490999
[236,] 0.1978 0.1972324 0.364127719
[237,] 0.2012 0.1984813 0.370517968
[238,] 0.2026 0.1990018 0.373141288
[239,] 0.2056 0.2001297 0.378747157
[240,] 0.2087 0.2013128 0.384546167
[241,] 0.2099 0.2017756 0.386798537
[242,] 0.2385 0.2136179 0.441734021
[243,] 0.2400 0.2142827 0.444681683
[244,] 0.2620 0.2245468 0.488611505
, , n=67
newdata fun 1der
[1,] -0.3064 0.10078213 -4.793546e-01
[2,] -0.2579 0.08018111 -3.724845e-01
[3,] -0.2523 0.07812742 -3.610001e-01
[4,] -0.2394 0.07363865 -3.350476e-01
[5,] -0.2304 0.07070312 -3.173482e-01
[6,] -0.2187 0.06712238 -2.948391e-01
[7,] -0.2181 0.06694581 -2.937001e-01
[8,] -0.2102 0.06468445 -2.788410e-01
[9,] -0.2015 0.06232864 -2.627755e-01
[10,] -0.1881 0.05896935 -2.388182e-01
[11,] -0.1846 0.05814409 -2.327719e-01
[12,] -0.1842 0.05805112 -2.320866e-01
[13,] -0.1831 0.05779686 -2.302079e-01
[14,] -0.1807 0.05724925 -2.261393e-01
[15,] -0.1782 0.05668915 -2.219456e-01
[16,] -0.1754 0.05607422 -2.173024e-01
[17,] -0.1697 0.05486215 -2.080259e-01
[18,] -0.1683 0.05457248 -2.057835e-01
[19,] -0.1663 0.05416410 -2.026047e-01
[20,] -0.1512 0.05128098 -1.795408e-01
[21,] -0.1505 0.05115566 -1.785117e-01
[22,] -0.1419 0.04967396 -1.661585e-01
[23,] -0.1353 0.04860758 -1.570422e-01
[24,] -0.1337 0.04835804 -1.548876e-01
[25,] -0.1285 0.04757044 -1.480834e-01
[26,] -0.1247 0.04701686 -1.433026e-01
[27,] -0.1209 0.04648114 -1.386836e-01
[28,] -0.1167 0.04590903 -1.337910e-01
[29,] -0.1154 0.04573606 -1.323305e-01
[30,] -0.1141 0.04556496 -1.308956e-01
[31,] -0.1138 0.04552574 -1.305681e-01
[32,] -0.1124 0.04534401 -1.290549e-01
[33,] -0.1123 0.04533111 -1.289475e-01
[34,] -0.1121 0.04530534 -1.287332e-01
[35,] -0.1053 0.04445420 -1.216777e-01
[36,] -0.1039 0.04428483 -1.202813e-01
[37,] -0.0988 0.04368406 -1.153531e-01
[38,] -0.0984 0.04363800 -1.149742e-01
[39,] -0.0977 0.04355775 -1.143121e-01
[40,] -0.0955 0.04330854 -1.122394e-01
[41,] -0.0948 0.04323021 -1.115811e-01
[42,] -0.0923 0.04295419 -1.092328e-01
[43,] -0.0909 0.04280218 -1.079194e-01
[44,] -0.0902 0.04272687 -1.072632e-01
[45,] -0.0888 0.04257762 -1.059516e-01
[46,] -0.0871 0.04239885 -1.043606e-01
[47,] -0.0866 0.04234679 -1.038930e-01
[48,] -0.0807 0.04175008 -9.838516e-02
[49,] -0.0806 0.04174024 -9.829181e-02
[50,] -0.0707 0.04081298 -8.902534e-02
[51,] -0.0693 0.04068927 -8.771091e-02
[52,] -0.0680 0.04057604 -8.648948e-02
[53,] -0.0671 0.04049858 -8.564338e-02
[54,] -0.0648 0.04030408 -8.347923e-02
[55,] -0.0644 0.04027077 -8.310259e-02
[56,] -0.0637 0.04021283 -8.244326e-02
[57,] -0.0636 0.04020459 -8.234905e-02
[58,] -0.0606 0.03996178 -7.952039e-02
[59,] -0.0541 0.03946486 -7.337594e-02
[60,] -0.0537 0.03943558 -7.299712e-02
[61,] -0.0520 0.03931286 -7.138623e-02
[62,] -0.0518 0.03929860 -7.119662e-02
[63,] -0.0516 0.03928438 -7.100698e-02
[64,] -0.0514 0.03927020 -7.081733e-02
[65,] -0.0507 0.03922086 -7.015338e-02
[66,] -0.0468 0.03895448 -6.644968e-02
[67,] -0.0467 0.03894784 -6.635461e-02
[68,] -0.0465 0.03893458 -6.616446e-02
[69,] -0.0407 0.03856683 -6.064797e-02
[70,] -0.0378 0.03839495 -5.788930e-02
[71,] -0.0374 0.03837187 -5.750878e-02
[72,] -0.0365 0.03832050 -5.665257e-02
[73,] -0.0361 0.03829791 -5.627203e-02
[74,] -0.0358 0.03828107 -5.598662e-02
[75,] -0.0345 0.03820909 -5.474981e-02
[76,] -0.0339 0.03817642 -5.417895e-02
[77,] -0.0321 0.03808043 -5.246632e-02
[78,] -0.0306 0.03800281 -5.103918e-02
[79,] -0.0302 0.03798247 -5.065868e-02
[80,] -0.0293 0.03793726 -4.980267e-02
[81,] -0.0290 0.03792236 -4.951737e-02
[82,] -0.0262 0.03778744 -4.685542e-02
[83,] -0.0261 0.03778276 -4.676038e-02
[84,] -0.0254 0.03775026 -4.609514e-02
[85,] -0.0244 0.03770464 -4.514498e-02
[86,] -0.0243 0.03770013 -4.504998e-02
[87,] -0.0240 0.03768666 -4.476497e-02
[88,] -0.0206 0.03753995 -4.153617e-02
[89,] -0.0195 0.03749483 -4.049205e-02
[90,] -0.0193 0.03748675 -4.030224e-02
[91,] -0.0191 0.03747871 -4.011243e-02
[92,] -0.0190 0.03747470 -4.001753e-02
[93,] -0.0186 0.03745877 -3.963795e-02
[94,] -0.0153 0.03733313 -3.650761e-02
[95,] -0.0148 0.03731500 -3.603351e-02
[96,] -0.0142 0.03729355 -3.546464e-02
[97,] -0.0117 0.03720785 -3.309516e-02
[98,] -0.0109 0.03718167 -3.233719e-02
[99,] -0.0096 0.03714044 -3.110575e-02
[100,] -0.0088 0.03711586 -3.034811e-02
[101,] -0.0078 0.03708598 -2.940123e-02
[102,] -0.0075 0.03707720 -2.911721e-02
[103,] -0.0073 0.03707140 -2.892787e-02
[104,] -0.0064 0.03704575 -2.807595e-02
[105,] -0.0060 0.03703459 -2.769736e-02
[106,] -0.0052 0.03701274 -2.694029e-02
[107,] -0.0048 0.03700204 -2.656181e-02
[108,] -0.0039 0.03697851 -2.571032e-02
[109,] -0.0024 0.03694101 -2.429155e-02
[110,] -0.0014 0.03691719 -2.334594e-02
[111,] -0.0006 0.03689882 -2.258960e-02
[112,] -0.0001 0.03688764 -2.211695e-02
[113,] 0.0021 0.03684127 -2.003789e-02
[114,] 0.0044 0.03679768 -1.786534e-02
[115,] 0.0056 0.03677693 -1.673226e-02
[116,] 0.0064 0.03676384 -1.597703e-02
[117,] 0.0072 0.03675136 -1.522192e-02
[118,] 0.0080 0.03673949 -1.446695e-02
[119,] 0.0084 0.03673378 -1.408950e-02
[120,] 0.0085 0.03673237 -1.399515e-02
[121,] 0.0099 0.03671370 -1.267438e-02
[122,] 0.0107 0.03670387 -1.191983e-02
[123,] 0.0137 0.03667235 -9.091401e-03
[124,] 0.0159 0.03665463 -7.018352e-03
[125,] 0.0160 0.03665393 -6.924146e-03
[126,] 0.0164 0.03665124 -6.547339e-03
[127,] 0.0170 0.03664748 -5.982187e-03
[128,] 0.0183 0.03664050 -4.757938e-03
[129,] 0.0189 0.03663781 -4.193013e-03
[130,] 0.0190 0.03663740 -4.098866e-03
[131,] 0.0196 0.03663511 -3.534024e-03
[132,] 0.0197 0.03663476 -3.439890e-03
[133,] 0.0207 0.03663179 -2.498665e-03
[134,] 0.0211 0.03663087 -2.122231e-03
[135,] 0.0215 0.03663009 -1.745828e-03
[136,] 0.0224 0.03662890 -8.990376e-04
[137,] 0.0225 0.03662882 -8.049597e-04
[138,] 0.0230 0.03662853 -3.345999e-04
[139,] 0.0233 0.03662847 -5.240775e-05
[140,] 0.0240 0.03662867 6.059711e-04
[141,] 0.0248 0.03662945 1.358285e-03
[142,] 0.0250 0.03662974 1.546344e-03
[143,] 0.0267 0.03663373 3.144523e-03
[144,] 0.0286 0.03664140 4.930041e-03
[145,] 0.0293 0.03664508 5.587587e-03
[146,] 0.0308 0.03665452 6.995850e-03
[147,] 0.0312 0.03665739 7.371210e-03
[148,] 0.0316 0.03666042 7.746594e-03
[149,] 0.0326 0.03666863 8.687444e-03
[150,] 0.0332 0.03667402 9.253708e-03
[151,] 0.0339 0.03668073 9.916011e-03
[152,] 0.0350 0.03669221 1.096039e-02
[153,] 0.0382 0.03673217 1.402473e-02
[154,] 0.0396 0.03675276 1.538352e-02
[155,] 0.0398 0.03675585 1.557875e-02
[156,] 0.0413 0.03678032 1.705178e-02
[157,] 0.0415 0.03678375 1.724936e-02
[158,] 0.0421 0.03679428 1.784378e-02
[159,] 0.0441 0.03683196 1.984323e-02
[160,] 0.0443 0.03683595 2.004471e-02
[161,] 0.0455 0.03686073 2.125937e-02
[162,] 0.0467 0.03688698 2.248404e-02
[163,] 0.0468 0.03688923 2.258654e-02
[164,] 0.0470 0.03689377 2.279177e-02
[165,] 0.0476 0.03690763 2.340929e-02
[166,] 0.0491 0.03694391 2.496782e-02
[167,] 0.0507 0.03698520 2.665363e-02
[168,] 0.0512 0.03699866 2.718539e-02
[169,] 0.0525 0.03703491 2.857901e-02
[170,] 0.0531 0.03705225 2.922759e-02
[171,] 0.0544 0.03709117 3.064449e-02
[172,] 0.0546 0.03709732 3.086389e-02
[173,] 0.0564 0.03715466 3.285545e-02
[174,] 0.0579 0.03720520 3.453709e-02
[175,] 0.0623 0.03736820 3.957740e-02
[176,] 0.0628 0.03738813 4.016031e-02
[177,] 0.0631 0.03740023 4.051104e-02
[178,] 0.0648 0.03747080 4.251263e-02
[179,] 0.0669 0.03756270 4.501821e-02
[180,] 0.0672 0.03757626 4.537913e-02
[181,] 0.0680 0.03761295 4.634523e-02
[182,] 0.0693 0.03767422 4.792644e-02
[183,] 0.0694 0.03767902 4.804865e-02
[184,] 0.0702 0.03771785 4.902933e-02
[185,] 0.0747 0.03795105 5.464435e-02
[186,] 0.0750 0.03796751 5.502464e-02
[187,] 0.0770 0.03808010 5.757900e-02
[188,] 0.0783 0.03815605 5.925709e-02
[189,] 0.0790 0.03819784 6.016647e-02
[190,] 0.0807 0.03830201 6.239186e-02
[191,] 0.0814 0.03834601 6.331516e-02
[192,] 0.0827 0.03842944 6.504061e-02
[193,] 0.0829 0.03844248 6.530730e-02
[194,] 0.0835 0.03848190 6.610938e-02
[195,] 0.0850 0.03858258 6.812761e-02
[196,] 0.0871 0.03872864 7.098419e-02
[197,] 0.0879 0.03878586 7.208169e-02
[198,] 0.0880 0.03879308 7.221923e-02
[199,] 0.0913 0.03903894 7.680276e-02
[200,] 0.0935 0.03921131 7.990653e-02
[201,] 0.0962 0.03943226 8.376825e-02
[202,] 0.1000 0.03976106 8.930141e-02
[203,] 0.1011 0.03986018 9.092453e-02
[204,] 0.1013 0.03987840 9.122067e-02
[205,] 0.1025 0.03998893 9.300422e-02
[206,] 0.1058 0.04030401 9.796798e-02
[207,] 0.1065 0.04037296 9.903202e-02
[208,] 0.1086 0.04058430 1.022475e-01
[209,] 0.1109 0.04082355 1.058094e-01
[210,] 0.1110 0.04083414 1.059653e-01
[211,] 0.1121 0.04095165 1.076845e-01
[212,] 0.1123 0.04097322 1.079982e-01
[213,] 0.1130 0.04104920 1.090984e-01
[214,] 0.1131 0.04106012 1.092558e-01
[215,] 0.1146 0.04122578 1.116277e-01
[216,] 0.1150 0.04127056 1.122632e-01
[217,] 0.1242 0.04237172 1.272310e-01
[218,] 0.1246 0.04242274 1.278971e-01
[219,] 0.1288 0.04297471 1.349672e-01
[220,] 0.1304 0.04319284 1.376974e-01
[221,] 0.1330 0.04355666 1.421774e-01
[222,] 0.1331 0.04357089 1.423508e-01
[223,] 0.1351 0.04385907 1.458351e-01
[224,] 0.1361 0.04400578 1.475892e-01
[225,] 0.1377 0.04424418 1.504122e-01
[226,] 0.1407 0.04470342 1.557603e-01
[227,] 0.1441 0.04524343 1.619078e-01
[228,] 0.1443 0.04527585 1.622723e-01
[229,] 0.1454 0.04545545 1.642826e-01
[230,] 0.1508 0.04636950 1.742910e-01
[231,] 0.1644 0.04891657 2.005239e-01
[232,] 0.1793 0.05212887 2.309515e-01
[233,] 0.1814 0.05261852 2.353818e-01
[234,] 0.1838 0.05318955 2.404879e-01
[235,] 0.1927 0.05541547 2.598226e-01
[236,] 0.1978 0.05676945 2.711857e-01
[237,] 0.2012 0.05770453 2.788759e-01
[238,] 0.2026 0.05809719 2.820658e-01
[239,] 0.2056 0.05895366 2.889232e-01
[240,] 0.2087 0.05986035 2.960405e-01
[241,] 0.2099 0.06021725 2.988041e-01
[242,] 0.2385 0.06971864 3.660793e-01
[243,] 0.2400 0.07027046 3.696824e-01
[244,] 0.2620 0.07899190 4.234717e-01
, , n=100
newdata fun 1der
[1,] -0.3064 0.15494480 -5.615153e-01
[2,] -0.2579 0.12846927 -5.324308e-01
[3,] -0.2523 0.12549570 -5.295213e-01
[4,] -0.2394 0.11871255 -5.219214e-01
[5,] -0.2304 0.11404199 -5.158780e-01
[6,] -0.2187 0.10805663 -5.070593e-01
[7,] -0.2181 0.10775254 -5.065731e-01
[8,] -0.2102 0.10377676 -4.998536e-01
[9,] -0.2015 0.09946268 -4.917698e-01
[10,] -0.1881 0.09296389 -4.779166e-01
[11,] -0.1846 0.09129797 -4.740182e-01
[12,] -0.1842 0.09110845 -4.735652e-01
[13,] -0.1831 0.09058822 -4.723119e-01
[14,] -0.1807 0.08945799 -4.695375e-01
[15,] -0.1782 0.08828781 -4.665896e-01
[16,] -0.1754 0.08698604 -4.632454e-01
[17,] -0.1697 0.08436511 -4.563622e-01
[18,] -0.1683 0.08372740 -4.546561e-01
[19,] -0.1663 0.08282053 -4.522083e-01
[20,] -0.1512 0.07613387 -4.333240e-01
[21,] -0.1505 0.07583085 -4.324313e-01
[22,] -0.1419 0.07215947 -4.213394e-01
[23,] -0.1353 0.06940717 -4.126705e-01
[24,] -0.1337 0.06874859 -4.105485e-01
[25,] -0.1285 0.06663178 -4.035983e-01
[26,] -0.1247 0.06510781 -3.984845e-01
[27,] -0.1209 0.06360332 -3.933472e-01
[28,] -0.1167 0.06196321 -3.876573e-01
[29,] -0.1154 0.06146040 -3.858961e-01
[30,] -0.1141 0.06095988 -3.841348e-01
[31,] -0.1138 0.06084470 -3.837284e-01
[32,] -0.1124 0.06030881 -3.818316e-01
[33,] -0.1123 0.06027064 -3.816961e-01
[34,] -0.1121 0.06019432 -3.814251e-01
[35,] -0.1053 0.05763196 -3.722116e-01
[36,] -0.1039 0.05711219 -3.703146e-01
[37,] -0.0988 0.05524121 -3.634036e-01
[38,] -0.0984 0.05509595 -3.628616e-01
[39,] -0.0977 0.05484228 -3.619130e-01
[40,] -0.0955 0.05404935 -3.589316e-01
[41,] -0.0948 0.05379843 -3.579829e-01
[42,] -0.0923 0.05290771 -3.545948e-01
[43,] -0.0909 0.05241261 -3.526975e-01
[44,] -0.0902 0.05216605 -3.517487e-01
[45,] -0.0888 0.05167493 -3.498513e-01
[46,] -0.0871 0.05108214 -3.475472e-01
[47,] -0.0866 0.05090854 -3.468695e-01
[48,] -0.0807 0.04888560 -3.388725e-01
[49,] -0.0806 0.04885172 -3.387369e-01
[50,] -0.0707 0.04556465 -3.253165e-01
[51,] -0.0693 0.04511054 -3.234185e-01
[52,] -0.0680 0.04469124 -3.216561e-01
[53,] -0.0671 0.04440230 -3.204359e-01
[54,] -0.0648 0.04366888 -3.173176e-01
[55,] -0.0644 0.04354206 -3.167753e-01
[56,] -0.0637 0.04332065 -3.158249e-01
[57,] -0.0636 0.04328908 -3.156890e-01
[58,] -0.0606 0.04234815 -3.115892e-01
[59,] -0.0541 0.04035204 -3.025646e-01
[60,] -0.0537 0.04023113 -3.020029e-01
[61,] -0.0520 0.03971976 -2.996075e-01
[62,] -0.0518 0.03965987 -2.993248e-01
[63,] -0.0516 0.03960003 -2.990419e-01
[64,] -0.0514 0.03954025 -2.987588e-01
[65,] -0.0507 0.03933147 -2.977667e-01
[66,] -0.0468 0.03818101 -2.921979e-01
[67,] -0.0467 0.03815180 -2.920541e-01
[68,] -0.0465 0.03809342 -2.917666e-01
[69,] -0.0407 0.03642547 -2.833724e-01
[70,] -0.0378 0.03560982 -2.791390e-01
[71,] -0.0374 0.03549828 -2.785531e-01
[72,] -0.0365 0.03524818 -2.772334e-01
[73,] -0.0361 0.03513740 -2.766461e-01
[74,] -0.0358 0.03505447 -2.762053e-01
[75,] -0.0345 0.03469665 -2.742922e-01
[76,] -0.0339 0.03453234 -2.734077e-01
[77,] -0.0321 0.03404260 -2.707477e-01
[78,] -0.0306 0.03363815 -2.685240e-01
[79,] -0.0302 0.03353085 -2.679299e-01
[80,] -0.0293 0.03329032 -2.665915e-01
[81,] -0.0290 0.03321041 -2.661449e-01
[82,] -0.0262 0.03247105 -2.619638e-01
[83,] -0.0261 0.03244486 -2.618141e-01
[84,] -0.0254 0.03226196 -2.607651e-01
[85,] -0.0244 0.03200195 -2.592641e-01
[86,] -0.0243 0.03197603 -2.591138e-01
[87,] -0.0240 0.03189836 -2.586628e-01
[88,] -0.0206 0.03102762 -2.535340e-01
[89,] -0.0195 0.03074964 -2.518667e-01
[90,] -0.0193 0.03069930 -2.515630e-01
[91,] -0.0191 0.03064902 -2.512590e-01
[92,] -0.0190 0.03062390 -2.511069e-01
[93,] -0.0186 0.03052358 -2.504982e-01
[94,] -0.0153 0.02970526 -2.454468e-01
[95,] -0.0148 0.02958273 -2.446768e-01
[96,] -0.0142 0.02943620 -2.437512e-01
[97,] -0.0117 0.02883166 -2.398759e-01
[98,] -0.0109 0.02864025 -2.386294e-01
[99,] -0.0096 0.02833136 -2.365972e-01
[100,] -0.0088 0.02814258 -2.353426e-01
[101,] -0.0078 0.02790802 -2.337699e-01
[102,] -0.0075 0.02783796 -2.332972e-01
[103,] -0.0073 0.02779134 -2.329818e-01
[104,] -0.0064 0.02758229 -2.315600e-01
[105,] -0.0060 0.02748979 -2.309269e-01
[106,] -0.0052 0.02730556 -2.296583e-01
[107,] -0.0048 0.02721382 -2.290228e-01
[108,] -0.0039 0.02700835 -2.275902e-01
[109,] -0.0024 0.02666876 -2.251938e-01
[110,] -0.0014 0.02644437 -2.235901e-01
[111,] -0.0006 0.02626601 -2.223037e-01
[112,] -0.0001 0.02615506 -2.214981e-01
[113,] 0.0021 0.02567167 -2.179391e-01
[114,] 0.0044 0.02517472 -2.141932e-01
[115,] 0.0056 0.02491886 -2.122286e-01
[116,] 0.0064 0.02474960 -2.109151e-01
[117,] 0.0072 0.02458140 -2.095984e-01
[118,] 0.0080 0.02441425 -2.082786e-01
[119,] 0.0084 0.02433107 -2.076176e-01
[120,] 0.0085 0.02431031 -2.074522e-01
[121,] 0.0099 0.02402150 -2.051317e-01
[122,] 0.0107 0.02385793 -2.038015e-01
[123,] 0.0137 0.02325404 -1.987854e-01
[124,] 0.0159 0.02282078 -1.950793e-01
[125,] 0.0160 0.02280128 -1.949103e-01
[126,] 0.0164 0.02272346 -1.942337e-01
[127,] 0.0170 0.02260722 -1.932174e-01
[128,] 0.0183 0.02235747 -1.910095e-01
[129,] 0.0189 0.02224317 -1.899876e-01
[130,] 0.0190 0.02222418 -1.898172e-01
[131,] 0.0196 0.02211060 -1.887933e-01
[132,] 0.0197 0.02209173 -1.886225e-01
[133,] 0.0207 0.02190396 -1.869117e-01
[134,] 0.0211 0.02182933 -1.862261e-01
[135,] 0.0215 0.02175498 -1.855396e-01
[136,] 0.0224 0.02158869 -1.839923e-01
[137,] 0.0225 0.02157030 -1.838201e-01
[138,] 0.0230 0.02147861 -1.829585e-01
[139,] 0.0233 0.02142380 -1.824410e-01
[140,] 0.0240 0.02129651 -1.812318e-01
[141,] 0.0248 0.02115208 -1.798472e-01
[142,] 0.0250 0.02111614 -1.795007e-01
[143,] 0.0267 0.02081350 -1.765481e-01
[144,] 0.0286 0.02048120 -1.732338e-01
[145,] 0.0293 0.02036037 -1.720090e-01
[146,] 0.0308 0.02010433 -1.693773e-01
[147,] 0.0312 0.02003672 -1.686739e-01
[148,] 0.0316 0.01996939 -1.679699e-01
[149,] 0.0326 0.01980230 -1.662068e-01
[150,] 0.0332 0.01970289 -1.651470e-01
[151,] 0.0339 0.01958773 -1.639086e-01
[152,] 0.0350 0.01940850 -1.619584e-01
[153,] 0.0382 0.01889934 -1.562561e-01
[154,] 0.0396 0.01868234 -1.537479e-01
[155,] 0.0398 0.01865163 -1.533889e-01
[156,] 0.0413 0.01842357 -1.506898e-01
[157,] 0.0415 0.01839346 -1.503290e-01
[158,] 0.0421 0.01830359 -1.492452e-01
[159,] 0.0441 0.01800872 -1.456183e-01
[160,] 0.0443 0.01797964 -1.452544e-01
[161,] 0.0455 0.01780664 -1.430663e-01
[162,] 0.0467 0.01763628 -1.408703e-01
[163,] 0.0468 0.01762220 -1.406870e-01
[164,] 0.0470 0.01759410 -1.403201e-01
[165,] 0.0476 0.01751024 -1.392181e-01
[166,] 0.0491 0.01730348 -1.364545e-01
[167,] 0.0507 0.01708752 -1.334929e-01
[168,] 0.0512 0.01702101 -1.325645e-01
[169,] 0.0525 0.01685025 -1.301443e-01
[170,] 0.0531 0.01677250 -1.290241e-01
[171,] 0.0544 0.01660635 -1.265902e-01
[172,] 0.0546 0.01658107 -1.262150e-01
[173,] 0.0564 0.01635693 -1.228276e-01
[174,] 0.0579 0.01617481 -1.199911e-01
[175,] 0.0623 0.01566527 -1.115992e-01
[176,] 0.0628 0.01560971 -1.106388e-01
[177,] 0.0631 0.01557661 -1.100620e-01
[178,] 0.0648 0.01539229 -1.067835e-01
[179,] 0.0669 0.01517231 -1.027117e-01
[180,] 0.0672 0.01514159 -1.021280e-01
[181,] 0.0680 0.01506051 -1.005691e-01
[182,] 0.0693 0.01493142 -9.802834e-02
[183,] 0.0694 0.01492163 -9.783251e-02
[184,] 0.0702 0.01484399 -9.626389e-02
[185,] 0.0747 0.01443076 -8.737464e-02
[186,] 0.0750 0.01440464 -8.677805e-02
[187,] 0.0770 0.01423507 -8.278631e-02
[188,] 0.0783 0.01412914 -8.017689e-02
[189,] 0.0790 0.01407351 -7.876696e-02
[190,] 0.0807 0.01394252 -7.532869e-02
[191,] 0.0814 0.01389029 -7.390710e-02
[192,] 0.0827 0.01379593 -7.125800e-02
[193,] 0.0829 0.01378172 -7.084941e-02
[194,] 0.0835 0.01373958 -6.962196e-02
[195,] 0.0850 0.01363746 -6.654241e-02
[196,] 0.0871 0.01350227 -6.220174e-02
[197,] 0.0879 0.01345317 -6.053722e-02
[198,] 0.0880 0.01344713 -6.032873e-02
[199,] 0.0913 0.01325946 -5.339476e-02
[200,] 0.0935 0.01314713 -4.871427e-02
[201,] 0.0962 0.01302343 -4.290134e-02
[202,] 0.1000 0.01287617 -3.457499e-02
[203,] 0.1011 0.01283948 -3.213297e-02
[204,] 0.1013 0.01283310 -3.168743e-02
[205,] 0.1025 0.01279668 -2.900432e-02
[206,] 0.1058 0.01271325 -2.153825e-02
[207,] 0.1065 0.01269873 -1.993804e-02
[208,] 0.1086 0.01266193 -1.510275e-02
[209,] 0.1109 0.01263334 -9.747331e-03
[210,] 0.1110 0.01263238 -9.513073e-03
[211,] 0.1121 0.01262333 -6.928449e-03
[212,] 0.1123 0.01262199 -6.456986e-03
[213,] 0.1130 0.01261805 -4.803151e-03
[214,] 0.1131 0.01261758 -4.566417e-03
[215,] 0.1146 0.01261340 -1.001272e-03
[216,] 0.1150 0.01261320 -4.608814e-05
[217,] 0.1242 0.01271546 2.244358e-02
[218,] 0.1246 0.01272464 2.344402e-02
[219,] 0.1288 0.01284533 3.406248e-02
[220,] 0.1304 0.01290310 3.816230e-02
[221,] 0.1330 0.01301105 4.488511e-02
[222,] 0.1331 0.01301555 4.514491e-02
[223,] 0.1351 0.01311105 5.035904e-02
[224,] 0.1361 0.01316272 5.297903e-02
[225,] 0.1377 0.01325085 5.718833e-02
[226,] 0.1407 0.01343431 6.512668e-02
[227,] 0.1441 0.01367113 7.419391e-02
[228,] 0.1443 0.01368602 7.473006e-02
[229,] 0.1454 0.01376985 7.768670e-02
[230,] 0.1508 0.01422892 9.238650e-02
[231,] 0.1644 0.01574284 1.305017e-01
[232,] 0.1793 0.01800903 1.739559e-01
[233,] 0.1814 0.01838088 1.801895e-01
[234,] 0.1838 0.01882191 1.873390e-01
[235,] 0.1927 0.02060826 2.141984e-01
[236,] 0.1978 0.02174060 2.298949e-01
[237,] 0.2012 0.02254022 2.404836e-01
[238,] 0.2026 0.02287997 2.448726e-01
[239,] 0.2056 0.02362876 2.543344e-01
[240,] 0.2087 0.02443245 2.641931e-01
[241,] 0.2099 0.02475179 2.680319e-01
[242,] 0.2385 0.03374432 3.610498e-01
[243,] 0.2400 0.03428958 3.659585e-01
[244,] 0.2620 0.04313206 4.377705e-01
, , n=150
newdata fun 1der
[1,] -0.3064 0.0952170365 -0.666633681
[2,] -0.2579 0.0646563401 -0.593762155
[3,] -0.2523 0.0613549651 -0.585293562
[4,] -0.2394 0.0539312702 -0.565630936
[5,] -0.2304 0.0489029415 -0.551745204
[6,] -0.2187 0.0425544110 -0.533422591
[7,] -0.2181 0.0422346418 -0.532474707
[8,] -0.2102 0.0380775935 -0.519921052
[9,] -0.2015 0.0336148469 -0.505977596
[10,] -0.1881 0.0269798889 -0.484276830
[11,] -0.1846 0.0252948458 -0.478608284
[12,] -0.1842 0.0251035318 -0.477961716
[13,] -0.1831 0.0245787513 -0.476184992
[14,] -0.1807 0.0234405528 -0.472315319
[15,] -0.1782 0.0222647928 -0.468294350
[16,] -0.1754 0.0209598596 -0.463802904
[17,] -0.1697 0.0183421545 -0.454698913
[18,] -0.1683 0.0177071360 -0.452470743
[19,] -0.1663 0.0168053749 -0.449291026
[20,] -0.1512 0.0102016985 -0.425403096
[21,] -0.1505 0.0099043022 -0.424300803
[22,] -0.1419 0.0063134383 -0.410795181
[23,] -0.1353 0.0036362635 -0.400476608
[24,] -0.1337 0.0029974976 -0.397981179
[25,] -0.1285 0.0009490510 -0.389884725
[26,] -0.1247 -0.0005211801 -0.383904241
[27,] -0.1209 -0.0019684934 -0.377822791
[28,] -0.1167 -0.0035410457 -0.370994965
[29,] -0.1154 -0.0040219540 -0.368862597
[30,] -0.1141 -0.0045000849 -0.366721951
[31,] -0.1138 -0.0046100272 -0.366226781
[32,] -0.1124 -0.0051211242 -0.363910156
[33,] -0.1123 -0.0051575069 -0.363744315
[34,] -0.1121 -0.0052302226 -0.363412487
[35,] -0.1053 -0.0076628002 -0.352013756
[36,] -0.1039 -0.0081539581 -0.349638844
[37,] -0.0988 -0.0099149021 -0.340906191
[38,] -0.0984 -0.0100511265 -0.340215889
[39,] -0.0977 -0.0102888543 -0.339005975
[40,] -0.0955 -0.0110304718 -0.335187763
[41,] -0.0948 -0.0112646764 -0.333967906
[42,] -0.0923 -0.0120941323 -0.329591680
[43,] -0.0909 -0.0125538369 -0.327127622
[44,] -0.0902 -0.0127823939 -0.325891993
[45,] -0.0888 -0.0132369089 -0.323413535
[46,] -0.0871 -0.0137841448 -0.320391004
[47,] -0.0866 -0.0139441174 -0.319498867
[48,] -0.0807 -0.0157978850 -0.308867419
[49,] -0.0806 -0.0158287626 -0.308685713
[50,] -0.0707 -0.0187953072 -0.290582089
[51,] -0.0693 -0.0192003190 -0.288005520
[52,] -0.0680 -0.0195731690 -0.285609346
[53,] -0.0671 -0.0198294701 -0.283948400
[54,] -0.0648 -0.0204776630 -0.279694877
[55,] -0.0644 -0.0205893926 -0.278953116
[56,] -0.0637 -0.0207842050 -0.277653386
[57,] -0.0636 -0.0208119610 -0.277467538
[58,] -0.0606 -0.0216359803 -0.271872209
[59,] -0.0541 -0.0233634174 -0.259616750
[60,] -0.0537 -0.0234671121 -0.258856658
[61,] -0.0520 -0.0239044179 -0.255618618
[62,] -0.0518 -0.0239555034 -0.255236858
[63,] -0.0516 -0.0240065126 -0.254854927
[64,] -0.0514 -0.0240574454 -0.254472825
[65,] -0.0507 -0.0242351079 -0.253134117
[66,] -0.0468 -0.0252077332 -0.245637184
[67,] -0.0467 -0.0252322872 -0.245444099
[68,] -0.0465 -0.0252813374 -0.245057799
[69,] -0.0407 -0.0266700383 -0.233780575
[70,] -0.0378 -0.0273397564 -0.228087931
[71,] -0.0374 -0.0274308340 -0.227299912
[72,] -0.0365 -0.0276346051 -0.225524363
[73,] -0.0361 -0.0277246569 -0.224734116
[74,] -0.0358 -0.0277919881 -0.224140982
[75,] -0.0345 -0.0280816986 -0.221566277
[76,] -0.0339 -0.0282142813 -0.220375511
[77,] -0.0321 -0.0286077359 -0.216793960
[78,] -0.0306 -0.0289306816 -0.213798733
[79,] -0.0302 -0.0290160410 -0.212998378
[80,] -0.0293 -0.0292069283 -0.211195074
[81,] -0.0290 -0.0292701966 -0.210593202
[82,] -0.0262 -0.0298519749 -0.204957138
[83,] -0.0261 -0.0298724605 -0.204755229
[84,] -0.0254 -0.0300152942 -0.203340667
[85,] -0.0244 -0.0302176230 -0.201316222
[86,] -0.0243 -0.0302377445 -0.201113542
[87,] -0.0240 -0.0302979873 -0.200505245
[88,] -0.0206 -0.0309679535 -0.193584270
[89,] -0.0195 -0.0311796594 -0.191334531
[90,] -0.0193 -0.0312178853 -0.190924930
[91,] -0.0191 -0.0312560293 -0.190515159
[92,] -0.0190 -0.0312750706 -0.190310208
[93,] -0.0186 -0.0313510306 -0.189489980
[94,] -0.0153 -0.0319651633 -0.182711845
[95,] -0.0148 -0.0320562627 -0.181685715
[96,] -0.0142 -0.0321649048 -0.180454808
[97,] -0.0117 -0.0326096357 -0.175331287
[98,] -0.0109 -0.0327492455 -0.173693552
[99,] -0.0096 -0.0329733183 -0.171034084
[100,] -0.0088 -0.0331094913 -0.169398629
[101,] -0.0078 -0.0332778683 -0.167355531
[102,] -0.0075 -0.0333279830 -0.166742867
[103,] -0.0073 -0.0333612907 -0.166334492
[104,] -0.0064 -0.0335101650 -0.164497475
[105,] -0.0060 -0.0335758008 -0.163681376
[106,] -0.0052 -0.0337060932 -0.162049829
[107,] -0.0048 -0.0337707501 -0.161234382
[108,] -0.0039 -0.0339150356 -0.159400419
[109,] -0.0024 -0.0341518453 -0.156346257
[110,] -0.0014 -0.0343071742 -0.154311845
[111,] -0.0006 -0.0344299730 -0.152685293
[112,] -0.0001 -0.0345060616 -0.151669139
[113,] 0.0021 -0.0348348175 -0.147199071
[114,] 0.0044 -0.0351679905 -0.142514315
[115,] 0.0056 -0.0353375383 -0.140064651
[116,] 0.0064 -0.0354489360 -0.138429468
[117,] 0.0072 -0.0355590250 -0.136792625
[118,] 0.0080 -0.0356678038 -0.135154123
[119,] 0.0084 -0.0357217015 -0.134334249
[120,] 0.0085 -0.0357351247 -0.134129207
[121,] 0.0099 -0.0359208944 -0.131255001
[122,] 0.0107 -0.0360252404 -0.129609564
[123,] 0.0137 -0.0364047984 -0.123428931
[124,] 0.0159 -0.0366713566 -0.118896401
[125,] 0.0160 -0.0366832359 -0.118690340
[126,] 0.0164 -0.0367305472 -0.117866063
[127,] 0.0170 -0.0368008959 -0.116629551
[128,] 0.0183 -0.0369507727 -0.113950046
[129,] 0.0189 -0.0370187717 -0.112713168
[130,] 0.0190 -0.0370300327 -0.112507010
[131,] 0.0196 -0.0370971658 -0.111269996
[132,] 0.0197 -0.0371082825 -0.111063816
[133,] 0.0207 -0.0372183153 -0.109001838
[134,] 0.0211 -0.0372617511 -0.108176956
[135,] 0.0215 -0.0373048569 -0.107352023
[136,] 0.0224 -0.0374006384 -0.105495720
[137,] 0.0225 -0.0374111777 -0.105289445
[138,] 0.0230 -0.0374635645 -0.104258010
[139,] 0.0233 -0.0374947491 -0.103639103
[140,] 0.0240 -0.0375667910 -0.102194848
[141,] 0.0248 -0.0376478866 -0.100544037
[142,] 0.0250 -0.0376679541 -0.100131295
[143,] 0.0267 -0.0378351949 -0.096622358
[144,] 0.0286 -0.0380150506 -0.092699270
[145,] 0.0293 -0.0380794341 -0.091253566
[146,] 0.0308 -0.0382139907 -0.088154951
[147,] 0.0312 -0.0382490873 -0.087328390
[148,] 0.0316 -0.0382838533 -0.086501673
[149,] 0.0326 -0.0383693214 -0.084434204
[150,] 0.0332 -0.0384196096 -0.083193258
[151,] 0.0339 -0.0384773381 -0.081745046
[152,] 0.0350 -0.0385660055 -0.079468326
[153,] 0.0382 -0.0388096990 -0.072838477
[154,] 0.0396 -0.0389096406 -0.069934799
[155,] 0.0398 -0.0389235860 -0.069519833
[156,] 0.0413 -0.0390255309 -0.066406352
[157,] 0.0415 -0.0390387707 -0.065991057
[158,] 0.0421 -0.0390779915 -0.064744938
[159,] 0.0441 -0.0392033258 -0.060588691
[160,] 0.0443 -0.0392154019 -0.060172853
[161,] 0.0455 -0.0392861120 -0.057677013
[162,] 0.0467 -0.0393538262 -0.055179778
[163,] 0.0468 -0.0393593338 -0.054971612
[164,] 0.0470 -0.0393702865 -0.054555251
[165,] 0.0476 -0.0394026448 -0.053305936
[166,] 0.0491 -0.0394802607 -0.050181765
[167,] 0.0507 -0.0395578852 -0.046848768
[168,] 0.0512 -0.0395810491 -0.045807094
[169,] 0.0525 -0.0396388378 -0.043098490
[170,] 0.0531 -0.0396643218 -0.041848243
[171,] 0.0544 -0.0397169637 -0.039139110
[172,] 0.0546 -0.0397247498 -0.038722288
[173,] 0.0564 -0.0397910734 -0.034970506
[174,] 0.0579 -0.0398411840 -0.031843490
[175,] 0.0623 -0.0399611110 -0.022668126
[176,] 0.0628 -0.0399721844 -0.021625208
[177,] 0.0631 -0.0399785781 -0.020999432
[178,] 0.0648 -0.0400112627 -0.017453002
[179,] 0.0669 -0.0400433134 -0.013071262
[180,] 0.0672 -0.0400471408 -0.012445222
[181,] 0.0680 -0.0400564292 -0.010775688
[182,] 0.0693 -0.0400686740 -0.008062402
[183,] 0.0694 -0.0400694698 -0.007853673
[184,] 0.0702 -0.0400750848 -0.006183761
[185,] 0.0747 -0.0400817728 0.003212049
[186,] 0.0750 -0.0400807152 0.003838590
[187,] 0.0770 -0.0400688607 0.008016028
[188,] 0.0783 -0.0400566747 0.010731822
[189,] 0.0790 -0.0400486505 0.012194323
[190,] 0.0807 -0.0400249009 0.015746548
[191,] 0.0814 -0.0400133663 0.017209410
[192,] 0.0827 -0.0399892280 0.019926430
[193,] 0.0829 -0.0399852009 0.020344466
[194,] 0.0835 -0.0399726180 0.021598623
[195,] 0.0850 -0.0399378683 0.024734354
[196,] 0.0871 -0.0398813160 0.029125189
[197,] 0.0879 -0.0398573467 0.030798136
[198,] 0.0880 -0.0398542564 0.031007264
[199,] 0.0913 -0.0397405440 0.037909694
[200,] 0.0935 -0.0396520797 0.042512611
[201,] 0.0962 -0.0395296679 0.048163064
[202,] 0.1000 -0.0393315301 0.056126370
[203,] 0.1011 -0.0392685166 0.058444980
[204,] 0.1013 -0.0392567854 0.058867415
[205,] 0.1025 -0.0391846213 0.061407642
[206,] 0.1058 -0.0389704138 0.068418553
[207,] 0.1065 -0.0389219994 0.069908358
[208,] 0.1086 -0.0387704946 0.074383308
[209,] 0.1109 -0.0385937677 0.079293968
[210,] 0.1110 -0.0385858276 0.079507701
[211,] 0.1121 -0.0384970756 0.081860005
[212,] 0.1123 -0.0384806608 0.082287894
[213,] 0.1130 -0.0384225351 0.083785479
[214,] 0.1131 -0.0384141459 0.083999417
[215,] 0.1146 -0.0382857400 0.087208389
[216,] 0.1150 -0.0382506855 0.088064085
[217,] 0.1242 -0.0373499740 0.107741669
[218,] 0.1246 -0.0373067062 0.108597067
[219,] 0.1288 -0.0368317381 0.117577995
[220,] 0.1304 -0.0366408765 0.120998940
[221,] 0.1330 -0.0363190530 0.126557552
[222,] 0.1331 -0.0363063865 0.126771334
[223,] 0.1351 -0.0360485683 0.131046816
[224,] 0.1361 -0.0359164527 0.133184441
[225,] 0.1377 -0.0357006215 0.136604479
[226,] 0.1407 -0.0352811899 0.143016513
[227,] 0.1441 -0.0347825811 0.150282641
[228,] 0.1443 -0.0347524818 0.150710032
[229,] 0.1454 -0.0345854079 0.153060628
[230,] 0.1508 -0.0337277271 0.164598557
[231,] 0.1644 -0.0312913092 0.193751591
[232,] 0.1793 -0.0281637542 0.226115423
[233,] 0.1814 -0.0276841042 0.230694270
[234,] 0.1838 -0.0271241568 0.235928820
[235,] 0.1927 -0.0249379609 0.255355167
[236,] 0.1978 -0.0236072258 0.266504897
[237,] 0.2012 -0.0226884574 0.273948486
[238,] 0.2026 -0.0223027825 0.277015920
[239,] 0.2056 -0.0214618696 0.283593758
[240,] 0.2087 -0.0205721847 0.290397521
[241,] 0.2099 -0.0202221267 0.293032646
[242,] 0.2385 -0.0109349670 0.356745282
[243,] 0.2400 -0.0103973012 0.360143380
[244,] 0.2620 -0.0019217473 0.410501972
, , n=220
newdata fun 1der
[1,] -0.3064 0.14258275 -4.091421e-01
[2,] -0.2579 0.12440822 -3.402815e-01
[3,] -0.2523 0.12252462 -3.324710e-01
[4,] -0.2394 0.11834767 -3.153065e-01
[5,] -0.2304 0.11556204 -3.037467e-01
[6,] -0.2187 0.11209506 -2.889445e-01
[7,] -0.2181 0.11192192 -2.881914e-01
[8,] -0.2102 0.10968437 -2.782753e-01
[9,] -0.2015 0.10731088 -2.673568e-01
[10,] -0.1881 0.10384085 -2.505625e-01
[11,] -0.1846 0.10297155 -2.461808e-01
[12,] -0.1842 0.10287318 -2.456802e-01
[13,] -0.1831 0.10260369 -2.443036e-01
[14,] -0.1807 0.10202096 -2.413008e-01
[15,] -0.1782 0.10142162 -2.381739e-01
[16,] -0.1754 0.10075964 -2.346729e-01
[17,] -0.1697 0.09944230 -2.275522e-01
[18,] -0.1683 0.09912495 -2.258056e-01
[19,] -0.1663 0.09867583 -2.233123e-01
[20,] -0.1512 0.09544557 -2.045582e-01
[21,] -0.1505 0.09530268 -2.036939e-01
[22,] -0.1419 0.09359617 -1.932234e-01
[23,] -0.1353 0.09234664 -1.854753e-01
[24,] -0.1337 0.09205135 -1.836454e-01
[25,] -0.1285 0.09111163 -1.778086e-01
[26,] -0.1247 0.09044391 -1.736354e-01
[27,] -0.1209 0.08979191 -1.695358e-01
[28,] -0.1167 0.08908926 -1.650698e-01
[29,] -0.1154 0.08887556 -1.637013e-01
[30,] -0.1141 0.08866363 -1.623395e-01
[31,] -0.1138 0.08861498 -1.620262e-01
[32,] -0.1124 0.08838916 -1.605686e-01
[33,] -0.1123 0.08837311 -1.604648e-01
[34,] -0.1121 0.08834104 -1.602572e-01
[35,] -0.1053 0.08727506 -1.532945e-01
[36,] -0.1039 0.08706144 -1.518834e-01
[37,] -0.0988 0.08629982 -1.468044e-01
[38,] -0.0984 0.08624118 -1.464098e-01
[39,] -0.0977 0.08613894 -1.457207e-01
[40,] -0.0955 0.08582072 -1.435674e-01
[41,] -0.0948 0.08572046 -1.428876e-01
[42,] -0.0923 0.08536626 -1.404808e-01
[43,] -0.0909 0.08517052 -1.391477e-01
[44,] -0.0902 0.08507335 -1.384855e-01
[45,] -0.0888 0.08488039 -1.371712e-01
[46,] -0.0871 0.08464855 -1.355934e-01
[47,] -0.0866 0.08458086 -1.351331e-01
[48,] -0.0807 0.08379933 -1.298345e-01
[49,] -0.0806 0.08378635 -1.297463e-01
[50,] -0.0707 0.08254418 -1.213201e-01
[51,] -0.0693 0.08237513 -1.201886e-01
[52,] -0.0680 0.08221956 -1.191453e-01
[53,] -0.0671 0.08211266 -1.184254e-01
[54,] -0.0648 0.08184239 -1.165877e-01
[55,] -0.0644 0.08179582 -1.162681e-01
[56,] -0.0637 0.08171463 -1.157088e-01
[57,] -0.0636 0.08170306 -1.156290e-01
[58,] -0.0606 0.08135979 -1.132076e-01
[59,] -0.0541 0.08064168 -1.076817e-01
[60,] -0.0537 0.08059868 -1.073284e-01
[61,] -0.0520 0.08041751 -1.058059e-01
[62,] -0.0518 0.08039637 -1.056244e-01
[63,] -0.0516 0.08037526 -1.054424e-01
[64,] -0.0514 0.08035419 -1.052600e-01
[65,] -0.0507 0.08028073 -1.046173e-01
[66,] -0.0468 0.07987986 -1.009263e-01
[67,] -0.0467 0.07986978 -1.008294e-01
[68,] -0.0465 0.07984963 -1.006352e-01
[69,] -0.0407 0.07928265 -9.481155e-02
[70,] -0.0378 0.07901211 -9.175312e-02
[71,] -0.0374 0.07897549 -9.132357e-02
[72,] -0.0365 0.07889374 -9.035024e-02
[73,] -0.0361 0.07885768 -8.991462e-02
[74,] -0.0358 0.07883076 -8.958668e-02
[75,] -0.0345 0.07871523 -8.815345e-02
[76,] -0.0339 0.07866253 -8.748536e-02
[77,] -0.0321 0.07850688 -8.546360e-02
[78,] -0.0306 0.07837996 -8.376001e-02
[79,] -0.0302 0.07834654 -8.330283e-02
[80,] -0.0293 0.07827203 -8.226975e-02
[81,] -0.0290 0.07824741 -8.192403e-02
[82,] -0.0262 0.07802257 -7.866431e-02
[83,] -0.0261 0.07801471 -7.854679e-02
[84,] -0.0254 0.07796001 -7.772204e-02
[85,] -0.0244 0.07788288 -7.653737e-02
[86,] -0.0243 0.07787524 -7.641848e-02
[87,] -0.0240 0.07785236 -7.606137e-02
[88,] -0.0206 0.07760069 -7.196640e-02
[89,] -0.0195 0.07752227 -7.062278e-02
[90,] -0.0193 0.07750817 -7.037750e-02
[91,] -0.0191 0.07749412 -7.013191e-02
[92,] -0.0190 0.07748711 -7.000900e-02
[93,] -0.0186 0.07745920 -6.951662e-02
[94,] -0.0153 0.07723655 -6.540817e-02
[95,] -0.0148 0.07720401 -6.477859e-02
[96,] -0.0142 0.07716537 -6.402071e-02
[97,] -0.0117 0.07700929 -6.083474e-02
[98,] -0.0109 0.07696103 -5.980564e-02
[99,] -0.0096 0.07688438 -5.812346e-02
[100,] -0.0088 0.07683829 -5.708218e-02
[101,] -0.0078 0.07678187 -5.577404e-02
[102,] -0.0075 0.07676519 -5.538019e-02
[103,] -0.0073 0.07675414 -5.511725e-02
[104,] -0.0064 0.07670507 -5.393046e-02
[105,] -0.0060 0.07668360 -5.340111e-02
[106,] -0.0052 0.07664131 -5.233892e-02
[107,] -0.0048 0.07662048 -5.180609e-02
[108,] -0.0039 0.07657440 -5.060296e-02
[109,] -0.0024 0.07650000 -4.858469e-02
[110,] -0.0014 0.07645209 -4.723011e-02
[111,] -0.0006 0.07641475 -4.614122e-02
[112,] -0.0001 0.07639185 -4.545830e-02
[113,] 0.0021 0.07629516 -4.243191e-02
[114,] 0.0044 0.07620124 -3.923040e-02
[115,] 0.0056 0.07615517 -3.754480e-02
[116,] 0.0064 0.07612559 -3.641549e-02
[117,] 0.0072 0.07609691 -3.528382e-02
[118,] 0.0080 0.07606914 -3.415030e-02
[119,] 0.0084 0.07605559 -3.358286e-02
[120,] 0.0085 0.07605224 -3.344092e-02
[121,] 0.0099 0.07600681 -3.145083e-02
[122,] 0.0107 0.07598211 -3.031110e-02
[123,] 0.0137 0.07589760 -2.602071e-02
[124,] 0.0159 0.07584384 -2.285796e-02
[125,] 0.0160 0.07584156 -2.271387e-02
[126,] 0.0164 0.07583259 -2.213721e-02
[127,] 0.0170 0.07581956 -2.127136e-02
[128,] 0.0183 0.07579313 -1.939180e-02
[129,] 0.0189 0.07578176 -1.852267e-02
[130,] 0.0190 0.07577991 -1.837771e-02
[131,] 0.0196 0.07576915 -1.750737e-02
[132,] 0.0197 0.07576740 -1.736221e-02
[133,] 0.0207 0.07575077 -1.590906e-02
[134,] 0.0211 0.07574452 -1.532699e-02
[135,] 0.0215 0.07573851 -1.474446e-02
[136,] 0.0224 0.07572583 -1.343209e-02
[137,] 0.0225 0.07572449 -1.328612e-02
[138,] 0.0230 0.07571803 -1.255588e-02
[139,] 0.0233 0.07571433 -1.211738e-02
[140,] 0.0240 0.07570621 -1.109322e-02
[141,] 0.0248 0.07569780 -9.921102e-03
[142,] 0.0250 0.07569585 -9.628003e-03
[143,] 0.0267 0.07568159 -7.138484e-03
[144,] 0.0286 0.07567067 -4.359941e-03
[145,] 0.0293 0.07566798 -3.337295e-03
[146,] 0.0308 0.07566461 -1.148804e-03
[147,] 0.0312 0.07566427 -5.660168e-04
[148,] 0.0316 0.07566416 1.642893e-05
[149,] 0.0326 0.07566490 1.471049e-03
[150,] 0.0332 0.07566605 2.342797e-03
[151,] 0.0339 0.07566804 3.358866e-03
[152,] 0.0350 0.07567262 4.953431e-03
[153,] 0.0382 0.07569590 9.606393e-03
[154,] 0.0396 0.07571078 1.166290e-02
[155,] 0.0398 0.07571315 1.195776e-02
[156,] 0.0413 0.07573274 1.417780e-02
[157,] 0.0415 0.07573561 1.447495e-02
[158,] 0.0421 0.07574456 1.536801e-02
[159,] 0.0441 0.07577829 1.836234e-02
[160,] 0.0443 0.07578199 1.866325e-02
[161,] 0.0455 0.07580547 2.047437e-02
[162,] 0.0467 0.07583113 2.229517e-02
[163,] 0.0468 0.07583337 2.244734e-02
[164,] 0.0470 0.07583789 2.275188e-02
[165,] 0.0476 0.07585182 2.366712e-02
[166,] 0.0491 0.07588904 2.596581e-02
[167,] 0.0507 0.07593256 2.843441e-02
[168,] 0.0512 0.07594697 2.920937e-02
[169,] 0.0525 0.07598625 3.123215e-02
[170,] 0.0531 0.07600527 3.216957e-02
[171,] 0.0544 0.07604842 3.420895e-02
[172,] 0.0546 0.07605529 3.452371e-02
[173,] 0.0564 0.07611999 3.736864e-02
[174,] 0.0579 0.07617783 3.975606e-02
[175,] 0.0623 0.07636831 4.684577e-02
[176,] 0.0628 0.07639194 4.765839e-02
[177,] 0.0631 0.07640631 4.814640e-02
[178,] 0.0648 0.07649051 5.091809e-02
[179,] 0.0669 0.07660105 5.435464e-02
[180,] 0.0672 0.07661743 5.484618e-02
[181,] 0.0680 0.07666183 5.615759e-02
[182,] 0.0693 0.07673622 5.829058e-02
[183,] 0.0694 0.07674206 5.845476e-02
[184,] 0.0702 0.07678935 5.976868e-02
[185,] 0.0747 0.07707496 6.717658e-02
[186,] 0.0750 0.07709519 6.767147e-02
[187,] 0.0770 0.07723383 7.097402e-02
[188,] 0.0783 0.07732750 7.312375e-02
[189,] 0.0790 0.07737909 7.428230e-02
[190,] 0.0807 0.07750776 7.709884e-02
[191,] 0.0814 0.07756214 7.825979e-02
[192,] 0.0827 0.07766528 8.041748e-02
[193,] 0.0829 0.07768139 8.074941e-02
[194,] 0.0835 0.07773014 8.174493e-02
[195,] 0.0850 0.07785462 8.423189e-02
[196,] 0.0871 0.07803516 8.770922e-02
[197,] 0.0879 0.07810586 8.903256e-02
[198,] 0.0880 0.07811477 8.919793e-02
[199,] 0.0913 0.07841812 9.464844e-02
[200,] 0.0935 0.07863034 9.827506e-02
[201,] 0.0962 0.07890168 1.027182e-01
[202,] 0.1000 0.07930387 1.089571e-01
[203,] 0.1011 0.07942471 1.107599e-01
[204,] 0.1013 0.07944690 1.110876e-01
[205,] 0.1025 0.07958138 1.130524e-01
[206,] 0.1058 0.07996336 1.184471e-01
[207,] 0.1065 0.08004667 1.195898e-01
[208,] 0.1086 0.08030141 1.230145e-01
[209,] 0.1109 0.08058865 1.267592e-01
[210,] 0.1110 0.08060133 1.269218e-01
[211,] 0.1121 0.08074193 1.287101e-01
[212,] 0.1123 0.08076771 1.290351e-01
[213,] 0.1130 0.08085843 1.301721e-01
[214,] 0.1131 0.08087145 1.303345e-01
[215,] 0.1146 0.08106878 1.327661e-01
[216,] 0.1150 0.08112202 1.334133e-01
[217,] 0.1242 0.08241718 1.480886e-01
[218,] 0.1246 0.08247655 1.487207e-01
[219,] 0.1288 0.08311509 1.553426e-01
[220,] 0.1304 0.08336565 1.578577e-01
[221,] 0.1330 0.08378138 1.619359e-01
[222,] 0.1331 0.08379759 1.620926e-01
[223,] 0.1351 0.08412490 1.652218e-01
[224,] 0.1361 0.08429090 1.667844e-01
[225,] 0.1377 0.08455976 1.692869e-01
[226,] 0.1407 0.08507467 1.739901e-01
[227,] 0.1441 0.08567532 1.793379e-01
[228,] 0.1443 0.08571122 1.796531e-01
[229,] 0.1454 0.08590980 1.813875e-01
[230,] 0.1508 0.08691233 1.899303e-01
[231,] 0.1644 0.08964276 2.116522e-01
[232,] 0.1793 0.09297575 2.357853e-01
[233,] 0.1814 0.09347450 2.392123e-01
[234,] 0.1838 0.09405332 2.431363e-01
[235,] 0.1927 0.09628221 2.577563e-01
[236,] 0.1978 0.09761828 2.662033e-01
[237,] 0.2012 0.09853300 2.718709e-01
[238,] 0.2026 0.09891526 2.742159e-01
[239,] 0.2056 0.09974548 2.792748e-01
[240,] 0.2087 0.10061940 2.845507e-01
[241,] 0.2099 0.10096209 2.866062e-01
[242,] 0.2385 0.10986391 3.359860e-01
[243,] 0.2400 0.11036983 3.385757e-01
[244,] 0.2620 0.11823232 3.761228e-01
, , n=340
newdata fun 1der
[1,] -0.3064 0.0798966035 -6.458791e-01
[2,] -0.2579 0.0504846930 -5.675349e-01
[3,] -0.2523 0.0473314855 -5.586056e-01
[4,] -0.2394 0.0402586915 -5.379284e-01
[5,] -0.2304 0.0354826386 -5.233959e-01
[6,] -0.2187 0.0294709757 -5.040810e-01
[7,] -0.2181 0.0291688327 -5.030619e-01
[8,] -0.2102 0.0252483852 -4.893807e-01
[9,] -0.2015 0.0210579786 -4.738633e-01
[10,] -0.1881 0.0148702789 -4.496977e-01
[11,] -0.1846 0.0133073689 -4.433891e-01
[12,] -0.1842 0.0131301578 -4.426663e-01
[13,] -0.1831 0.0126443188 -4.406769e-01
[14,] -0.1807 0.0115919116 -4.363269e-01
[15,] -0.1782 0.0105067726 -4.317821e-01
[16,] -0.1754 0.0093049279 -4.266756e-01
[17,] -0.1697 0.0069026846 -4.161938e-01
[18,] -0.1683 0.0063218292 -4.135983e-01
[19,] -0.1663 0.0054983520 -4.098761e-01
[20,] -0.1512 -0.0004753921 -3.810939e-01
[21,] -0.1505 -0.0007416748 -3.797132e-01
[22,] -0.1419 -0.0039331358 -3.623858e-01
[23,] -0.1353 -0.0062797082 -3.486164e-01
[24,] -0.1337 -0.0068347739 -3.452120e-01
[25,] -0.1285 -0.0086008588 -3.340241e-01
[26,] -0.1247 -0.0098544504 -3.257468e-01
[27,] -0.1209 -0.0110764272 -3.173847e-01
[28,] -0.1167 -0.0123898545 -3.080335e-01
[29,] -0.1154 -0.0127883981 -3.051080e-01
[30,] -0.1141 -0.0131831285 -3.021671e-01
[31,] -0.1138 -0.0132736765 -3.014862e-01
[32,] -0.1124 -0.0136935273 -2.982969e-01
[33,] -0.1123 -0.0137233455 -2.980683e-01
[34,] -0.1121 -0.0137829134 -2.976107e-01
[35,] -0.1053 -0.0157531497 -2.817889e-01
[36,] -0.1039 -0.0161453356 -2.784735e-01
[37,] -0.0988 -0.0175343433 -2.661625e-01
[38,] -0.0984 -0.0176406116 -2.651781e-01
[39,] -0.0977 -0.0178256312 -2.634475e-01
[40,] -0.0955 -0.0183991733 -2.579365e-01
[41,] -0.0948 -0.0185791078 -2.561603e-01
[42,] -0.0923 -0.0192114973 -2.497280e-01
[43,] -0.0909 -0.0195585575 -2.460651e-01
[44,] -0.0902 -0.0197301570 -2.442173e-01
[45,] -0.0888 -0.0200694565 -2.404890e-01
[46,] -0.0871 -0.0204743988 -2.359030e-01
[47,] -0.0866 -0.0205920103 -2.345424e-01
[48,] -0.0807 -0.0219277810 -2.181648e-01
[49,] -0.0806 -0.0219495834 -2.178823e-01
[50,] -0.0707 -0.0239656482 -1.891434e-01
[51,] -0.0693 -0.0242275244 -1.849615e-01
[52,] -0.0680 -0.0244654386 -1.810569e-01
[53,] -0.0671 -0.0246271688 -1.783419e-01
[54,] -0.0648 -0.0250293377 -1.713602e-01
[55,] -0.0644 -0.0250976378 -1.701400e-01
[56,] -0.0637 -0.0252159872 -1.680004e-01
[57,] -0.0636 -0.0252327720 -1.676943e-01
[58,] -0.0606 -0.0257220291 -1.584608e-01
[59,] -0.0541 -0.0266861429 -1.381089e-01
[60,] -0.0537 -0.0267411331 -1.368419e-01
[61,] -0.0520 -0.0269691782 -1.314426e-01
[62,] -0.0518 -0.0269954030 -1.308058e-01
[63,] -0.0516 -0.0270215005 -1.301688e-01
[64,] -0.0514 -0.0270474705 -1.295314e-01
[65,] -0.0507 -0.0271373610 -1.272980e-01
[66,] -0.0468 -0.0276094562 -1.147811e-01
[67,] -0.0467 -0.0276209182 -1.144587e-01
[68,] -0.0465 -0.0276437454 -1.138136e-01
[69,] -0.0407 -0.0282495079 -9.505936e-02
[70,] -0.0378 -0.0285115610 -8.566536e-02
[71,] -0.0374 -0.0285455678 -8.436890e-02
[72,] -0.0365 -0.0286201870 -8.145123e-02
[73,] -0.0361 -0.0286525081 -8.015420e-02
[74,] -0.0358 -0.0286764084 -7.918131e-02
[75,] -0.0345 -0.0287766033 -7.496431e-02
[76,] -0.0339 -0.0288209978 -7.301738e-02
[77,] -0.0321 -0.0289471707 -6.717417e-02
[78,] -0.0306 -0.0290442782 -6.230210e-02
[79,] -0.0302 -0.0290689391 -6.100246e-02
[80,] -0.0293 -0.0291225252 -5.807762e-02
[81,] -0.0290 -0.0291398023 -5.710248e-02
[82,] -0.0262 -0.0292869269 -4.797927e-02
[83,] -0.0261 -0.0292917085 -4.765263e-02
[84,] -0.0254 -0.0293242647 -4.536462e-02
[85,] -0.0244 -0.0293679931 -4.209128e-02
[86,] -0.0243 -0.0293721858 -4.176364e-02
[87,] -0.0240 -0.0293845675 -4.078039e-02
[88,] -0.0206 -0.0295042354 -2.960180e-02
[89,] -0.0195 -0.0295348013 -2.597141e-02
[90,] -0.0193 -0.0295399295 -2.531061e-02
[91,] -0.0191 -0.0295449256 -2.464960e-02
[92,] -0.0190 -0.0295473740 -2.431900e-02
[93,] -0.0186 -0.0295568370 -2.299607e-02
[94,] -0.0153 -0.0296146763 -1.204789e-02
[95,] -0.0148 -0.0296202842 -1.038378e-02
[96,] -0.0142 -0.0296259150 -8.385013e-03
[97,] -0.0117 -0.0296364475 -3.521398e-05
[98,] -0.0109 -0.0296354042 2.644077e-03
[99,] -0.0096 -0.0296291330 7.005531e-03
[100,] -0.0088 -0.0296224533 9.694183e-03
[101,] -0.0078 -0.0296110767 1.306001e-02
[102,] -0.0075 -0.0296070071 1.407085e-02
[103,] -0.0073 -0.0296041255 1.474502e-02
[104,] -0.0064 -0.0295894889 1.778154e-02
[105,] -0.0060 -0.0295821061 1.913255e-02
[106,] -0.0052 -0.0295657185 2.183711e-02
[107,] -0.0048 -0.0295567130 2.319057e-02
[108,] -0.0039 -0.0295344706 2.623706e-02
[109,] -0.0024 -0.0294913055 3.131591e-02
[110,] -0.0014 -0.0294582983 3.469799e-02
[111,] -0.0006 -0.0294294585 3.740092e-02
[112,] -0.0001 -0.0294103360 3.908902e-02
[113,] 0.0021 -0.0293161783 4.650694e-02
[114,] 0.0044 -0.0292002999 5.425630e-02
[115,] 0.0056 -0.0291327672 5.829808e-02
[116,] 0.0064 -0.0290850511 6.099208e-02
[117,] 0.0072 -0.0290351800 6.368566e-02
[118,] 0.0080 -0.0289831542 6.637835e-02
[119,] 0.0084 -0.0289563338 6.772356e-02
[120,] 0.0085 -0.0289495447 6.805973e-02
[121,] 0.0099 -0.0288509693 7.276049e-02
[122,] 0.0107 -0.0287916881 7.544194e-02
[123,] 0.0137 -0.0285503128 8.546692e-02
[124,] 0.0159 -0.0283542298 9.278364e-02
[125,] 0.0160 -0.0283449349 9.311519e-02
[126,] 0.0164 -0.0283074237 9.444047e-02
[127,] 0.0170 -0.0282501637 9.642557e-02
[128,] 0.0183 -0.0281220206 1.007150e-01
[129,] 0.0189 -0.0280609991 1.026894e-01
[130,] 0.0190 -0.0280507137 1.030181e-01
[131,] 0.0196 -0.0279883115 1.049886e-01
[132,] 0.0197 -0.0279777963 1.053167e-01
[133,] 0.0207 -0.0278708410 1.085923e-01
[134,] 0.0211 -0.0278271425 1.098999e-01
[135,] 0.0215 -0.0277829213 1.112060e-01
[136,] 0.0224 -0.0276815150 1.141400e-01
[137,] 0.0225 -0.0276700848 1.144656e-01
[138,] 0.0230 -0.0276124452 1.160923e-01
[139,] 0.0233 -0.0275774712 1.170674e-01
[140,] 0.0240 -0.0274947281 1.193410e-01
[141,] 0.0248 -0.0273982168 1.219369e-01
[142,] 0.0250 -0.0273737646 1.225854e-01
[143,] 0.0267 -0.0271606877 1.280912e-01
[144,] 0.0286 -0.0269114801 1.342301e-01
[145,] 0.0293 -0.0268167286 1.364880e-01
[146,] 0.0308 -0.0266083719 1.413193e-01
[147,] 0.0312 -0.0265515868 1.426061e-01
[148,] 0.0316 -0.0264942871 1.438921e-01
[149,] 0.0326 -0.0263487886 1.471043e-01
[150,] 0.0332 -0.0262599483 1.490296e-01
[151,] 0.0339 -0.0261548420 1.512738e-01
[152,] 0.0350 -0.0259865030 1.547962e-01
[153,] 0.0382 -0.0254747948 1.650142e-01
[154,] 0.0396 -0.0252406543 1.694709e-01
[155,] 0.0398 -0.0252066965 1.701069e-01
[156,] 0.0413 -0.0249479619 1.748703e-01
[157,] 0.0415 -0.0249129244 1.755043e-01
[158,] 0.0421 -0.0248070517 1.774045e-01
[159,] 0.0441 -0.0244459232 1.837191e-01
[160,] 0.0443 -0.0244091164 1.843489e-01
[161,] 0.0455 -0.0241856330 1.881217e-01
[162,] 0.0467 -0.0239576285 1.918839e-01
[163,] 0.0468 -0.0239384245 1.921970e-01
[164,] 0.0470 -0.0238999225 1.928228e-01
[165,] 0.0476 -0.0237836659 1.946985e-01
[166,] 0.0491 -0.0234881097 1.993728e-01
[167,] 0.0507 -0.0231651406 2.043343e-01
[168,] 0.0512 -0.0230625870 2.058796e-01
[169,] 0.0525 -0.0227923377 2.098859e-01
[170,] 0.0531 -0.0226658529 2.117293e-01
[171,] 0.0544 -0.0223880148 2.157114e-01
[172,] 0.0546 -0.0223448114 2.163228e-01
[173,] 0.0564 -0.0219504853 2.218137e-01
[174,] 0.0579 -0.0216143432 2.263734e-01
[175,] 0.0623 -0.0205890230 2.396586e-01
[176,] 0.0628 -0.0204688183 2.411597e-01
[177,] 0.0631 -0.0203963354 2.420595e-01
[178,] 0.0648 -0.0199805073 2.471470e-01
[179,] 0.0669 -0.0194549163 2.534126e-01
[180,] 0.0672 -0.0193787586 2.543058e-01
[181,] 0.0680 -0.0191743621 2.566847e-01
[182,] 0.0693 -0.0188381637 2.605418e-01
[183,] 0.0694 -0.0188120947 2.608381e-01
[184,] 0.0702 -0.0186024769 2.632057e-01
[185,] 0.0747 -0.0173882089 2.764473e-01
[186,] 0.0750 -0.0173051430 2.773254e-01
[187,] 0.0770 -0.0167446484 2.831649e-01
[188,] 0.0783 -0.0163740746 2.869468e-01
[189,] 0.0790 -0.0161725004 2.889787e-01
[190,] 0.0807 -0.0156770506 2.939003e-01
[191,] 0.0814 -0.0154706128 2.959214e-01
[192,] 0.0827 -0.0150834795 2.996666e-01
[193,] 0.0829 -0.0150234886 3.002418e-01
[194,] 0.0835 -0.0148428262 3.019659e-01
[195,] 0.0850 -0.0143866513 3.062642e-01
[196,] 0.0871 -0.0137372052 3.122496e-01
[197,] 0.0879 -0.0134864970 3.145199e-01
[198,] 0.0880 -0.0134550309 3.148033e-01
[199,] 0.0913 -0.0124008021 3.241081e-01
[200,] 0.0935 -0.0116809872 3.302627e-01
[201,] 0.0962 -0.0107791380 3.377642e-01
[202,] 0.1000 -0.0094757234 3.482246e-01
[203,] 0.1011 -0.0090910217 3.512315e-01
[204,] 0.1013 -0.0090207208 3.517772e-01
[205,] 0.1025 -0.0085966266 3.550446e-01
[206,] 0.1058 -0.0074102259 3.639718e-01
[207,] 0.1065 -0.0071547865 3.658545e-01
[208,] 0.1086 -0.0063805800 3.714793e-01
[209,] 0.1109 -0.0055191309 3.776000e-01
[210,] 0.1110 -0.0054813576 3.778652e-01
[211,] 0.1121 -0.0050641036 3.807769e-01
[212,] 0.1123 -0.0049878953 3.813053e-01
[213,] 0.1130 -0.0047203350 3.831522e-01
[214,] 0.1131 -0.0046820066 3.834157e-01
[215,] 0.1146 -0.0041039232 3.873592e-01
[216,] 0.1150 -0.0039487698 3.884078e-01
[217,] 0.1242 -0.0002655630 4.121783e-01
[218,] 0.1246 -0.0001004881 4.131957e-01
[219,] 0.1288 0.0016571917 4.237575e-01
[220,] 0.1304 0.0023383804 4.277234e-01
[221,] 0.1330 0.0034587763 4.341071e-01
[222,] 0.1331 0.0035021992 4.343511e-01
[223,] 0.1351 0.0043757662 4.392085e-01
[224,] 0.1361 0.0048161816 4.416205e-01
[225,] 0.1377 0.0055258474 4.454570e-01
[226,] 0.1407 0.0068729192 4.525743e-01
[227,] 0.1441 0.0084252171 4.605209e-01
[228,] 0.1443 0.0085173677 4.609844e-01
[229,] 0.1454 0.0090258494 4.635256e-01
[230,] 0.1508 0.0115621937 4.758076e-01
[231,] 0.1644 0.0182358773 5.052318e-01
[232,] 0.1793 0.0259886197 5.350018e-01
[233,] 0.1814 0.0271163349 5.390065e-01
[234,] 0.1838 0.0284154113 5.435526e-01
[235,] 0.1927 0.0333270963 5.601118e-01
[236,] 0.1978 0.0362072809 5.693370e-01
[237,] 0.2012 0.0381533391 5.753942e-01
[238,] 0.2026 0.0389606270 5.778727e-01
[239,] 0.2056 0.0407021764 5.831532e-01
[240,] 0.2087 0.0425183523 5.885658e-01
[241,] 0.2099 0.0432258819 5.906489e-01
[242,] 0.2385 0.0607990381 6.370588e-01
[243,] 0.2400 0.0617562910 6.392750e-01
[244,] 0.2620 0.0761607554 6.695039e-01
, , n=510
newdata fun 1der
[1,] -0.3064 0.1029729827 -0.7247781594
[2,] -0.2579 0.0703216669 -0.6261694045
[3,] -0.2523 0.0668419105 -0.6166652641
[4,] -0.2394 0.0590222864 -0.5958797523
[5,] -0.2304 0.0537246113 -0.5814102100
[6,] -0.2187 0.0470326920 -0.5626187191
[7,] -0.2181 0.0466954314 -0.5616656788
[8,] -0.2102 0.0423071873 -0.5493561132
[9,] -0.2015 0.0375853253 -0.5363307674
[10,] -0.1881 0.0305255813 -0.5177064507
[11,] -0.1846 0.0287218674 -0.5130735057
[12,] -0.1842 0.0285167434 -0.5125464853
[13,] -0.1831 0.0279537920 -0.5111002297
[14,] -0.1807 0.0267309793 -0.5079676655
[15,] -0.1782 0.0254651463 -0.5047348045
[16,] -0.1754 0.0240569431 -0.5011264697
[17,] -0.1697 0.0212215218 -0.4938205504
[18,] -0.1683 0.0205314231 -0.4920353975
[19,] -0.1663 0.0195501147 -0.4894921936
[20,] -0.1512 0.0123038842 -0.4702702058
[21,] -0.1505 0.0119750113 -0.4693663856
[22,] -0.1419 0.0079866389 -0.4581786501
[23,] -0.1353 0.0049918677 -0.4493960488
[24,] -0.1337 0.0042745936 -0.4472239067
[25,] -0.1285 0.0019678334 -0.4399706452
[26,] -0.1247 0.0003063710 -0.4345333943
[27,] -0.1209 -0.0013342410 -0.4290338715
[28,] -0.1167 -0.0031231779 -0.4228858693
[29,] -0.1154 -0.0036716800 -0.4209608559
[30,] -0.1141 -0.0042176695 -0.4190204474
[31,] -0.1138 -0.0043433081 -0.4185704745
[32,] -0.1124 -0.0049277052 -0.4164560254
[33,] -0.1123 -0.0049693432 -0.4163038208
[34,] -0.1121 -0.0050525735 -0.4159989409
[35,] -0.1053 -0.0078450802 -0.4052617508
[36,] -0.1039 -0.0084107826 -0.4029616179
[37,] -0.0988 -0.0104438966 -0.3942642777
[38,] -0.0984 -0.0106014615 -0.3935595524
[39,] -0.0977 -0.0108765193 -0.3923183199
[40,] -0.0955 -0.0117352743 -0.3883513228
[41,] -0.0948 -0.0120066717 -0.3870681026
[42,] -0.0923 -0.0129685368 -0.3824024387
[43,] -0.0909 -0.0135020364 -0.3797332006
[44,] -0.0902 -0.0137673778 -0.3783833791
[45,] -0.0888 -0.0142952083 -0.3756533312
[46,] -0.0871 -0.0149309633 -0.3722837716
[47,] -0.0866 -0.0151168548 -0.3712813487
[48,] -0.0807 -0.0172717224 -0.3590622516
[49,] -0.0806 -0.0173076179 -0.3588489432
[50,] -0.0707 -0.0207522951 -0.3367075695
[51,] -0.0693 -0.0212204823 -0.3334128378
[52,] -0.0680 -0.0216519105 -0.3303170517
[53,] -0.0671 -0.0219482234 -0.3281532818
[54,] -0.0648 -0.0226965502 -0.3225473213
[55,] -0.0644 -0.0228253720 -0.3215611716
[56,] -0.0637 -0.0230498586 -0.3198274244
[57,] -0.0636 -0.0230818289 -0.3195789166
[58,] -0.0606 -0.0240292848 -0.3120272376
[59,] -0.0541 -0.0260026789 -0.2950248932
[60,] -0.0537 -0.0261204740 -0.2939499728
[61,] -0.0520 -0.0266157832 -0.2893445385
[62,] -0.0518 -0.0266735976 -0.2887987822
[63,] -0.0516 -0.0267313027 -0.2882521964
[64,] -0.0514 -0.0267888984 -0.2877047812
[65,] -0.0507 -0.0269896195 -0.2857822961
[66,] -0.0468 -0.0280829371 -0.2748637543
[67,] -0.0467 -0.0281104092 -0.2745790633
[68,] -0.0465 -0.0281652680 -0.2740089722
[69,] -0.0407 -0.0297056788 -0.2571222887
[70,] -0.0378 -0.0304386495 -0.2484652185
[71,] -0.0374 -0.0305377949 -0.2472613151
[72,] -0.0365 -0.0307591093 -0.2445473153
[73,] -0.0361 -0.0308566866 -0.2433387745
[74,] -0.0358 -0.0309295521 -0.2424314325
[75,] -0.0345 -0.0312421529 -0.2384903424
[76,] -0.0339 -0.0313847001 -0.2366662945
[77,] -0.0321 -0.0318057615 -0.2311748877
[78,] -0.0306 -0.0321490776 -0.2265766433
[79,] -0.0302 -0.0322394624 -0.2253470560
[80,] -0.0293 -0.0324410280 -0.2225752674
[81,] -0.0290 -0.0325076618 -0.2216497326
[82,] -0.0262 -0.0331158386 -0.2129730612
[83,] -0.0261 -0.0331371204 -0.2126620372
[84,] -0.0254 -0.0332852214 -0.2104832270
[85,] -0.0244 -0.0334941463 -0.2073656558
[86,] -0.0243 -0.0335148673 -0.2070535761
[87,] -0.0240 -0.0335768429 -0.2061169852
[88,] -0.0206 -0.0342595521 -0.1954653971
[89,] -0.0195 -0.0344726614 -0.1920047794
[90,] -0.0193 -0.0345109993 -0.1913748137
[91,] -0.0191 -0.0345492113 -0.1907446134
[92,] -0.0190 -0.0345682700 -0.1904294253
[93,] -0.0186 -0.0346439660 -0.1891680864
[94,] -0.0153 -0.0352509297 -0.1787255960
[95,] -0.0148 -0.0353398954 -0.1771370336
[96,] -0.0142 -0.0354456051 -0.1752281110
[97,] -0.0117 -0.0358737046 -0.1672431777
[98,] -0.0109 -0.0360064732 -0.1646774087
[99,] -0.0096 -0.0362178381 -0.1604970825
[100,] -0.0088 -0.0363452044 -0.1579178348
[101,] -0.0078 -0.0365013022 -0.1546870002
[102,] -0.0075 -0.0365475628 -0.1537166176
[103,] -0.0073 -0.0365782414 -0.1530694217
[104,] -0.0064 -0.0367146924 -0.1501543270
[105,] -0.0060 -0.0367744948 -0.1488573041
[106,] -0.0052 -0.0368925422 -0.1462606271
[107,] -0.0048 -0.0369507865 -0.1449609730
[108,] -0.0039 -0.0370799344 -0.1420335446
[109,] -0.0024 -0.0372893196 -0.1371446303
[110,] -0.0014 -0.0374248316 -0.1338785021
[111,] -0.0006 -0.0375308879 -0.1312616527
[112,] -0.0001 -0.0375961094 -0.1296243403
[113,] 0.0021 -0.0378733454 -0.1224038854
[114,] 0.0044 -0.0381458116 -0.1148268606
[115,] 0.0056 -0.0382812258 -0.1108623525
[116,] 0.0064 -0.0383688571 -0.1082152161
[117,] 0.0072 -0.0384543693 -0.1055647747
[118,] 0.0080 -0.0385377598 -0.1029110284
[119,] 0.0084 -0.0385786587 -0.1015829159
[120,] 0.0085 -0.0385888003 -0.1012507587
[121,] 0.0099 -0.0387272937 -0.0965951356
[122,] 0.0107 -0.0388035040 -0.0939302353
[123,] 0.0137 -0.0390700284 -0.0839057395
[124,] 0.0159 -0.0392464263 -0.0765066803
[125,] 0.0160 -0.0392540601 -0.0761693801
[126,] 0.0164 -0.0392842579 -0.0748195649
[127,] 0.0170 -0.0393285418 -0.0727929993
[128,] 0.0183 -0.0394203148 -0.0683945207
[129,] 0.0189 -0.0394607415 -0.0663609522
[130,] 0.0190 -0.0394673607 -0.0660218091
[131,] 0.0196 -0.0395063630 -0.0639856606
[132,] 0.0197 -0.0395127446 -0.0636460875
[133,] 0.0207 -0.0395746916 -0.0602469780
[134,] 0.0211 -0.0395985182 -0.0588856142
[135,] 0.0215 -0.0396218000 -0.0575232675
[136,] 0.0224 -0.0396720056 -0.0544544047
[137,] 0.0225 -0.0396774339 -0.0541131208
[138,] 0.0230 -0.0397040637 -0.0524058216
[139,] 0.0233 -0.0397196317 -0.0513807384
[140,] 0.0240 -0.0397547211 -0.0489866547
[141,] 0.0248 -0.0397928145 -0.0462461172
[142,] 0.0250 -0.0398019951 -0.0455602334
[143,] 0.0267 -0.0398744848 -0.0397181178
[144,] 0.0286 -0.0399437262 -0.0331630641
[145,] 0.0293 -0.0399660929 -0.0307412245
[146,] 0.0308 -0.0400083053 -0.0255392027
[147,] 0.0312 -0.0400182431 -0.0241491490
[148,] 0.0316 -0.0400276245 -0.0227578963
[149,] 0.0326 -0.0400483930 -0.0192745602
[150,] 0.0332 -0.0400593302 -0.0171826186
[151,] 0.0339 -0.0400705037 -0.0147417178
[152,] 0.0350 -0.0400845474 -0.0109054310
[153,] 0.0382 -0.0401015230 0.0002452904
[154,] 0.0396 -0.0400977746 0.0051070582
[155,] 0.0398 -0.0400966838 0.0058003725
[156,] 0.0413 -0.0400840885 0.0109904763
[157,] 0.0415 -0.0400818214 0.0116811897
[158,] 0.0421 -0.0400741914 0.0137514938
[159,] 0.0441 -0.0400398022 0.0206326183
[160,] 0.0443 -0.0400356070 0.0213190478
[161,] 0.0455 -0.0400075558 0.0254311989
[162,] 0.0467 -0.0399743456 0.0295303631
[163,] 0.0468 -0.0399713755 0.0298711889
[164,] 0.0470 -0.0399653331 0.0305524791
[165,] 0.0476 -0.0399463891 0.0325934588
[166,] 0.0491 -0.0398936114 0.0376757260
[167,] 0.0507 -0.0398290119 0.0430690542
[168,] 0.0512 -0.0398070573 0.0447488863
[169,] 0.0525 -0.0397459466 0.0491040347
[170,] 0.0531 -0.0397158658 0.0511081559
[171,] 0.0544 -0.0396466093 0.0554373098
[172,] 0.0546 -0.0396354554 0.0561017388
[173,] 0.0564 -0.0395290379 0.0620629418
[174,] 0.0579 -0.0394321696 0.0670064476
[175,] 0.0623 -0.0391055593 0.0813848697
[176,] 0.0628 -0.0390644620 0.0830039065
[177,] 0.0631 -0.0390394153 0.0839737662
[178,] 0.0648 -0.0388920019 0.0894475051
[179,] 0.0669 -0.0386971069 0.0961572355
[180,] 0.0672 -0.0386681166 0.0971110815
[181,] 0.0680 -0.0385894121 0.0996489422
[182,] 0.0693 -0.0384569440 0.1037551445
[183,] 0.0694 -0.0384465527 0.1040700546
[184,] 0.0702 -0.0383622904 0.1065841483
[185,] 0.0747 -0.0378510473 0.1205584996
[186,] 0.0750 -0.0378147415 0.1214803105
[187,] 0.0770 -0.0375656576 0.1275945163
[188,] 0.0783 -0.0373972179 0.1315396529
[189,] 0.0790 -0.0373043996 0.1336544616
[190,] 0.0807 -0.0370726136 0.1387655238
[191,] 0.0814 -0.0369747115 0.1408619659
[192,] 0.0827 -0.0367890666 0.1447428995
[193,] 0.0829 -0.0367600584 0.1453385286
[194,] 0.0835 -0.0366723198 0.1471231157
[195,] 0.0850 -0.0364482976 0.1515694886
[196,] 0.0871 -0.0361234962 0.1577581827
[197,] 0.0879 -0.0359963506 0.1601046629
[198,] 0.0880 -0.0359803255 0.1603975416
[199,] 0.0913 -0.0354348900 0.1700297342
[200,] 0.0935 -0.0350536874 0.1764231692
[201,] 0.0962 -0.0345668041 0.1842221189
[202,] 0.1000 -0.0338460449 0.1951070545
[203,] 0.1011 -0.0336294826 0.1982379003
[204,] 0.1013 -0.0335897781 0.1988061519
[205,] 0.1025 -0.0333491029 0.2022095027
[206,] 0.1058 -0.0326663109 0.2115606374
[207,] 0.1065 -0.0325175246 0.2135429684
[208,] 0.1086 -0.0320628455 0.2194829855
[209,] 0.1109 -0.0315505644 0.2259767123
[210,] 0.1110 -0.0315279527 0.2262587635
[211,] 0.1121 -0.0312773622 0.2293597608
[212,] 0.1123 -0.0312314339 0.2299232700
[213,] 0.1130 -0.0310697975 0.2318948049
[214,] 0.1131 -0.0310465940 0.2321763578
[215,] 0.1146 -0.0306949153 0.2363966535
[216,] 0.1150 -0.0306001113 0.2375209691
[217,] 0.1242 -0.0282961476 0.2632274041
[218,] 0.1246 -0.0281906355 0.2643327674
[219,] 0.1288 -0.0270561259 0.2758528538
[220,] 0.1304 -0.0266111546 0.2801991220
[221,] 0.1330 -0.0258734236 0.2872071449
[222,] 0.1331 -0.0258446895 0.2874753245
[223,] 0.1351 -0.0252643336 0.2928211811
[224,] 0.1361 -0.0249701468 0.2954826074
[225,] 0.1377 -0.0244939741 0.2997313242
[226,] 0.1407 -0.0235828674 0.3076663567
[227,] 0.1441 -0.0225213877 0.3166119093
[228,] 0.1443 -0.0224580128 0.3171371136
[229,] 0.1454 -0.0221075736 0.3200246757
[230,] 0.1508 -0.0203410098 0.3341737284
[231,] 0.1644 -0.0155554221 0.3694277467
[232,] 0.1793 -0.0097658686 0.4076800846
[233,] 0.1814 -0.0089036085 0.4130657902
[234,] 0.1838 -0.0079047902 0.4192322746
[235,] 0.1927 -0.0040710191 0.4422442285
[236,] 0.1978 -0.0017820362 0.4553838984
[237,] 0.2012 -0.0002187096 0.4641106510
[238,] 0.2026 0.0004335593 0.4677017586
[239,] 0.2056 0.0018482029 0.4753930742
[240,] 0.2087 0.0033344985 0.4833351465
[241,] 0.2099 0.0039163444 0.4864078705
[242,] 0.2385 0.0188694659 0.5587007731
[243,] 0.2400 0.0197102457 0.5623324181
[244,] 0.2620 0.0326323695 0.6109771381
, , n=760
newdata fun 1der
[1,] -0.3064 0.087461861 -6.642317e-01
[2,] -0.2579 0.058769515 -5.181498e-01
[3,] -0.2523 0.055916662 -5.007290e-01
[4,] -0.2394 0.049714577 -4.610313e-01
[5,] -0.2304 0.045686051 -4.343808e-01
[6,] -0.2187 0.040798872 -4.013262e-01
[7,] -0.2181 0.040558571 -3.996776e-01
[8,] -0.2102 0.037485812 -3.783527e-01
[9,] -0.2015 0.034293240 -3.557186e-01
[10,] -0.1881 0.029750556 -3.226283e-01
[11,] -0.1846 0.028636023 -3.142611e-01
[12,] -0.1842 0.028510509 -3.133102e-01
[13,] -0.1831 0.028167303 -3.107019e-01
[14,] -0.1807 0.027428418 -3.050439e-01
[15,] -0.1782 0.026673125 -2.991983e-01
[16,] -0.1754 0.025844469 -2.927088e-01
[17,] -0.1697 0.024213318 -2.796549e-01
[18,] -0.1683 0.023824031 -2.764701e-01
[19,] -0.1663 0.023275635 -2.719280e-01
[20,] -0.1512 0.019427278 -2.378183e-01
[21,] -0.1505 0.019261357 -2.362406e-01
[22,] -0.1419 0.017312741 -2.169652e-01
[23,] -0.1353 0.015929172 -2.023258e-01
[24,] -0.1337 0.015608269 -1.988064e-01
[25,] -0.1285 0.014604021 -1.874628e-01
[26,] -0.1247 0.013907305 -1.792390e-01
[27,] -0.1209 0.013241716 -1.710853e-01
[28,] -0.1167 0.012541922 -1.621604e-01
[29,] -0.1154 0.012332901 -1.594106e-01
[30,] -0.1141 0.012127452 -1.566667e-01
[31,] -0.1138 0.012080547 -1.560344e-01
[32,] -0.1124 0.011864162 -1.530873e-01
[33,] -0.1123 0.011848864 -1.528770e-01
[34,] -0.1121 0.011818331 -1.524566e-01
[35,] -0.1053 0.010829955 -1.382944e-01
[36,] -0.1039 0.010638350 -1.354302e-01
[37,] -0.0988 0.009973827 -1.252278e-01
[38,] -0.0984 0.009923893 -1.244433e-01
[39,] -0.0977 0.009837261 -1.230762e-01
[40,] -0.0955 0.009571181 -1.188259e-01
[41,] -0.0948 0.009488473 -1.174857e-01
[42,] -0.0923 0.009200704 -1.127412e-01
[43,] -0.0909 0.009044705 -1.101192e-01
[44,] -0.0902 0.008968077 -1.088183e-01
[45,] -0.0888 0.008817541 -1.062378e-01
[46,] -0.0871 0.008639567 -1.031533e-01
[47,] -0.0866 0.008588214 -1.022580e-01
[48,] -0.0807 0.008015309 -9.204563e-02
[49,] -0.0806 0.008006113 -9.187738e-02
[50,] -0.0707 0.007176613 -7.592888e-02
[51,] -0.0693 0.007071825 -7.377154e-02
[52,] -0.0680 0.006977215 -7.178504e-02
[53,] -0.0671 0.006913223 -7.042059e-02
[54,] -0.0648 0.006755231 -6.697252e-02
[55,] -0.0644 0.006728561 -6.637890e-02
[56,] -0.0637 0.006682458 -6.534472e-02
[57,] -0.0636 0.006675931 -6.519746e-02
[58,] -0.0606 0.006486908 -6.083614e-02
[59,] -0.0541 0.006121163 -5.179639e-02
[60,] -0.0537 0.006100552 -5.125849e-02
[61,] -0.0520 0.006015342 -4.899409e-02
[62,] -0.0518 0.006005570 -4.873000e-02
[63,] -0.0516 0.005995850 -4.846639e-02
[64,] -0.0514 0.005986183 -4.820327e-02
[65,] -0.0507 0.005952762 -4.728615e-02
[66,] -0.0468 0.005778182 -4.226660e-02
[67,] -0.0467 0.005773962 -4.213984e-02
[68,] -0.0465 0.005765559 -4.188661e-02
[69,] -0.0407 0.005543581 -3.471314e-02
[70,] -0.0378 0.005447925 -3.127384e-02
[71,] -0.0374 0.005435509 -3.080724e-02
[72,] -0.0365 0.005408253 -2.976412e-02
[73,] -0.0361 0.005396439 -2.930350e-02
[74,] -0.0358 0.005387700 -2.895924e-02
[75,] -0.0345 0.005351017 -2.747938e-02
[76,] -0.0339 0.005334732 -2.680292e-02
[77,] -0.0321 0.005288297 -2.479834e-02
[78,] -0.0306 0.005252334 -2.315629e-02
[79,] -0.0302 0.005243158 -2.272277e-02
[80,] -0.0293 0.005223144 -2.175408e-02
[81,] -0.0290 0.005216666 -2.143325e-02
[82,] -0.0262 0.005160796 -1.848869e-02
[83,] -0.0261 0.005158953 -1.838519e-02
[84,] -0.0254 0.005146336 -1.766359e-02
[85,] -0.0244 0.005129184 -1.664144e-02
[86,] -0.0243 0.005127525 -1.653973e-02
[87,] -0.0240 0.005122609 -1.623498e-02
[88,] -0.0206 0.005073236 -1.281972e-02
[89,] -0.0195 0.005059735 -1.172996e-02
[90,] -0.0193 0.005057408 -1.153261e-02
[91,] -0.0191 0.005055121 -1.133552e-02
[92,] -0.0190 0.005053993 -1.123706e-02
[93,] -0.0186 0.005049577 -1.084385e-02
[94,] -0.0153 0.005019117 -7.622210e-03
[95,] -0.0148 0.005015428 -7.137167e-03
[96,] -0.0142 0.005011320 -6.556187e-03
[97,] -0.0117 0.004997944 -4.148015e-03
[98,] -0.0109 0.004994932 -3.381685e-03
[99,] -0.0096 0.004991343 -2.140717e-03
[100,] -0.0088 0.004989935 -1.377742e-03
[101,] -0.0078 0.004989035 -4.216150e-04
[102,] -0.0075 0.004988952 -1.341707e-04
[103,] -0.0073 0.004988944 5.765834e-05
[104,] -0.0064 0.004989385 9.229051e-04
[105,] -0.0060 0.004989832 1.308518e-03
[106,] -0.0052 0.004991188 2.081699e-03
[107,] -0.0048 0.004992098 2.469266e-03
[108,] -0.0039 0.004994713 3.343357e-03
[109,] -0.0024 0.005000824 4.806262e-03
[110,] -0.0014 0.005006120 5.785759e-03
[111,] -0.0006 0.005011063 6.571804e-03
[112,] -0.0001 0.005014472 7.064604e-03
[113,] 0.0021 0.005032413 9.250239e-03
[114,] 0.0044 0.005056344 1.156337e-02
[115,] 0.0056 0.005070949 1.277824e-02
[116,] 0.0064 0.005081497 1.359167e-02
[117,] 0.0072 0.005092696 1.440816e-02
[118,] 0.0080 0.005104550 1.522741e-02
[119,] 0.0084 0.005110723 1.563829e-02
[120,] 0.0085 0.005112292 1.574114e-02
[121,] 0.0099 0.005135341 1.718779e-02
[122,] 0.0107 0.005149424 1.802016e-02
[123,] 0.0137 0.005208208 2.117864e-02
[124,] 0.0159 0.005257391 2.354191e-02
[125,] 0.0160 0.005259751 2.365049e-02
[126,] 0.0164 0.005269298 2.408585e-02
[127,] 0.0170 0.005283946 2.474193e-02
[128,] 0.0183 0.005317041 2.617595e-02
[129,] 0.0189 0.005332947 2.684358e-02
[130,] 0.0190 0.005335637 2.695521e-02
[131,] 0.0196 0.005352011 2.762709e-02
[132,] 0.0197 0.005354779 2.773943e-02
[133,] 0.0207 0.005383082 2.886836e-02
[134,] 0.0211 0.005394721 2.932277e-02
[135,] 0.0215 0.005406541 2.977880e-02
[136,] 0.0224 0.005433806 3.081079e-02
[137,] 0.0225 0.005436892 3.092596e-02
[138,] 0.0230 0.005452500 3.150335e-02
[139,] 0.0233 0.005462003 3.185099e-02
[140,] 0.0240 0.005484583 3.266571e-02
[141,] 0.0248 0.005511090 3.360290e-02
[142,] 0.0250 0.005517834 3.383821e-02
[143,] 0.0267 0.005577069 3.585471e-02
[144,] 0.0286 0.005647361 3.814407e-02
[145,] 0.0293 0.005674362 3.900065e-02
[146,] 0.0308 0.005734256 4.086438e-02
[147,] 0.0312 0.005750702 4.136786e-02
[148,] 0.0316 0.005767350 4.187407e-02
[149,] 0.0326 0.005809862 4.315157e-02
[150,] 0.0332 0.005835985 4.392651e-02
[151,] 0.0339 0.005867052 4.483961e-02
[152,] 0.0350 0.005917174 4.629423e-02
[153,] 0.0382 0.006072226 5.063693e-02
[154,] 0.0396 0.006144475 5.258070e-02
[155,] 0.0398 0.006155019 5.286066e-02
[156,] 0.0413 0.006235895 5.497892e-02
[157,] 0.0415 0.006246919 5.526381e-02
[158,] 0.0421 0.006280335 5.612193e-02
[159,] 0.0441 0.006395467 5.901950e-02
[160,] 0.0443 0.006407300 5.931231e-02
[161,] 0.0455 0.006479533 6.107961e-02
[162,] 0.0467 0.006553898 6.286453e-02
[163,] 0.0468 0.006560192 6.301392e-02
[164,] 0.0470 0.006572825 6.331295e-02
[165,] 0.0476 0.006611082 6.421188e-02
[166,] 0.0491 0.006709092 6.647140e-02
[167,] 0.0507 0.006817387 6.890074e-02
[168,] 0.0512 0.006852028 6.966410e-02
[169,] 0.0525 0.006943888 7.166237e-02
[170,] 0.0531 0.006987164 7.259143e-02
[171,] 0.0544 0.007082850 7.462216e-02
[172,] 0.0546 0.007097806 7.493682e-02
[173,] 0.0564 0.007235257 7.779337e-02
[174,] 0.0579 0.007353753 8.020574e-02
[175,] 0.0623 0.007722469 8.742201e-02
[176,] 0.0628 0.007766388 8.825201e-02
[177,] 0.0631 0.007792938 8.875047e-02
[178,] 0.0648 0.007946219 9.158134e-02
[179,] 0.0669 0.008142224 9.509312e-02
[180,] 0.0672 0.008170827 9.559614e-02
[181,] 0.0680 0.008247841 9.693915e-02
[182,] 0.0693 0.008375283 9.912662e-02
[183,] 0.0694 0.008385205 9.929515e-02
[184,] 0.0702 0.008465180 1.006447e-01
[185,] 0.0747 0.008935235 1.082823e-01
[186,] 0.0750 0.008967796 1.087946e-01
[187,] 0.0770 0.009188807 1.122193e-01
[188,] 0.0783 0.009336145 1.144548e-01
[189,] 0.0790 0.009416685 1.156615e-01
[190,] 0.0807 0.009615807 1.186005e-01
[191,] 0.0814 0.009699251 1.198136e-01
[192,] 0.0827 0.009856475 1.220705e-01
[193,] 0.0829 0.009880924 1.224182e-01
[194,] 0.0835 0.009954688 1.234621e-01
[195,] 0.0850 0.010141842 1.260768e-01
[196,] 0.0871 0.010410455 1.297455e-01
[197,] 0.0879 0.010514810 1.311429e-01
[198,] 0.0880 0.010527933 1.313174e-01
[199,] 0.0913 0.010970734 1.370285e-01
[200,] 0.0935 0.011276321 1.407712e-01
[201,] 0.0962 0.011662572 1.453387e-01
[202,] 0.1000 0.012227046 1.517493e-01
[203,] 0.1011 0.012394986 1.535956e-01
[204,] 0.1013 0.012425739 1.539304e-01
[205,] 0.1025 0.012611659 1.559346e-01
[206,] 0.1058 0.013135299 1.614187e-01
[207,] 0.1065 0.013248698 1.625790e-01
[208,] 0.1086 0.013593765 1.660544e-01
[209,] 0.1109 0.013980064 1.698604e-01
[210,] 0.1110 0.013997058 1.700264e-01
[211,] 0.1121 0.014185092 1.718551e-01
[212,] 0.1123 0.014219497 1.721882e-01
[213,] 0.1130 0.014340437 1.733556e-01
[214,] 0.1131 0.014357781 1.735225e-01
[215,] 0.1146 0.014619946 1.760334e-01
[216,] 0.1150 0.014690494 1.767060e-01
[217,] 0.1242 0.016388374 1.924605e-01
[218,] 0.1246 0.016465497 1.931515e-01
[219,] 0.1288 0.017292000 2.004281e-01
[220,] 0.1304 0.017614910 2.032104e-01
[221,] 0.1330 0.018149156 2.077543e-01
[222,] 0.1331 0.018169941 2.079297e-01
[223,] 0.1351 0.018589316 2.114483e-01
[224,] 0.1361 0.018801646 2.132129e-01
[225,] 0.1377 0.019145049 2.160417e-01
[226,] 0.1407 0.019801152 2.213647e-01
[227,] 0.1441 0.020564106 2.274404e-01
[228,] 0.1443 0.020609630 2.277993e-01
[229,] 0.1454 0.020861295 2.297755e-01
[230,] 0.1508 0.022128184 2.394270e-01
[231,] 0.1644 0.025547073 2.632255e-01
[232,] 0.1793 0.029658168 2.883104e-01
[233,] 0.1814 0.030267205 2.917230e-01
[234,] 0.1838 0.030972008 2.956106e-01
[235,] 0.1927 0.033667005 3.100292e-01
[236,] 0.1978 0.035269486 3.184189e-01
[237,] 0.2012 0.036361740 3.240996e-01
[238,] 0.2026 0.036817142 3.264795e-01
[239,] 0.2056 0.037804342 3.316763e-01
[240,] 0.2087 0.038841028 3.371702e-01
[241,] 0.2099 0.039246921 3.393207e-01
[242,] 0.2385 0.049713864 3.935732e-01
[243,] 0.2400 0.050306482 3.965874e-01
[244,] 0.2620 0.059523918 4.414600e-01
> str(pSq2 <- vapply(Pen02Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq2
num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ...
- attr(*, "dimnames")=List of 3
..$ : NULL
..$ : chr [1:3] "newdata" "fun" "1der"
..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ...
, , n=6
newdata fun 1der
[1,] -0.3064 9.587999e-03 -0.3083399319
[2,] -0.2579 -3.806492e-03 -0.2433514715
[3,] -0.2523 -5.147561e-03 -0.2355931208
[4,] -0.2394 -8.070446e-03 -0.2175207067
[5,] -0.2304 -9.970750e-03 -0.2047464543
[6,] -0.2187 -1.226817e-02 -0.1879364530
[7,] -0.2181 -1.238067e-02 -0.1870682014
[8,] -0.2102 -1.381320e-02 -0.1755798071
[9,] -0.2015 -1.528527e-02 -0.1628066982
[10,] -0.1881 -1.733427e-02 -0.1430307121
[11,] -0.1846 -1.782587e-02 -0.1378865558
[12,] -0.1842 -1.788091e-02 -0.1372992650
[13,] -0.1831 -1.803105e-02 -0.1356848635
[14,] -0.1807 -1.835247e-02 -0.1321658325
[15,] -0.1782 -1.867831e-02 -0.1285049873
[16,] -0.1754 -1.903239e-02 -0.1244106700
[17,] -0.1697 -1.971782e-02 -0.1160948417
[18,] -0.1683 -1.987892e-02 -0.1140562621
[19,] -0.1663 -2.010413e-02 -0.1111466767
[20,] -0.1512 -2.161713e-02 -0.0892807356
[21,] -0.1505 -2.167927e-02 -0.0882714272
[22,] -0.1419 -2.238518e-02 -0.0759027703
[23,] -0.1353 -2.285492e-02 -0.0664499525
[24,] -0.1337 -2.295942e-02 -0.0641635140
[25,] -0.1285 -2.327377e-02 -0.0567464788
[26,] -0.1247 -2.347913e-02 -0.0513397720
[27,] -0.1209 -2.366397e-02 -0.0459444097
[28,] -0.1167 -2.384443e-02 -0.0399943131
[29,] -0.1154 -2.389523e-02 -0.0381554251
[30,] -0.1141 -2.394364e-02 -0.0363178649
[31,] -0.1138 -2.395447e-02 -0.0358940011
[32,] -0.1124 -2.400334e-02 -0.0339169049
[33,] -0.1123 -2.400672e-02 -0.0337757426
[34,] -0.1121 -2.401345e-02 -0.0334934417
[35,] -0.1053 -2.420861e-02 -0.0239139090
[36,] -0.1039 -2.424072e-02 -0.0219461618
[37,] -0.0988 -2.433439e-02 -0.0147909615
[38,] -0.0984 -2.434019e-02 -0.0142306336
[39,] -0.0977 -2.434981e-02 -0.0132503621
[40,] -0.0955 -2.437557e-02 -0.0101720149
[41,] -0.0948 -2.438235e-02 -0.0091933382
[42,] -0.0923 -2.440097e-02 -0.0057012069
[43,] -0.0909 -2.440758e-02 -0.0037477582
[44,] -0.0902 -2.440987e-02 -0.0027716112
[45,] -0.0888 -2.441238e-02 -0.0008204722
[46,] -0.0871 -2.441176e-02 0.0015466979
[47,] -0.0866 -2.441081e-02 0.0022424923
[48,] -0.0807 -2.437339e-02 0.0104380336
[49,] -0.0806 -2.437234e-02 0.0105767054
[50,] -0.0707 -2.419981e-02 0.0242663241
[51,] -0.0693 -2.416448e-02 0.0261960154
[52,] -0.0680 -2.412926e-02 0.0279864928
[53,] -0.0671 -2.410352e-02 0.0292252764
[54,] -0.0648 -2.403266e-02 0.0323881655
[55,] -0.0644 -2.401960e-02 0.0329378089
[56,] -0.0637 -2.399620e-02 0.0338993824
[57,] -0.0636 -2.399281e-02 0.0340367186
[58,] -0.0606 -2.388452e-02 0.0381531521
[59,] -0.0541 -2.360760e-02 0.0470478349
[60,] -0.0537 -2.358867e-02 0.0475941158
[61,] -0.0520 -2.350579e-02 0.0499144074
[62,] -0.0518 -2.349578e-02 0.0501872336
[63,] -0.0516 -2.348571e-02 0.0504600284
[64,] -0.0514 -2.347559e-02 0.0507327918
[65,] -0.0507 -2.343975e-02 0.0516872161
[66,] -0.0468 -2.322781e-02 0.0569976757
[67,] -0.0467 -2.322210e-02 0.0571336843
[68,] -0.0465 -2.321065e-02 0.0574056777
[69,] -0.0407 -2.285485e-02 0.0652798177
[70,] -0.0378 -2.265984e-02 0.0692069769
[71,] -0.0374 -2.263205e-02 0.0697481355
[72,] -0.0365 -2.256873e-02 0.0709652829
[73,] -0.0361 -2.254023e-02 0.0715060330
[74,] -0.0358 -2.251872e-02 0.0719115130
[75,] -0.0345 -2.242409e-02 0.0736677763
[76,] -0.0339 -2.237965e-02 0.0744779116
[77,] -0.0321 -2.224340e-02 0.0769066204
[78,] -0.0306 -2.212653e-02 0.0789285999
[79,] -0.0302 -2.209485e-02 0.0794674960
[80,] -0.0293 -2.202278e-02 0.0806795524
[81,] -0.0290 -2.199852e-02 0.0810834298
[82,] -0.0262 -2.176621e-02 0.0848495425
[83,] -0.0261 -2.175772e-02 0.0849839326
[84,] -0.0254 -2.169790e-02 0.0859244434
[85,] -0.0244 -2.161130e-02 0.0872673625
[86,] -0.0243 -2.160257e-02 0.0874016112
[87,] -0.0240 -2.157629e-02 0.0878043102
[88,] -0.0206 -2.127000e-02 0.0923632900
[89,] -0.0195 -2.116759e-02 0.0938363097
[90,] -0.0193 -2.114880e-02 0.0941040293
[91,] -0.0191 -2.112995e-02 0.0943717175
[92,] -0.0190 -2.112051e-02 0.0945055498
[93,] -0.0186 -2.108260e-02 0.0950408005
[94,] -0.0153 -2.076168e-02 0.0994518224
[95,] -0.0148 -2.071179e-02 0.1001194127
[96,] -0.0142 -2.065148e-02 0.1009202618
[97,] -0.0117 -2.039501e-02 0.1042540888
[98,] -0.0109 -2.031118e-02 0.1053198764
[99,] -0.0096 -2.017314e-02 0.1070507089
[100,] -0.0088 -2.008707e-02 0.1081151766
[101,] -0.0078 -1.997829e-02 0.1094450543
[102,] -0.0075 -1.994540e-02 0.1098438643
[103,] -0.0073 -1.992340e-02 0.1101096985
[104,] -0.0064 -1.982377e-02 0.1113055631
[105,] -0.0060 -1.977914e-02 0.1118368542
[106,] -0.0052 -1.968924e-02 0.1128990593
[107,] -0.0048 -1.964398e-02 0.1134299733
[108,] -0.0039 -1.954135e-02 0.1146240703
[109,] -0.0024 -1.936792e-02 0.1166128177
[110,] -0.0014 -1.925065e-02 0.1179376673
[111,] -0.0006 -1.915588e-02 0.1189969813
[112,] -0.0001 -1.909621e-02 0.1196587973
[113,] 0.0021 -1.882976e-02 0.1225684540
[114,] 0.0044 -1.854436e-02 0.1256063023
[115,] 0.0056 -1.839268e-02 0.1271896168
[116,] 0.0064 -1.829051e-02 0.1282445313
[117,] 0.0072 -1.818749e-02 0.1292989430
[118,] 0.0080 -1.808363e-02 0.1303528519
[119,] 0.0084 -1.803138e-02 0.1308796178
[120,] 0.0085 -1.801829e-02 0.1310112896
[121,] 0.0099 -1.783358e-02 0.1328538704
[122,] 0.0107 -1.772688e-02 0.1339060823
[123,] 0.0137 -1.731925e-02 0.1378475948
[124,] 0.0159 -1.701281e-02 0.1407342871
[125,] 0.0160 -1.699873e-02 0.1408654270
[126,] 0.0164 -1.694227e-02 0.1413899230
[127,] 0.0170 -1.685720e-02 0.1421764756
[128,] 0.0183 -1.667127e-02 0.1438798853
[129,] 0.0189 -1.658470e-02 0.1446657109
[130,] 0.0190 -1.657023e-02 0.1447966595
[131,] 0.0196 -1.648312e-02 0.1455822172
[132,] 0.0197 -1.646855e-02 0.1457131212
[133,] 0.0207 -1.632219e-02 0.1470218100
[134,] 0.0211 -1.626327e-02 0.1475451069
[135,] 0.0215 -1.620415e-02 0.1480683018
[136,] 0.0224 -1.607036e-02 0.1492451172
[137,] 0.0225 -1.605543e-02 0.1493758426
[138,] 0.0230 -1.598058e-02 0.1500293738
[139,] 0.0233 -1.593551e-02 0.1504214160
[140,] 0.0240 -1.582989e-02 0.1513359579
[141,] 0.0248 -1.570841e-02 0.1523807660
[142,] 0.0250 -1.567790e-02 0.1526419042
[143,] 0.0267 -1.541653e-02 0.1548605492
[144,] 0.0286 -1.511994e-02 0.1573380301
[145,] 0.0293 -1.500948e-02 0.1582502058
[146,] 0.0308 -1.477064e-02 0.1602038157
[147,] 0.0312 -1.470646e-02 0.1607245360
[148,] 0.0316 -1.464206e-02 0.1612451542
[149,] 0.0326 -1.448017e-02 0.1625462533
[150,] 0.0332 -1.438240e-02 0.1633266067
[151,] 0.0339 -1.426776e-02 0.1642367287
[152,] 0.0350 -1.408631e-02 0.1656662891
[153,] 0.0382 -1.354953e-02 0.1698206222
[154,] 0.0396 -1.331051e-02 0.1716360892
[155,] 0.0398 -1.327616e-02 0.1718953396
[156,] 0.0413 -1.301686e-02 0.1738389043
[157,] 0.0415 -1.298206e-02 0.1740979379
[158,] 0.0421 -1.287737e-02 0.1748748854
[159,] 0.0441 -1.252503e-02 0.1774630524
[160,] 0.0443 -1.248951e-02 0.1777217288
[161,] 0.0455 -1.227532e-02 0.1792732513
[162,] 0.0467 -1.205926e-02 0.1808238554
[163,] 0.0468 -1.204117e-02 0.1809530310
[164,] 0.0470 -1.200495e-02 0.1812113629
[165,] 0.0476 -1.189599e-02 0.1819862058
[166,] 0.0491 -1.162156e-02 0.1839223084
[167,] 0.0507 -1.132563e-02 0.1859859028
[168,] 0.0512 -1.123248e-02 0.1866304413
[169,] 0.0525 -1.098877e-02 0.1883054949
[170,] 0.0531 -1.087556e-02 0.1890782331
[171,] 0.0544 -1.062867e-02 0.1907517114
[172,] 0.0546 -1.059049e-02 0.1910090740
[173,] 0.0564 -1.024459e-02 0.1933241888
[174,] 0.0579 -9.953159e-03 0.1952518726
[175,] 0.0623 -9.081624e-03 0.2008981334
[176,] 0.0628 -8.981015e-03 0.2015389726
[177,] 0.0631 -8.920496e-03 0.2019233996
[178,] 0.0648 -8.575375e-03 0.2041007351
[179,] 0.0669 -8.143941e-03 0.2067878401
[180,] 0.0672 -8.081848e-03 0.2071714826
[181,] 0.0680 -7.915701e-03 0.2081942488
[182,] 0.0693 -7.643969e-03 0.2098553732
[183,] 0.0694 -7.622977e-03 0.2099831073
[184,] 0.0702 -7.454582e-03 0.2110047510
[185,] 0.0747 -6.492142e-03 0.2167438908
[186,] 0.0750 -6.427062e-03 0.2171260409
[187,] 0.0770 -5.990263e-03 0.2196722414
[188,] 0.0783 -5.703614e-03 0.2213259037
[189,] 0.0790 -5.548375e-03 0.2222158907
[190,] 0.0807 -5.168771e-03 0.2243759869
[191,] 0.0814 -5.011397e-03 0.2252649025
[192,] 0.0827 -4.717480e-03 0.2269149166
[193,] 0.0829 -4.672072e-03 0.2271686692
[194,] 0.0835 -4.535542e-03 0.2279297742
[195,] 0.0850 -4.192221e-03 0.2298315319
[196,] 0.0871 -3.706781e-03 0.2324915819
[197,] 0.0879 -3.520383e-03 0.2335041945
[198,] 0.0880 -3.497026e-03 0.2336307424
[199,] 0.0913 -2.719158e-03 0.2378032441
[200,] 0.0935 -2.192935e-03 0.2405810532
[201,] 0.0962 -1.538768e-03 0.2439859637
[202,] 0.1000 -6.025287e-04 0.2487701833
[203,] 0.1011 -3.281207e-04 0.2501533701
[204,] 0.1013 -2.780649e-04 0.2504047757
[205,] 0.1025 2.332568e-05 0.2519126736
[206,] 0.1058 8.614737e-04 0.2560546571
[207,] 0.1065 1.041019e-03 0.2569323668
[208,] 0.1086 1.583340e-03 0.2595636207
[209,] 0.1109 2.183648e-03 0.2624422430
[210,] 0.1110 2.209898e-03 0.2625673240
[211,] 0.1121 2.499479e-03 0.2639427936
[212,] 0.1123 2.552293e-03 0.2641927961
[213,] 0.1130 2.737534e-03 0.2650676038
[214,] 0.1131 2.764047e-03 0.2651925508
[215,] 0.1146 3.163241e-03 0.2670659908
[216,] 0.1150 3.270167e-03 0.2675653324
[217,] 0.1242 5.784510e-03 0.2790220254
[218,] 0.1246 5.896218e-03 0.2795189179
[219,] 0.1288 7.081145e-03 0.2847301285
[220,] 0.1304 7.538300e-03 0.2867123922
[221,] 0.1330 8.287936e-03 0.2899300885
[222,] 0.1331 8.316935e-03 0.2900537599
[223,] 0.1351 8.899515e-03 0.2925258495
[224,] 0.1361 9.192658e-03 0.2937609376
[225,] 0.1377 9.664256e-03 0.2957357520
[226,] 0.1407 1.055701e-02 0.2994341282
[227,] 0.1441 1.158220e-02 0.3036186822
[228,] 0.1443 1.164295e-02 0.3038646028
[229,] 0.1454 1.197795e-02 0.3052167102
[230,] 0.1508 1.364402e-02 0.3118431354
[231,] 0.1644 1.799814e-02 0.3284495076
[232,] 0.1793 2.302675e-02 0.3465078354
[233,] 0.1814 2.375708e-02 0.3490415844
[234,] 0.1838 2.459825e-02 0.3519338534
[235,] 0.1927 2.777808e-02 0.3626272798
[236,] 0.1978 2.964306e-02 0.3687322046
[237,] 0.2012 3.090365e-02 0.3727884709
[238,] 0.2026 3.142672e-02 0.3744522479
[239,] 0.2056 3.255540e-02 0.3780044565
[240,] 0.2087 3.373288e-02 0.3816564082
[241,] 0.2099 3.419172e-02 0.3830649741
[242,] 0.2385 4.561926e-02 0.4157946156
[243,] 0.2400 4.624420e-02 0.4174666433
[244,] 0.2620 5.569436e-02 0.4414794482
, , n=9
newdata fun 1der
[1,] -0.3064 0.2448456 0.2433876
[2,] -0.2579 0.2570068 0.2563793
[3,] -0.2523 0.2584471 0.2580122
[4,] -0.2394 0.2617996 0.2617503
[5,] -0.2304 0.2641670 0.2643389
[6,] -0.2187 0.2672794 0.2676803
[7,] -0.2181 0.2674400 0.2678509
[8,] -0.2102 0.2695649 0.2700909
[9,] -0.2015 0.2719254 0.2725435
[10,] -0.1881 0.2756026 0.2762920
[11,] -0.1846 0.2765714 0.2772653
[12,] -0.1842 0.2766823 0.2773764
[13,] -0.1831 0.2769876 0.2776817
[14,] -0.1807 0.2776548 0.2783470
[15,] -0.1782 0.2783515 0.2790388
[16,] -0.1754 0.2791339 0.2798121
[17,] -0.1697 0.2807333 0.2813817
[18,] -0.1683 0.2811275 0.2817662
[19,] -0.1663 0.2816916 0.2823149
[20,] -0.1512 0.2859857 0.2864319
[21,] -0.1505 0.2861863 0.2866216
[22,] -0.1419 0.2886612 0.2889452
[23,] -0.1353 0.2905741 0.2907185
[24,] -0.1337 0.2910396 0.2911471
[25,] -0.1285 0.2925572 0.2925366
[26,] -0.1247 0.2936708 0.2935487
[27,] -0.1209 0.2947882 0.2945579
[28,] -0.1167 0.2960276 0.2956715
[29,] -0.1154 0.2964122 0.2960163
[30,] -0.1141 0.2967973 0.2963610
[31,] -0.1138 0.2968862 0.2964405
[32,] -0.1124 0.2973015 0.2968118
[33,] -0.1123 0.2973312 0.2968383
[34,] -0.1121 0.2973905 0.2968913
[35,] -0.1053 0.2994155 0.2986946
[36,] -0.1039 0.2998340 0.2990659
[37,] -0.0988 0.3013626 0.3004184
[38,] -0.0984 0.3014828 0.3005245
[39,] -0.0977 0.3016933 0.3007101
[40,] -0.0955 0.3023555 0.3012936
[41,] -0.0948 0.3025664 0.3014793
[42,] -0.0923 0.3033210 0.3021423
[43,] -0.0909 0.3037442 0.3025136
[44,] -0.0902 0.3039561 0.3026993
[45,] -0.0888 0.3043801 0.3030706
[46,] -0.0871 0.3048957 0.3035216
[47,] -0.0866 0.3050475 0.3036542
[48,] -0.0807 0.3068437 0.3052192
[49,] -0.0806 0.3068742 0.3052457
[50,] -0.0707 0.3099091 0.3078719
[51,] -0.0693 0.3103404 0.3082433
[52,] -0.0680 0.3107413 0.3085882
[53,] -0.0671 0.3110192 0.3088269
[54,] -0.0648 0.3117302 0.3094371
[55,] -0.0644 0.3118540 0.3095433
[56,] -0.0637 0.3120707 0.3097293
[57,] -0.0636 0.3121017 0.3097559
[58,] -0.0606 0.3130322 0.3105576
[59,] -0.0541 0.3150565 0.3123183
[60,] -0.0537 0.3151814 0.3124277
[61,] -0.0520 0.3157130 0.3128940
[62,] -0.0518 0.3157756 0.3129490
[63,] -0.0516 0.3158381 0.3130040
[64,] -0.0514 0.3159008 0.3130591
[65,] -0.0507 0.3161200 0.3132521
[66,] -0.0468 0.3173438 0.3143342
[67,] -0.0467 0.3173752 0.3143621
[68,] -0.0465 0.3174381 0.3144179
[69,] -0.0407 0.3192664 0.3160501
[70,] -0.0378 0.3201842 0.3168758
[71,] -0.0374 0.3203109 0.3169902
[72,] -0.0365 0.3205963 0.3172480
[73,] -0.0361 0.3207233 0.3173628
[74,] -0.0358 0.3208185 0.3174490
[75,] -0.0345 0.3212314 0.3178233
[76,] -0.0339 0.3214221 0.3179964
[77,] -0.0321 0.3219950 0.3185175
[78,] -0.0306 0.3224731 0.3189519
[79,] -0.0302 0.3226007 0.3190676
[80,] -0.0293 0.3228880 0.3193276
[81,] -0.0290 0.3229838 0.3194142
[82,] -0.0262 0.3238793 0.3202207
[83,] -0.0261 0.3239113 0.3202494
[84,] -0.0254 0.3241356 0.3204505
[85,] -0.0244 0.3244562 0.3207374
[86,] -0.0243 0.3244882 0.3207661
[87,] -0.0240 0.3245845 0.3208520
[88,] -0.0206 0.3256770 0.3218238
[89,] -0.0195 0.3260312 0.3221372
[90,] -0.0193 0.3260956 0.3221941
[91,] -0.0191 0.3261601 0.3222510
[92,] -0.0190 0.3261923 0.3222795
[93,] -0.0186 0.3263212 0.3223932
[94,] -0.0153 0.3273867 0.3233291
[95,] -0.0148 0.3275484 0.3234705
[96,] -0.0142 0.3277425 0.3236401
[97,] -0.0117 0.3285525 0.3243449
[98,] -0.0109 0.3288121 0.3245699
[99,] -0.0096 0.3292342 0.3249350
[100,] -0.0088 0.3294943 0.3251593
[101,] -0.0078 0.3298196 0.3254393
[102,] -0.0075 0.3299172 0.3255232
[103,] -0.0073 0.3299823 0.3255791
[104,] -0.0064 0.3302755 0.3258306
[105,] -0.0060 0.3304058 0.3259422
[106,] -0.0052 0.3306667 0.3261653
[107,] -0.0048 0.3307972 0.3262768
[108,] -0.0039 0.3310909 0.3265273
[109,] -0.0024 0.3315810 0.3269441
[110,] -0.0014 0.3319081 0.3272215
[111,] -0.0006 0.3321700 0.3274430
[112,] -0.0001 0.3323337 0.3275814
[113,] 0.0021 0.3330551 0.3281889
[114,] 0.0044 0.3338106 0.3288219
[115,] 0.0056 0.3342054 0.3291512
[116,] 0.0064 0.3344688 0.3293705
[117,] 0.0072 0.3347324 0.3295895
[118,] 0.0080 0.3349962 0.3298082
[119,] 0.0084 0.3351281 0.3299175
[120,] 0.0085 0.3351611 0.3299448
[121,] 0.0099 0.3356233 0.3303266
[122,] 0.0107 0.3358877 0.3305444
[123,] 0.0137 0.3368805 0.3313589
[124,] 0.0159 0.3376102 0.3319537
[125,] 0.0160 0.3376433 0.3319807
[126,] 0.0164 0.3377762 0.3320887
[127,] 0.0170 0.3379755 0.3322504
[128,] 0.0183 0.3384076 0.3326004
[129,] 0.0189 0.3386072 0.3327617
[130,] 0.0190 0.3386405 0.3327886
[131,] 0.0196 0.3388402 0.3329497
[132,] 0.0197 0.3388735 0.3329765
[133,] 0.0207 0.3392066 0.3332447
[134,] 0.0211 0.3393399 0.3333518
[135,] 0.0215 0.3394733 0.3334589
[136,] 0.0224 0.3397735 0.3336996
[137,] 0.0225 0.3398069 0.3337263
[138,] 0.0230 0.3399738 0.3338599
[139,] 0.0233 0.3400740 0.3339400
[140,] 0.0240 0.3403078 0.3341267
[141,] 0.0248 0.3405752 0.3343398
[142,] 0.0250 0.3406421 0.3343930
[143,] 0.0267 0.3412109 0.3348449
[144,] 0.0286 0.3418476 0.3353485
[145,] 0.0293 0.3420824 0.3355337
[146,] 0.0308 0.3425860 0.3359298
[147,] 0.0312 0.3427204 0.3360353
[148,] 0.0316 0.3428548 0.3361407
[149,] 0.0326 0.3431911 0.3364039
[150,] 0.0332 0.3433930 0.3365616
[151,] 0.0339 0.3436286 0.3367455
[152,] 0.0350 0.3439992 0.3370339
[153,] 0.0382 0.3450791 0.3378702
[154,] 0.0396 0.3455523 0.3382348
[155,] 0.0398 0.3456200 0.3382868
[156,] 0.0413 0.3461277 0.3386763
[157,] 0.0415 0.3461955 0.3387282
[158,] 0.0421 0.3463987 0.3388837
[159,] 0.0441 0.3470770 0.3394010
[160,] 0.0443 0.3471449 0.3394526
[161,] 0.0455 0.3475524 0.3397621
[162,] 0.0467 0.3479603 0.3400710
[163,] 0.0468 0.3479944 0.3400967
[164,] 0.0470 0.3480624 0.3401481
[165,] 0.0476 0.3482665 0.3403022
[166,] 0.0491 0.3487773 0.3406869
[167,] 0.0507 0.3493227 0.3410962
[168,] 0.0512 0.3494933 0.3412239
[169,] 0.0525 0.3499371 0.3415554
[170,] 0.0531 0.3501420 0.3417082
[171,] 0.0544 0.3505865 0.3420387
[172,] 0.0546 0.3506549 0.3420895
[173,] 0.0564 0.3512711 0.3425457
[174,] 0.0579 0.3517852 0.3429249
[175,] 0.0623 0.3532965 0.3440319
[176,] 0.0628 0.3534685 0.3441572
[177,] 0.0631 0.3535718 0.3442323
[178,] 0.0648 0.3541573 0.3446572
[179,] 0.0669 0.3548817 0.3451805
[180,] 0.0672 0.3549852 0.3452551
[181,] 0.0680 0.3552615 0.3454539
[182,] 0.0693 0.3557108 0.3457763
[183,] 0.0694 0.3557454 0.3458011
[184,] 0.0702 0.3560221 0.3459991
[185,] 0.0747 0.3575816 0.3471081
[186,] 0.0750 0.3576858 0.3471818
[187,] 0.0770 0.3583806 0.3476717
[188,] 0.0783 0.3588328 0.3479893
[189,] 0.0790 0.3590764 0.3481600
[190,] 0.0807 0.3596687 0.3485737
[191,] 0.0814 0.3599127 0.3487437
[192,] 0.0827 0.3603663 0.3490589
[193,] 0.0829 0.3604361 0.3491074
[194,] 0.0835 0.3606456 0.3492525
[195,] 0.0850 0.3611698 0.3496148
[196,] 0.0871 0.3619045 0.3501205
[197,] 0.0879 0.3621847 0.3503127
[198,] 0.0880 0.3622197 0.3503367
[199,] 0.0913 0.3633771 0.3511263
[200,] 0.0935 0.3641502 0.3516503
[201,] 0.0962 0.3651005 0.3522905
[202,] 0.1000 0.3664409 0.3531865
[203,] 0.1011 0.3668295 0.3534448
[204,] 0.1013 0.3669002 0.3534917
[205,] 0.1025 0.3673246 0.3537727
[206,] 0.1058 0.3684933 0.3545425
[207,] 0.1065 0.3687416 0.3547052
[208,] 0.1086 0.3694869 0.3551921
[209,] 0.1109 0.3703045 0.3557233
[210,] 0.1110 0.3703401 0.3557463
[211,] 0.1121 0.3707315 0.3559995
[212,] 0.1123 0.3708027 0.3560455
[213,] 0.1130 0.3710520 0.3562063
[214,] 0.1131 0.3710877 0.3562293
[215,] 0.1146 0.3716223 0.3565731
[216,] 0.1150 0.3717649 0.3566647
[217,] 0.1242 0.3750558 0.3587517
[218,] 0.1246 0.3751994 0.3588416
[219,] 0.1288 0.3767085 0.3597820
[220,] 0.1304 0.3772844 0.3601383
[221,] 0.1330 0.3782215 0.3607150
[222,] 0.1331 0.3782576 0.3607372
[223,] 0.1351 0.3789795 0.3611788
[224,] 0.1361 0.3793408 0.3613990
[225,] 0.1377 0.3799193 0.3617505
[226,] 0.1407 0.3810056 0.3624066
[227,] 0.1441 0.3822390 0.3631456
[228,] 0.1443 0.3823116 0.3631890
[229,] 0.1454 0.3827113 0.3634270
[230,] 0.1508 0.3846769 0.3645880
[231,] 0.1644 0.3896549 0.3674583
[232,] 0.1793 0.3951529 0.3705148
[233,] 0.1814 0.3959315 0.3709382
[234,] 0.1838 0.3968223 0.3714198
[235,] 0.1927 0.4001358 0.3731848
[236,] 0.1978 0.4020416 0.3741814
[237,] 0.2012 0.4033149 0.3748398
[238,] 0.2026 0.4038399 0.3751095
[239,] 0.2056 0.4049661 0.3756846
[240,] 0.2087 0.4061316 0.3762751
[241,] 0.2099 0.4065833 0.3765026
[242,] 0.2385 0.4174271 0.3817471
[243,] 0.2400 0.4179999 0.3820128
[244,] 0.2620 0.4264462 0.3858020
, , n=13
newdata fun 1der
[1,] -0.3064 0.2293490 -0.3156418729
[2,] -0.2579 0.2150885 -0.2721647522
[3,] -0.2523 0.2135787 -0.2670458694
[4,] -0.2394 0.2102103 -0.2551762948
[5,] -0.2304 0.2079512 -0.2468308900
[6,] -0.2187 0.2051271 -0.2359028466
[7,] -0.2181 0.2049857 -0.2353400263
[8,] -0.2102 0.2031559 -0.2279076507
[9,] -0.2015 0.2012089 -0.2196755107
[10,] -0.1881 0.1983507 -0.2068983890
[11,] -0.1846 0.1976324 -0.2035408181
[12,] -0.1842 0.1975511 -0.2031565569
[13,] -0.1831 0.1973282 -0.2020992688
[14,] -0.1807 0.1968459 -0.1997895572
[15,] -0.1782 0.1963495 -0.1973793769
[16,] -0.1754 0.1958006 -0.1946748495
[17,] -0.1697 0.1947067 -0.1891524712
[18,] -0.1683 0.1944428 -0.1877926646
[19,] -0.1663 0.1940692 -0.1858477352
[20,] -0.1512 0.1913742 -0.1710743389
[21,] -0.1505 0.1912547 -0.1703856597
[22,] -0.1419 0.1898258 -0.1618973631
[23,] -0.1353 0.1887789 -0.1553613073
[24,] -0.1337 0.1885316 -0.1537752727
[25,] -0.1285 0.1877453 -0.1486165199
[26,] -0.1247 0.1871878 -0.1448426576
[27,] -0.1209 0.1866445 -0.1410654137
[28,] -0.1167 0.1860608 -0.1368866309
[29,] -0.1154 0.1858837 -0.1355923609
[30,] -0.1141 0.1857083 -0.1342976952
[31,] -0.1138 0.1856681 -0.1339988699
[32,] -0.1124 0.1854814 -0.1326040736
[33,] -0.1123 0.1854682 -0.1325044277
[34,] -0.1121 0.1854417 -0.1323051289
[35,] -0.1053 0.1845651 -0.1255233969
[36,] -0.1039 0.1843903 -0.1241258138
[37,] -0.0988 0.1837703 -0.1190307365
[38,] -0.0984 0.1837227 -0.1186308650
[39,] -0.0977 0.1836399 -0.1179309997
[40,] -0.0955 0.1833829 -0.1157306760
[41,] -0.0948 0.1833021 -0.1150303353
[42,] -0.0923 0.1830177 -0.1125281818
[43,] -0.0909 0.1828611 -0.1111263365
[44,] -0.0902 0.1827836 -0.1104252418
[45,] -0.0888 0.1826300 -0.1090227080
[46,] -0.0871 0.1824461 -0.1073190142
[47,] -0.0866 0.1823926 -0.1068177990
[48,] -0.0807 0.1817798 -0.1008990382
[49,] -0.0806 0.1817697 -0.1007986500
[50,] -0.0707 0.1808210 -0.0908486228
[51,] -0.0693 0.1806948 -0.0894396959
[52,] -0.0680 0.1805794 -0.0881309956
[53,] -0.0671 0.1805005 -0.0872247405
[54,] -0.0648 0.1803025 -0.0849078934
[55,] -0.0644 0.1802687 -0.0845048370
[56,] -0.0637 0.1802098 -0.0837993981
[57,] -0.0636 0.1802014 -0.0836986118
[58,] -0.0606 0.1799548 -0.0806739325
[59,] -0.0541 0.1794518 -0.0741132304
[60,] -0.0537 0.1794222 -0.0737091717
[61,] -0.0520 0.1792983 -0.0719915043
[62,] -0.0518 0.1792840 -0.0717893813
[63,] -0.0516 0.1792696 -0.0715872489
[64,] -0.0514 0.1792553 -0.0713851071
[65,] -0.0507 0.1792056 -0.0706775372
[66,] -0.0468 0.1789377 -0.0667332615
[67,] -0.0467 0.1789310 -0.0666320794
[68,] -0.0465 0.1789177 -0.0664297081
[69,] -0.0407 0.1785494 -0.0605568671
[70,] -0.0378 0.1783781 -0.0576174924
[71,] -0.0374 0.1783551 -0.0572119068
[72,] -0.0365 0.1783040 -0.0562992023
[73,] -0.0361 0.1782816 -0.0558934950
[74,] -0.0358 0.1782649 -0.0555891899
[75,] -0.0345 0.1781935 -0.0542702910
[76,] -0.0339 0.1781611 -0.0536614349
[77,] -0.0321 0.1780661 -0.0518343609
[78,] -0.0306 0.1779895 -0.0503112196
[79,] -0.0302 0.1779695 -0.0499049596
[80,] -0.0293 0.1779250 -0.0489907376
[81,] -0.0290 0.1779103 -0.0486859547
[82,] -0.0262 0.1777780 -0.0458402987
[83,] -0.0261 0.1777734 -0.0457386342
[84,] -0.0254 0.1777416 -0.0450269169
[85,] -0.0244 0.1776971 -0.0440099789
[86,] -0.0243 0.1776927 -0.0439082723
[87,] -0.0240 0.1776796 -0.0436031382
[88,] -0.0206 0.1775372 -0.0401434788
[89,] -0.0195 0.1774937 -0.0390235976
[90,] -0.0193 0.1774859 -0.0388199524
[91,] -0.0191 0.1774782 -0.0386162978
[92,] -0.0190 0.1774743 -0.0385144670
[93,] -0.0186 0.1774590 -0.0381071204
[94,] -0.0153 0.1773388 -0.0347450812
[95,] -0.0148 0.1773215 -0.0342354589
[96,] -0.0142 0.1773012 -0.0336238348
[97,] -0.0117 0.1772203 -0.0310744936
[98,] -0.0109 0.1771958 -0.0302583953
[99,] -0.0096 0.1771573 -0.0289319159
[100,] -0.0088 0.1771345 -0.0281154241
[101,] -0.0078 0.1771069 -0.0270945987
[102,] -0.0075 0.1770988 -0.0267883054
[103,] -0.0073 0.1770934 -0.0265840982
[104,] -0.0064 0.1770699 -0.0256650497
[105,] -0.0060 0.1770597 -0.0252565228
[106,] -0.0052 0.1770399 -0.0244393566
[107,] -0.0048 0.1770302 -0.0240307173
[108,] -0.0039 0.1770090 -0.0231111419
[109,] -0.0024 0.1769754 -0.0215780947
[110,] -0.0014 0.1769544 -0.0205557705
[111,] -0.0006 0.1769383 -0.0197377425
[112,] -0.0001 0.1769285 -0.0192263989
[113,] 0.0021 0.1768887 -0.0169757916
[114,] 0.0044 0.1768524 -0.0146216720
[115,] 0.0056 0.1768355 -0.0133929440
[116,] 0.0064 0.1768252 -0.0125736046
[117,] 0.0072 0.1768154 -0.0117541153
[118,] 0.0080 0.1768064 -0.0109344762
[119,] 0.0084 0.1768021 -0.0105246004
[120,] 0.0085 0.1768010 -0.0104221256
[121,] 0.0099 0.1767874 -0.0089872325
[122,] 0.0107 0.1767806 -0.0081670875
[123,] 0.0137 0.1767607 -0.0050902090
[124,] 0.0159 0.1767520 -0.0028324919
[125,] 0.0160 0.1767517 -0.0027298415
[126,] 0.0164 0.1767507 -0.0023192163
[127,] 0.0170 0.1767495 -0.0017032083
[128,] 0.0183 0.1767481 -0.0003682351
[129,] 0.0189 0.1767481 0.0002480398
[130,] 0.0190 0.1767481 0.0003507605
[131,] 0.0196 0.1767485 0.0009671338
[132,] 0.0197 0.1767486 0.0010698709
[133,] 0.0207 0.1767502 0.0020973705
[134,] 0.0211 0.1767511 0.0025084360
[135,] 0.0215 0.1767522 0.0029195389
[136,] 0.0224 0.1767552 0.0038444718
[137,] 0.0225 0.1767556 0.0039471804
[138,] 0.0230 0.1767577 0.0044604703
[139,] 0.0233 0.1767591 0.0047682418
[140,] 0.0240 0.1767627 0.0054857849
[141,] 0.0248 0.1767674 0.0063048219
[142,] 0.0250 0.1767687 0.0065094125
[143,] 0.0267 0.1767813 0.0082457076
[144,] 0.0286 0.1767988 0.0101805031
[145,] 0.0293 0.1768061 0.0108917873
[146,] 0.0308 0.1768236 0.0124131842
[147,] 0.0312 0.1768287 0.0128182489
[148,] 0.0316 0.1768339 0.0132230438
[149,] 0.0326 0.1768476 0.0142338499
[150,] 0.0332 0.1768563 0.0148395238
[151,] 0.0339 0.1768670 0.0155453758
[152,] 0.0350 0.1768847 0.0166529016
[153,] 0.0382 0.1769431 0.0198631880
[154,] 0.0396 0.1769719 0.0212622560
[155,] 0.0398 0.1769762 0.0214618530
[156,] 0.0413 0.1770095 0.0229566791
[157,] 0.0415 0.1770141 0.0231557024
[158,] 0.0421 0.1770282 0.0237523676
[159,] 0.0441 0.1770776 0.0257368652
[160,] 0.0443 0.1770828 0.0259349438
[161,] 0.0455 0.1771146 0.0271219984
[162,] 0.0467 0.1771479 0.0283066237
[163,] 0.0468 0.1771507 0.0284052328
[164,] 0.0470 0.1771564 0.0286024004
[165,] 0.0476 0.1771738 0.0291934984
[166,] 0.0491 0.1772187 0.0306685862
[167,] 0.0507 0.1772690 0.0322378294
[168,] 0.0512 0.1772852 0.0327273322
[169,] 0.0525 0.1773286 0.0339980657
[170,] 0.0531 0.1773492 0.0345835964
[171,] 0.0544 0.1773950 0.0358501630
[172,] 0.0546 0.1774022 0.0360447663
[173,] 0.0564 0.1774686 0.0377931596
[174,] 0.0579 0.1775264 0.0392459786
[175,] 0.0623 0.1777084 0.0434856835
[176,] 0.0628 0.1777303 0.0439654015
[177,] 0.0631 0.1777435 0.0442530299
[178,] 0.0648 0.1778201 0.0458800561
[179,] 0.0669 0.1779186 0.0478831807
[180,] 0.0672 0.1779330 0.0481687340
[181,] 0.0680 0.1779718 0.0489294672
[182,] 0.0693 0.1780362 0.0501633559
[183,] 0.0694 0.1780413 0.0502581524
[184,] 0.0702 0.1780818 0.0510159164
[185,] 0.0747 0.1783209 0.0552582215
[186,] 0.0750 0.1783375 0.0555398271
[187,] 0.0770 0.1784505 0.0574133181
[188,] 0.0783 0.1785259 0.0586274686
[189,] 0.0790 0.1785672 0.0592800610
[190,] 0.0807 0.1786693 0.0608614867
[191,] 0.0814 0.1787121 0.0615112449
[192,] 0.0827 0.1787929 0.0627157456
[193,] 0.0829 0.1788054 0.0629008003
[194,] 0.0835 0.1788433 0.0634555596
[195,] 0.0850 0.1789396 0.0648398009
[196,] 0.0871 0.1790777 0.0667713616
[197,] 0.0879 0.1791315 0.0675052373
[198,] 0.0880 0.1791382 0.0675968959
[199,] 0.0913 0.1793663 0.0706121637
[200,] 0.0935 0.1795238 0.0726121357
[201,] 0.0962 0.1797232 0.0750554871
[202,] 0.1000 0.1800149 0.0784734432
[203,] 0.1011 0.1801017 0.0794583049
[204,] 0.1013 0.1801177 0.0796371514
[205,] 0.1025 0.1802139 0.0807088131
[206,] 0.1058 0.1804850 0.0836433565
[207,] 0.1065 0.1805438 0.0842634735
[208,] 0.1086 0.1807227 0.0861188649
[209,] 0.1109 0.1809231 0.0881424237
[210,] 0.1110 0.1809319 0.0882302021
[211,] 0.1121 0.1810295 0.0891946508
[212,] 0.1123 0.1810474 0.0893697858
[213,] 0.1130 0.1811101 0.0899822269
[214,] 0.1131 0.1811192 0.0900696510
[215,] 0.1146 0.1812552 0.0913789881
[216,] 0.1150 0.1812919 0.0917274831
[217,] 0.1242 0.1821723 0.0996355417
[218,] 0.1246 0.1822122 0.0999746936
[219,] 0.1288 0.1826395 0.1035122593
[220,] 0.1304 0.1828062 0.1048486013
[221,] 0.1330 0.1830817 0.1070068578
[222,] 0.1331 0.1830924 0.1070895388
[223,] 0.1351 0.1833082 0.1087380443
[224,] 0.1361 0.1834173 0.1095586434
[225,] 0.1377 0.1835937 0.1108665354
[226,] 0.1407 0.1839299 0.1133020262
[227,] 0.1441 0.1843198 0.1160372330
[228,] 0.1443 0.1843430 0.1161974437
[229,] 0.1454 0.1844713 0.1170772945
[230,] 0.1508 0.1851152 0.1213644504
[231,] 0.1644 0.1868379 0.1319253318
[232,] 0.1793 0.1888874 0.1431072134
[233,] 0.1814 0.1891896 0.1446505228
[234,] 0.1838 0.1895388 0.1464044244
[235,] 0.1927 0.1908705 0.1528164686
[236,] 0.1978 0.1916591 0.1564254650
[237,] 0.2012 0.1921950 0.1588050232
[238,] 0.2026 0.1924180 0.1597786933
[239,] 0.2056 0.1929004 0.1618530533
[240,] 0.2087 0.1934055 0.1639792585
[241,] 0.2099 0.1936027 0.1647975850
[242,] 0.2385 0.1985873 0.1835213156
[243,] 0.2400 0.1988632 0.1844620235
[244,] 0.2620 0.2030696 0.1977860889
, , n=20
newdata fun 1der
[1,] -0.3064 0.4426582 -0.050151840
[2,] -0.2579 0.4411971 -0.010289706
[3,] -0.2523 0.4411522 -0.005751170
[4,] -0.2394 0.4411451 0.004633862
[5,] -0.2304 0.4412191 0.011821580
[6,] -0.2187 0.4414118 0.021104177
[7,] -0.2181 0.4414246 0.021578897
[8,] -0.2102 0.4416198 0.027817941
[9,] -0.2015 0.4418916 0.034664189
[10,] -0.1881 0.4424264 0.045158545
[11,] -0.1846 0.4425893 0.047889534
[12,] -0.1842 0.4426085 0.048201381
[13,] -0.1831 0.4426620 0.049058680
[14,] -0.1807 0.4427820 0.050927720
[15,] -0.1782 0.4429117 0.052872550
[16,] -0.1754 0.4430628 0.055048232
[17,] -0.1697 0.4433892 0.059469047
[18,] -0.1683 0.4434732 0.060553168
[19,] -0.1663 0.4435959 0.062100754
[20,] -0.1512 0.4446216 0.073741052
[21,] -0.1505 0.4446734 0.074278785
[22,] -0.1419 0.4453405 0.080871593
[23,] -0.1353 0.4458909 0.085914103
[24,] -0.1337 0.4460294 0.087134295
[25,] -0.1285 0.4464928 0.091093896
[26,] -0.1247 0.4468444 0.093981626
[27,] -0.1209 0.4472070 0.096864437
[28,] -0.1167 0.4476205 0.100044979
[29,] -0.1154 0.4477512 0.101028215
[30,] -0.1141 0.4478832 0.102010875
[31,] -0.1138 0.4479139 0.102237561
[32,] -0.1124 0.4480577 0.103295023
[33,] -0.1123 0.4480681 0.103370531
[34,] -0.1121 0.4480888 0.103521536
[35,] -0.1053 0.4488101 0.108647589
[36,] -0.1039 0.4489630 0.109700998
[37,] -0.0988 0.4495322 0.113532769
[38,] -0.0984 0.4495777 0.113832925
[39,] -0.0977 0.4496576 0.114358067
[40,] -0.0955 0.4499110 0.116007429
[41,] -0.0948 0.4499924 0.116531880
[42,] -0.0923 0.4502860 0.118403556
[43,] -0.0909 0.4504525 0.119450765
[44,] -0.0902 0.4505363 0.119974119
[45,] -0.0888 0.4507050 0.121020327
[46,] -0.0871 0.4509118 0.122289824
[47,] -0.0866 0.4509731 0.122663018
[48,] -0.0807 0.4517098 0.127060277
[49,] -0.0806 0.4517225 0.127134705
[50,] -0.0707 0.4530175 0.134486179
[51,] -0.0693 0.4532065 0.135523086
[52,] -0.0680 0.4533833 0.136485332
[53,] -0.0671 0.4535065 0.137151164
[54,] -0.0648 0.4538239 0.138851482
[55,] -0.0644 0.4538795 0.139147006
[56,] -0.0637 0.4539771 0.139664041
[57,] -0.0636 0.4539910 0.139737890
[58,] -0.0606 0.4544136 0.141951762
[59,] -0.0541 0.4553518 0.146737967
[60,] -0.0537 0.4554106 0.147032033
[61,] -0.0520 0.4556616 0.148281203
[62,] -0.0518 0.4556913 0.148428100
[63,] -0.0516 0.4557210 0.148574983
[64,] -0.0514 0.4557507 0.148721852
[65,] -0.0507 0.4558550 0.149235787
[66,] -0.0468 0.4564426 0.152096085
[67,] -0.0467 0.4564578 0.152169358
[68,] -0.0465 0.4564882 0.152315894
[69,] -0.0407 0.4573840 0.156559495
[70,] -0.0378 0.4578411 0.158676999
[71,] -0.0374 0.4579046 0.158968843
[72,] -0.0365 0.4580480 0.159625294
[73,] -0.0361 0.4581119 0.159916962
[74,] -0.0358 0.4581599 0.160135677
[75,] -0.0345 0.4583687 0.161083087
[76,] -0.0339 0.4584655 0.161520159
[77,] -0.0321 0.4587574 0.162830639
[78,] -0.0306 0.4590024 0.163921863
[79,] -0.0302 0.4590681 0.164212726
[80,] -0.0293 0.4592162 0.164866970
[81,] -0.0290 0.4592656 0.165084990
[82,] -0.0262 0.4597307 0.167118364
[83,] -0.0261 0.4597474 0.167190936
[84,] -0.0254 0.4598647 0.167698838
[85,] -0.0244 0.4600327 0.168424123
[86,] -0.0243 0.4600496 0.168496633
[87,] -0.0240 0.4601001 0.168714142
[88,] -0.0206 0.4606780 0.171177101
[89,] -0.0195 0.4608667 0.171973098
[90,] -0.0193 0.4609011 0.172117780
[91,] -0.0191 0.4609355 0.172262449
[92,] -0.0190 0.4609528 0.172334778
[93,] -0.0186 0.4610218 0.172624061
[94,] -0.0153 0.4615954 0.175008566
[95,] -0.0148 0.4616830 0.175369531
[96,] -0.0142 0.4617883 0.175802576
[97,] -0.0117 0.4622301 0.177605613
[98,] -0.0109 0.4623724 0.178182135
[99,] -0.0096 0.4626046 0.179118518
[100,] -0.0088 0.4627481 0.179694468
[101,] -0.0078 0.4629282 0.180414099
[102,] -0.0075 0.4629824 0.180629922
[103,] -0.0073 0.4630185 0.180773787
[104,] -0.0064 0.4631815 0.181421010
[105,] -0.0060 0.4632541 0.181708576
[106,] -0.0052 0.4633997 0.182283544
[107,] -0.0048 0.4634727 0.182570947
[108,] -0.0039 0.4636373 0.183217404
[109,] -0.0024 0.4639129 0.184294218
[110,] -0.0014 0.4640976 0.185011669
[111,] -0.0006 0.4642458 0.185585384
[112,] -0.0001 0.4643387 0.185943845
[113,] 0.0021 0.4647495 0.187520063
[114,] 0.0044 0.4651827 0.189166164
[115,] 0.0056 0.4654102 0.190024284
[116,] 0.0064 0.4655625 0.190596092
[117,] 0.0072 0.4657152 0.191167681
[118,] 0.0080 0.4658683 0.191739053
[119,] 0.0084 0.4659451 0.192024657
[120,] 0.0085 0.4659643 0.192096049
[121,] 0.0099 0.4662339 0.193095187
[122,] 0.0107 0.4663886 0.193665822
[123,] 0.0137 0.4669728 0.195803765
[124,] 0.0159 0.4674053 0.197369641
[125,] 0.0160 0.4674251 0.197440778
[126,] 0.0164 0.4675041 0.197725292
[127,] 0.0170 0.4676229 0.198151960
[128,] 0.0183 0.4678811 0.199075988
[129,] 0.0189 0.4680006 0.199502269
[130,] 0.0190 0.4680206 0.199573304
[131,] 0.0196 0.4681405 0.199999441
[132,] 0.0197 0.4681605 0.200070452
[133,] 0.0207 0.4683609 0.200780374
[134,] 0.0211 0.4684413 0.201064248
[135,] 0.0215 0.4685217 0.201348067
[136,] 0.0224 0.4687032 0.201986460
[137,] 0.0225 0.4687234 0.202057376
[138,] 0.0230 0.4688246 0.202411903
[139,] 0.0233 0.4688853 0.202624578
[140,] 0.0240 0.4690273 0.203120701
[141,] 0.0248 0.4691900 0.203687494
[142,] 0.0250 0.4692308 0.203829158
[143,] 0.0267 0.4695783 0.205032754
[144,] 0.0286 0.4699692 0.206376785
[145,] 0.0293 0.4701138 0.206871644
[146,] 0.0308 0.4704249 0.207931494
[147,] 0.0312 0.4705081 0.208213992
[148,] 0.0316 0.4705915 0.208496435
[149,] 0.0326 0.4708003 0.209202303
[150,] 0.0332 0.4709260 0.209625661
[151,] 0.0339 0.4710729 0.210119423
[152,] 0.0350 0.4713044 0.210894998
[153,] 0.0382 0.4719829 0.213148872
[154,] 0.0396 0.4722820 0.214133845
[155,] 0.0398 0.4723249 0.214274501
[156,] 0.0413 0.4726471 0.215328987
[157,] 0.0415 0.4726901 0.215469527
[158,] 0.0421 0.4728195 0.215891065
[159,] 0.0441 0.4732527 0.217295308
[160,] 0.0443 0.4732962 0.217435658
[161,] 0.0455 0.4735576 0.218277468
[162,] 0.0467 0.4738201 0.219118787
[163,] 0.0468 0.4738420 0.219188875
[164,] 0.0470 0.4738858 0.219329041
[165,] 0.0476 0.4740176 0.219749455
[166,] 0.0491 0.4743480 0.220799955
[167,] 0.0507 0.4747021 0.221919643
[168,] 0.0512 0.4748132 0.222269367
[169,] 0.0525 0.4751027 0.223178250
[170,] 0.0531 0.4752368 0.223597540
[171,] 0.0544 0.4755280 0.224505582
[172,] 0.0546 0.4755730 0.224645230
[173,] 0.0564 0.4759784 0.225901445
[174,] 0.0579 0.4763181 0.226947448
[175,] 0.0623 0.4773234 0.230011303
[176,] 0.0628 0.4774385 0.230359051
[177,] 0.0631 0.4775076 0.230567659
[178,] 0.0648 0.4779006 0.231749191
[179,] 0.0669 0.4783888 0.233207372
[180,] 0.0672 0.4784588 0.233415561
[181,] 0.0680 0.4786457 0.233970582
[182,] 0.0693 0.4789505 0.234872025
[183,] 0.0694 0.4789740 0.234941343
[184,] 0.0702 0.4791622 0.235495764
[185,] 0.0747 0.4802289 0.238610320
[186,] 0.0750 0.4803005 0.238817712
[187,] 0.0770 0.4807795 0.240199541
[188,] 0.0783 0.4810924 0.241096999
[189,] 0.0790 0.4812613 0.241580007
[190,] 0.0807 0.4816730 0.242752331
[191,] 0.0814 0.4818431 0.243234767
[192,] 0.0827 0.4821599 0.244130277
[193,] 0.0829 0.4822087 0.244267996
[194,] 0.0835 0.4823554 0.244681073
[195,] 0.0850 0.4827232 0.245713229
[196,] 0.0871 0.4832407 0.247156960
[197,] 0.0879 0.4834387 0.247706558
[198,] 0.0880 0.4834634 0.247775242
[199,] 0.0913 0.4842848 0.250039915
[200,] 0.0935 0.4848366 0.251547636
[201,] 0.0962 0.4855182 0.253395767
[202,] 0.1000 0.4864861 0.255992634
[203,] 0.1011 0.4867681 0.256743441
[204,] 0.1013 0.4868195 0.256879907
[205,] 0.1025 0.4871282 0.257698417
[206,] 0.1058 0.4879823 0.259946790
[207,] 0.1065 0.4881644 0.260423241
[208,] 0.1086 0.4887128 0.261851591
[209,] 0.1109 0.4893169 0.263414252
[210,] 0.1110 0.4893432 0.263482153
[211,] 0.1121 0.4896335 0.264228837
[212,] 0.1123 0.4896863 0.264364554
[213,] 0.1130 0.4898716 0.264839455
[214,] 0.1131 0.4898980 0.264907284
[215,] 0.1146 0.4902962 0.265924315
[216,] 0.1150 0.4904026 0.266195394
[217,] 0.1242 0.4928802 0.272415167
[218,] 0.1246 0.4929892 0.272684937
[219,] 0.1288 0.4941405 0.275514241
[220,] 0.1304 0.4945821 0.276590490
[221,] 0.1330 0.4953036 0.278337535
[222,] 0.1331 0.4953314 0.278404683
[223,] 0.1351 0.4958895 0.279746929
[224,] 0.1361 0.4961696 0.280417540
[225,] 0.1377 0.4966192 0.281489811
[226,] 0.1407 0.4974666 0.283497968
[227,] 0.1441 0.4984344 0.285770172
[228,] 0.1443 0.4984916 0.285903709
[229,] 0.1454 0.4988065 0.286637916
[230,] 0.1508 0.5003640 0.290236226
[231,] 0.1644 0.5043726 0.299254627
[232,] 0.1793 0.5089047 0.309062753
[233,] 0.1814 0.5095552 0.310439026
[234,] 0.1838 0.5103021 0.312010070
[235,] 0.1927 0.5131049 0.317818895
[236,] 0.1978 0.5147342 0.321135386
[237,] 0.2012 0.5158298 0.323341458
[238,] 0.2026 0.5162831 0.324248696
[239,] 0.2056 0.5172588 0.326190529
[240,] 0.2087 0.5182731 0.328193869
[241,] 0.2099 0.5186674 0.328968477
[242,] 0.2385 0.5283385 0.347284797
[243,] 0.2400 0.5288601 0.348237753
[244,] 0.2620 0.5366744 0.362126385
, , n=30
newdata fun 1der
[1,] -0.3064 0.2391261 -0.4987005375
[2,] -0.2579 0.2167494 -0.4237290722
[3,] -0.2523 0.2144011 -0.4149481702
[4,] -0.2394 0.2091792 -0.3946227396
[5,] -0.2304 0.2056917 -0.3803612724
[6,] -0.2187 0.2013504 -0.3617219158
[7,] -0.2181 0.2011337 -0.3607630209
[8,] -0.2102 0.1983336 -0.3481099986
[9,] -0.2015 0.1953659 -0.3341163550
[10,] -0.1881 0.1910338 -0.3124413246
[11,] -0.1846 0.1899502 -0.3067556476
[12,] -0.1842 0.1898276 -0.3061052154
[13,] -0.1831 0.1894919 -0.3043158492
[14,] -0.1807 0.1887662 -0.3004083283
[15,] -0.1782 0.1880203 -0.2963329639
[16,] -0.1754 0.1871969 -0.2917624620
[17,] -0.1697 0.1855604 -0.2824383314
[18,] -0.1683 0.1851666 -0.2801441124
[19,] -0.1663 0.1846096 -0.2768638645
[20,] -0.1512 0.1806165 -0.2519919653
[21,] -0.1505 0.1804405 -0.2508344218
[22,] -0.1419 0.1783446 -0.2365803318
[23,] -0.1353 0.1768194 -0.2255999525
[24,] -0.1337 0.1764606 -0.2229326550
[25,] -0.1285 0.1753239 -0.2142494183
[26,] -0.1247 0.1745218 -0.2078899328
[27,] -0.1209 0.1737439 -0.2015185884
[28,] -0.1167 0.1729124 -0.1944627792
[29,] -0.1154 0.1726610 -0.1922759023
[30,] -0.1141 0.1724125 -0.1900876374
[31,] -0.1138 0.1723555 -0.1895824561
[32,] -0.1124 0.1720917 -0.1872239662
[33,] -0.1123 0.1720730 -0.1870554410
[34,] -0.1121 0.1720356 -0.1867183660
[35,] -0.1053 0.1708050 -0.1752382715
[36,] -0.1039 0.1705613 -0.1728700086
[37,] -0.0988 0.1697017 -0.1642291531
[38,] -0.0984 0.1696361 -0.1635505356
[39,] -0.0977 0.1695221 -0.1623626387
[40,] -0.0955 0.1691690 -0.1586266288
[41,] -0.0948 0.1690584 -0.1574370648
[42,] -0.0923 0.1686701 -0.1531853370
[43,] -0.0909 0.1684573 -0.1508021274
[44,] -0.0902 0.1683521 -0.1496099190
[45,] -0.0888 0.1681444 -0.1472242949
[46,] -0.0871 0.1678965 -0.1443253017
[47,] -0.0866 0.1678246 -0.1434722049
[48,] -0.0807 0.1670078 -0.1333901580
[49,] -0.0806 0.1669945 -0.1332190295
[50,] -0.0707 0.1657596 -0.1162366535
[51,] -0.0693 0.1655986 -0.1138286094
[52,] -0.0680 0.1654521 -0.1115911270
[53,] -0.0671 0.1653523 -0.1100412877
[54,] -0.0648 0.1651038 -0.1060775652
[55,] -0.0644 0.1650615 -0.1053877787
[56,] -0.0637 0.1649881 -0.1041803361
[57,] -0.0636 0.1649777 -0.1040078114
[58,] -0.0606 0.1646735 -0.0988282531
[59,] -0.0541 0.1640676 -0.0875805206
[60,] -0.0537 0.1640327 -0.0868872191
[61,] -0.0520 0.1638875 -0.0839392219
[62,] -0.0518 0.1638708 -0.0835922427
[63,] -0.0516 0.1638541 -0.0832452306
[64,] -0.0514 0.1638375 -0.0828981856
[65,] -0.0507 0.1637799 -0.0816832697
[66,] -0.0468 0.1634745 -0.0749070855
[67,] -0.0467 0.1634670 -0.0747331729
[68,] -0.0465 0.1634521 -0.0743853231
[69,] -0.0407 0.1630500 -0.0642833902
[70,] -0.0378 0.1628709 -0.0592220637
[71,] -0.0374 0.1628473 -0.0585234077
[72,] -0.0365 0.1627954 -0.0569509512
[73,] -0.0361 0.1627727 -0.0562518681
[74,] -0.0358 0.1627559 -0.0557274696
[75,] -0.0345 0.1626850 -0.0534542218
[76,] -0.0339 0.1626532 -0.0524045624
[77,] -0.0321 0.1625617 -0.0492538104
[78,] -0.0306 0.1624898 -0.0466261510
[79,] -0.0302 0.1624713 -0.0459251298
[80,] -0.0293 0.1624307 -0.0443473516
[81,] -0.0290 0.1624175 -0.0438212777
[82,] -0.0262 0.1623016 -0.0389076906
[83,] -0.0261 0.1622978 -0.0387320862
[84,] -0.0254 0.1622711 -0.0375026259
[85,] -0.0244 0.1622344 -0.0357455560
[86,] -0.0243 0.1622309 -0.0355698038
[87,] -0.0240 0.1622203 -0.0350424980
[88,] -0.0206 0.1621113 -0.0290612004
[89,] -0.0195 0.1620804 -0.0271240421
[90,] -0.0193 0.1620750 -0.0267717247
[91,] -0.0191 0.1620697 -0.0264193745
[92,] -0.0190 0.1620671 -0.0262431871
[93,] -0.0186 0.1620567 -0.0255383553
[94,] -0.0153 0.1619820 -0.0197184790
[95,] -0.0148 0.1619724 -0.0188358994
[96,] -0.0142 0.1619614 -0.0177765328
[97,] -0.0117 0.1619225 -0.0133593231
[98,] -0.0109 0.1619124 -0.0119447319
[99,] -0.0096 0.1618983 -0.0096449003
[100,] -0.0088 0.1618912 -0.0082289295
[101,] -0.0078 0.1618838 -0.0064582268
[102,] -0.0075 0.1618820 -0.0059268558
[103,] -0.0073 0.1618808 -0.0055725675
[104,] -0.0064 0.1618765 -0.0039778633
[105,] -0.0060 0.1618751 -0.0032688924
[106,] -0.0052 0.1618730 -0.0018505563
[107,] -0.0048 0.1618724 -0.0011411912
[108,] -0.0039 0.1618721 0.0004553607
[109,] -0.0024 0.1618748 0.0031177589
[110,] -0.0014 0.1618788 0.0048937176
[111,] -0.0006 0.1618833 0.0063150759
[112,] -0.0001 0.1618867 0.0072036917
[113,] 0.0021 0.1619068 0.0111160404
[114,] 0.0044 0.1619371 0.0152099818
[115,] 0.0056 0.1619566 0.0173453702
[116,] 0.0064 0.1619711 0.0187684028
[117,] 0.0072 0.1619867 0.0201909876
[118,] 0.0080 0.1620034 0.0216131246
[119,] 0.0084 0.1620122 0.0223240252
[120,] 0.0085 0.1620144 0.0225017328
[121,] 0.0099 0.1620477 0.0249889054
[122,] 0.0107 0.1620682 0.0264095312
[123,] 0.0137 0.1621554 0.0317328898
[124,] 0.0159 0.1622295 0.0356326841
[125,] 0.0160 0.1622331 0.0358098670
[126,] 0.0164 0.1622476 0.0365185287
[127,] 0.0170 0.1622698 0.0375813114
[128,] 0.0183 0.1623202 0.0398831431
[129,] 0.0189 0.1623444 0.0409451282
[130,] 0.0190 0.1623485 0.0411221012
[131,] 0.0196 0.1623735 0.0421837924
[132,] 0.0197 0.1623777 0.0423607165
[133,] 0.0207 0.1624210 0.0441295721
[134,] 0.0211 0.1624388 0.0448369185
[135,] 0.0215 0.1624568 0.0455441529
[136,] 0.0224 0.1624985 0.0471350211
[137,] 0.0225 0.1625033 0.0473117492
[138,] 0.0230 0.1625271 0.0481952850
[139,] 0.0233 0.1625417 0.0487253225
[140,] 0.0240 0.1625762 0.0499614431
[141,] 0.0248 0.1626168 0.0513724004
[142,] 0.0250 0.1626271 0.0517248451
[143,] 0.0267 0.1627175 0.0547158655
[144,] 0.0286 0.1628247 0.0580486925
[145,] 0.0293 0.1628657 0.0592738946
[146,] 0.0308 0.1629566 0.0618944654
[147,] 0.0312 0.1629815 0.0625921646
[148,] 0.0316 0.1630067 0.0632893922
[149,] 0.0326 0.1630708 0.0650303985
[150,] 0.0332 0.1631102 0.0660735878
[151,] 0.0339 0.1631569 0.0672893012
[152,] 0.0350 0.1632319 0.0691967906
[153,] 0.0382 0.1634622 0.0747255769
[154,] 0.0396 0.1635685 0.0771349103
[155,] 0.0398 0.1635840 0.0774785697
[156,] 0.0413 0.1637021 0.0800509526
[157,] 0.0415 0.1637182 0.0803932620
[158,] 0.0421 0.1637667 0.0814192372
[159,] 0.0441 0.1639330 0.0848288311
[160,] 0.0443 0.1639500 0.0851689169
[161,] 0.0455 0.1640534 0.0872060968
[162,] 0.0467 0.1641593 0.0892375591
[163,] 0.0468 0.1641682 0.0894065896
[164,] 0.0470 0.1641861 0.0897445313
[165,] 0.0476 0.1642402 0.0907574036
[166,] 0.0491 0.1643783 0.0932833308
[167,] 0.0507 0.1645297 0.0959678061
[168,] 0.0512 0.1645779 0.0968046201
[169,] 0.0525 0.1647051 0.0989756909
[170,] 0.0531 0.1647648 0.0999754603
[171,] 0.0544 0.1648962 0.1021367238
[172,] 0.0546 0.1649167 0.1024686303
[173,] 0.0564 0.1651038 0.1054486417
[174,] 0.0579 0.1652638 0.1079221573
[175,] 0.0623 0.1657545 0.1151277755
[176,] 0.0628 0.1658123 0.1159421156
[177,] 0.0631 0.1658472 0.1164302849
[178,] 0.0648 0.1660474 0.1191904179
[179,] 0.0669 0.1663013 0.1225855368
[180,] 0.0672 0.1663382 0.1230692494
[181,] 0.0680 0.1664371 0.1243575553
[182,] 0.0693 0.1666002 0.1264461067
[183,] 0.0694 0.1666128 0.1266065108
[184,] 0.0702 0.1667146 0.1278884397
[185,] 0.0747 0.1673063 0.1350560815
[186,] 0.0750 0.1673468 0.1355313154
[187,] 0.0770 0.1676211 0.1386912083
[188,] 0.0783 0.1678027 0.1407373666
[189,] 0.0790 0.1679016 0.1418366078
[190,] 0.0807 0.1681450 0.1444988020
[191,] 0.0814 0.1682465 0.1455919560
[192,] 0.0827 0.1684371 0.1476173888
[193,] 0.0829 0.1684667 0.1479284504
[194,] 0.0835 0.1685557 0.1488607654
[195,] 0.0850 0.1687807 0.1511858463
[196,] 0.0871 0.1691016 0.1544272633
[197,] 0.0879 0.1692257 0.1556578858
[198,] 0.0880 0.1692412 0.1558115505
[199,] 0.0913 0.1697638 0.1608621606
[200,] 0.0935 0.1701213 0.1642073128
[201,] 0.0962 0.1705702 0.1682887585
[202,] 0.1000 0.1712206 0.1739882671
[203,] 0.1011 0.1714129 0.1756283600
[204,] 0.1013 0.1714480 0.1759260877
[205,] 0.1025 0.1716602 0.1777094102
[206,] 0.1058 0.1722547 0.1825866436
[207,] 0.1065 0.1723829 0.1836161356
[208,] 0.1086 0.1727717 0.1866939590
[209,] 0.1109 0.1732049 0.1900465743
[210,] 0.1110 0.1732240 0.1901919054
[211,] 0.1121 0.1734340 0.1917881559
[212,] 0.1123 0.1734724 0.1920779123
[213,] 0.1130 0.1736072 0.1930909181
[214,] 0.1131 0.1736266 0.1932354883
[215,] 0.1146 0.1739180 0.1953996930
[216,] 0.1150 0.1739963 0.1959754374
[217,] 0.1242 0.1758597 0.2090575545
[218,] 0.1246 0.1759434 0.2096194027
[219,] 0.1288 0.1768362 0.2154848202
[220,] 0.1304 0.1771827 0.2177029395
[221,] 0.1330 0.1777534 0.2212881725
[222,] 0.1331 0.1777756 0.2214255911
[223,] 0.1351 0.1782211 0.2241665742
[224,] 0.1361 0.1784460 0.2255317881
[225,] 0.1377 0.1788086 0.2277088120
[226,] 0.1407 0.1794978 0.2317664545
[227,] 0.1441 0.1802936 0.2363268354
[228,] 0.1443 0.1803409 0.2365938265
[229,] 0.1454 0.1806019 0.2380597616
[230,] 0.1508 0.1819068 0.2451882595
[231,] 0.1644 0.1853607 0.2626260051
[232,] 0.1793 0.1894113 0.2809402234
[233,] 0.1814 0.1900039 0.2834550983
[234,] 0.1838 0.1906876 0.2863091768
[235,] 0.1927 0.1932823 0.2967062118
[236,] 0.1978 0.1948103 0.3025314161
[237,] 0.2012 0.1958455 0.3063611951
[238,] 0.2026 0.1962755 0.3079256785
[239,] 0.2056 0.1972043 0.3112536198
[240,] 0.2087 0.1981744 0.3146573615
[241,] 0.2099 0.1985528 0.3159653526
[242,] 0.2385 0.2080198 0.3455557721
[243,] 0.2400 0.2085392 0.3470238373
[244,] 0.2620 0.2164033 0.3675949756
, , n=44
newdata fun 1der
[1,] -0.3064 0.2408518 -0.328944461
[2,] -0.2579 0.2258422 -0.289165438
[3,] -0.2523 0.2242367 -0.284247413
[4,] -0.2394 0.2206442 -0.272659608
[5,] -0.2304 0.2182276 -0.264332289
[6,] -0.2187 0.2151997 -0.253190671
[7,] -0.2181 0.2150480 -0.252609673
[8,] -0.2102 0.2130828 -0.244872232
[9,] -0.2015 0.2109902 -0.236149418
[10,] -0.1881 0.2079184 -0.222228919
[11,] -0.1846 0.2071471 -0.218495372
[12,] -0.1842 0.2070598 -0.218066106
[13,] -0.1831 0.2068206 -0.216882905
[14,] -0.1807 0.2063032 -0.214287514
[15,] -0.1782 0.2057709 -0.211563770
[16,] -0.1754 0.2051828 -0.208488691
[17,] -0.1697 0.2040124 -0.202148766
[18,] -0.1683 0.2037305 -0.200575191
[19,] -0.1663 0.2033316 -0.198316007
[20,] -0.1512 0.2004681 -0.180833121
[21,] -0.1505 0.2003418 -0.180004407
[22,] -0.1419 0.1988379 -0.169691102
[23,] -0.1353 0.1977446 -0.161610713
[24,] -0.1337 0.1974876 -0.159630183
[25,] -0.1285 0.1966743 -0.153135117
[26,] -0.1247 0.1961015 -0.148332294
[27,] -0.1209 0.1955471 -0.143481819
[28,] -0.1167 0.1949558 -0.138065328
[29,] -0.1154 0.1947774 -0.136376998
[30,] -0.1141 0.1946012 -0.134683090
[31,] -0.1138 0.1945609 -0.134291397
[32,] -0.1124 0.1943742 -0.132459566
[33,] -0.1123 0.1943609 -0.132328474
[34,] -0.1121 0.1943345 -0.132066189
[35,] -0.1053 0.1934669 -0.123069991
[36,] -0.1039 0.1932959 -0.121198891
[37,] -0.0988 0.1926953 -0.114328043
[38,] -0.0984 0.1926497 -0.113785523
[39,] -0.0977 0.1925704 -0.112834842
[40,] -0.0955 0.1923254 -0.109836462
[41,] -0.0948 0.1922489 -0.108879083
[42,] -0.0923 0.1919810 -0.105446671
[43,] -0.0909 0.1918347 -0.103515511
[44,] -0.0902 0.1917626 -0.102547506
[45,] -0.0888 0.1916204 -0.100606644
[46,] -0.0871 0.1914513 -0.098241188
[47,] -0.0866 0.1914024 -0.097543651
[48,] -0.0807 0.1908513 -0.089250407
[49,] -0.0806 0.1908424 -0.089108854
[50,] -0.0707 0.1900301 -0.074931715
[51,] -0.0693 0.1899266 -0.072900764
[52,] -0.0680 0.1898331 -0.071009090
[53,] -0.0671 0.1897698 -0.069696202
[54,] -0.0648 0.1896133 -0.066328901
[55,] -0.0644 0.1895869 -0.065741502
[56,] -0.0637 0.1895413 -0.064712282
[57,] -0.0636 0.1895348 -0.064565119
[58,] -0.0606 0.1893477 -0.060134872
[59,] -0.0541 0.1889883 -0.050434118
[60,] -0.0537 0.1889683 -0.049832595
[61,] -0.0520 0.1888857 -0.047270230
[62,] -0.0518 0.1888763 -0.046968148
[63,] -0.0516 0.1888669 -0.046665935
[64,] -0.0514 0.1888576 -0.046363589
[65,] -0.0507 0.1888256 -0.045304339
[66,] -0.0468 0.1886604 -0.039373206
[67,] -0.0467 0.1886565 -0.039220466
[68,] -0.0465 0.1886487 -0.038914886
[69,] -0.0407 0.1884488 -0.029995657
[70,] -0.0378 0.1883683 -0.025494413
[71,] -0.0374 0.1883582 -0.024871374
[72,] -0.0365 0.1883365 -0.023467605
[73,] -0.0361 0.1883272 -0.022842850
[74,] -0.0358 0.1883204 -0.022373937
[75,] -0.0345 0.1882927 -0.020338549
[76,] -0.0339 0.1882808 -0.019397258
[77,] -0.0321 0.1882484 -0.016566258
[78,] -0.0306 0.1882253 -0.014198924
[79,] -0.0302 0.1882198 -0.013566381
[80,] -0.0293 0.1882082 -0.012141228
[81,] -0.0290 0.1882046 -0.011665584
[82,] -0.0262 0.1881782 -0.007214855
[83,] -0.0261 0.1881775 -0.007055528
[84,] -0.0254 0.1881729 -0.005939524
[85,] -0.0244 0.1881678 -0.004343050
[86,] -0.0243 0.1881674 -0.004183262
[87,] -0.0240 0.1881662 -0.003703742
[88,] -0.0206 0.1881628 0.001746948
[89,] -0.0195 0.1881657 0.003516757
[90,] -0.0193 0.1881665 0.003838874
[91,] -0.0191 0.1881673 0.004161093
[92,] -0.0190 0.1881677 0.004322241
[93,] -0.0186 0.1881695 0.004967091
[94,] -0.0153 0.1881947 0.010302764
[95,] -0.0148 0.1882001 0.011113637
[96,] -0.0142 0.1882070 0.012087531
[97,] -0.0117 0.1882423 0.016155364
[98,] -0.0109 0.1882558 0.017460458
[99,] -0.0096 0.1882799 0.019584737
[100,] -0.0088 0.1882961 0.020894141
[101,] -0.0078 0.1883178 0.022533204
[102,] -0.0075 0.1883246 0.023025424
[103,] -0.0073 0.1883292 0.023353698
[104,] -0.0064 0.1883509 0.024832204
[105,] -0.0060 0.1883610 0.025489985
[106,] -0.0052 0.1883819 0.026806778
[107,] -0.0048 0.1883928 0.027465790
[108,] -0.0039 0.1884182 0.028950068
[109,] -0.0024 0.1884634 0.031428484
[110,] -0.0014 0.1884957 0.033083968
[111,] -0.0006 0.1885227 0.034410203
[112,] -0.0001 0.1885401 0.035239934
[113,] 0.0021 0.1886217 0.038898368
[114,] 0.0044 0.1887155 0.042736372
[115,] 0.0056 0.1887680 0.044744197
[116,] 0.0064 0.1888044 0.046084800
[117,] 0.0072 0.1888418 0.047427027
[118,] 0.0080 0.1888802 0.048770802
[119,] 0.0084 0.1888999 0.049443268
[120,] 0.0085 0.1889048 0.049611444
[121,] 0.0099 0.1889759 0.051968443
[122,] 0.0107 0.1890181 0.053316706
[123,] 0.0137 0.1891856 0.058370133
[124,] 0.0159 0.1893181 0.062073365
[125,] 0.0160 0.1893243 0.062241641
[126,] 0.0164 0.1893493 0.062914700
[127,] 0.0170 0.1893874 0.063924152
[128,] 0.0183 0.1894719 0.066110732
[129,] 0.0189 0.1895119 0.067119662
[130,] 0.0190 0.1895186 0.067287801
[131,] 0.0196 0.1895593 0.068296539
[132,] 0.0197 0.1895661 0.068464646
[133,] 0.0207 0.1896354 0.070145465
[134,] 0.0211 0.1896636 0.070817665
[135,] 0.0215 0.1896921 0.071489792
[136,] 0.0224 0.1897571 0.073001809
[137,] 0.0225 0.1897644 0.073169788
[138,] 0.0230 0.1898012 0.074009615
[139,] 0.0233 0.1898235 0.074513456
[140,] 0.0240 0.1898760 0.075688925
[141,] 0.0248 0.1899371 0.077032045
[142,] 0.0250 0.1899526 0.077367779
[143,] 0.0267 0.1900865 0.080220781
[144,] 0.0286 0.1902420 0.083408026
[145,] 0.0293 0.1903008 0.084582240
[146,] 0.0308 0.1904295 0.087098613
[147,] 0.0312 0.1904645 0.087769692
[148,] 0.0316 0.1904997 0.088440790
[149,] 0.0326 0.1905890 0.090118620
[150,] 0.0332 0.1906434 0.091125375
[151,] 0.0339 0.1907076 0.092299978
[152,] 0.0350 0.1908101 0.094145903
[153,] 0.0382 0.1911200 0.099516697
[154,] 0.0396 0.1912610 0.101866807
[155,] 0.0398 0.1912814 0.102202557
[156,] 0.0413 0.1914366 0.104720832
[157,] 0.0415 0.1914575 0.105056622
[158,] 0.0421 0.1915209 0.106064023
[159,] 0.0441 0.1917364 0.109422338
[160,] 0.0443 0.1917583 0.109758196
[161,] 0.0455 0.1918912 0.111773447
[162,] 0.0467 0.1920265 0.113788871
[163,] 0.0468 0.1920379 0.113956831
[164,] 0.0470 0.1920607 0.114292754
[165,] 0.0476 0.1921296 0.115300553
[166,] 0.0491 0.1923045 0.117820240
[167,] 0.0507 0.1924951 0.120508207
[168,] 0.0512 0.1925556 0.121348259
[169,] 0.0525 0.1927148 0.123532538
[170,] 0.0531 0.1927892 0.124540735
[171,] 0.0544 0.1929525 0.126725312
[172,] 0.0546 0.1929779 0.127061419
[173,] 0.0564 0.1932093 0.130086598
[174,] 0.0579 0.1934063 0.132607880
[175,] 0.0623 0.1940061 0.140005206
[176,] 0.0628 0.1940763 0.140845959
[177,] 0.0631 0.1941186 0.141350425
[178,] 0.0648 0.1943614 0.144209273
[179,] 0.0669 0.1946679 0.147741273
[180,] 0.0672 0.1947123 0.148245888
[181,] 0.0680 0.1948314 0.149591581
[182,] 0.0693 0.1950273 0.151778497
[183,] 0.0694 0.1950425 0.151946729
[184,] 0.0702 0.1951646 0.153292635
[185,] 0.0747 0.1958715 0.160864792
[186,] 0.0750 0.1959198 0.161369690
[187,] 0.0770 0.1962459 0.164736485
[188,] 0.0783 0.1964615 0.166926909
[189,] 0.0790 0.1965787 0.168107110
[190,] 0.0807 0.1968670 0.170975475
[191,] 0.0814 0.1969871 0.172157457
[192,] 0.0827 0.1972123 0.174353945
[193,] 0.0829 0.1972472 0.174692025
[194,] 0.0835 0.1973523 0.175706519
[195,] 0.0850 0.1976178 0.178244426
[196,] 0.0871 0.1979958 0.181801501
[197,] 0.0879 0.1981418 0.183157807
[198,] 0.0880 0.1981601 0.183327393
[199,] 0.0913 0.1987744 0.188929676
[200,] 0.0935 0.1991941 0.192670944
[201,] 0.0962 0.1997205 0.197269512
[202,] 0.1000 0.2004825 0.203754662
[203,] 0.1011 0.2007076 0.205634798
[204,] 0.1013 0.2007488 0.205976779
[205,] 0.1025 0.2009972 0.208029554
[206,] 0.1058 0.2016930 0.213682557
[207,] 0.1065 0.2018430 0.214883163
[208,] 0.1086 0.2022981 0.218488096
[209,] 0.1109 0.2028051 0.222441720
[210,] 0.1110 0.2028274 0.222613744
[211,] 0.1121 0.2030733 0.224506707
[212,] 0.1123 0.2031182 0.224851020
[213,] 0.1130 0.2032761 0.226056448
[214,] 0.1131 0.2032987 0.226228695
[215,] 0.1146 0.2036399 0.228813664
[216,] 0.1150 0.2037316 0.229503392
[217,] 0.1242 0.2059162 0.245413943
[218,] 0.1246 0.2060145 0.246107742
[219,] 0.1288 0.2070634 0.253402863
[220,] 0.1304 0.2074711 0.256186875
[221,] 0.1330 0.2081431 0.260716682
[222,] 0.1331 0.2081692 0.260891048
[223,] 0.1351 0.2086944 0.264379282
[224,] 0.1361 0.2089597 0.266123424
[225,] 0.1377 0.2093877 0.268912509
[226,] 0.1407 0.2102023 0.274136391
[227,] 0.1441 0.2111444 0.280047877
[228,] 0.1443 0.2112004 0.280395317
[229,] 0.1454 0.2115099 0.282305649
[230,] 0.1508 0.2130597 0.291669265
[231,] 0.1644 0.2171862 0.315145866
[232,] 0.1793 0.2220724 0.340692617
[233,] 0.1814 0.2227916 0.344277360
[234,] 0.1838 0.2236228 0.348366399
[235,] 0.1927 0.2267905 0.363457112
[236,] 0.1978 0.2286661 0.372052910
[237,] 0.2012 0.2299408 0.377762519
[238,] 0.2026 0.2304713 0.380108670
[239,] 0.2056 0.2316191 0.385126628
[240,] 0.2087 0.2328211 0.390311651
[241,] 0.2099 0.2332906 0.392321467
[242,] 0.2385 0.2452004 0.440669714
[243,] 0.2400 0.2458633 0.443229175
[244,] 0.2620 0.2560292 0.481000035
, , n=67
newdata fun 1der
[1,] -0.3064 0.12172884 -0.5398837457
[2,] -0.2579 0.09796842 -0.4408142520
[3,] -0.2523 0.09553097 -0.4297124608
[4,] -0.2394 0.09015163 -0.4043406256
[5,] -0.2304 0.08659158 -0.3868028545
[6,] -0.2187 0.08219841 -0.3642046668
[7,] -0.2181 0.08198023 -0.3630519076
[8,] -0.2102 0.07917193 -0.3479296180
[9,] -0.2015 0.07621695 -0.3313957645
[10,] -0.1881 0.07194523 -0.3062671505
[11,] -0.1846 0.07088463 -0.2997992743
[12,] -0.1842 0.07076486 -0.2990626525
[13,] -0.1831 0.07043700 -0.2970396548
[14,] -0.1807 0.06972939 -0.2926396481
[15,] -0.1782 0.06900350 -0.2880764427
[16,] -0.1754 0.06820401 -0.2829900445
[17,] -0.1697 0.06662030 -0.2727152262
[18,] -0.1683 0.06624026 -0.2702079245
[19,] -0.1663 0.06570341 -0.2666372419
[20,] -0.1512 0.06187847 -0.2401029969
[21,] -0.1505 0.06171082 -0.2388911114
[22,] -0.1419 0.05971999 -0.2241336921
[23,] -0.1353 0.05827761 -0.2129733457
[24,] -0.1337 0.05793900 -0.2102934293
[25,] -0.1285 0.05686794 -0.2016776010
[26,] -0.1247 0.05611338 -0.1954722385
[27,] -0.1209 0.05538225 -0.1893435682
[28,] -0.1167 0.05460107 -0.1826715080
[29,] -0.1154 0.05436492 -0.1806324114
[30,] -0.1141 0.05413142 -0.1786057050
[31,] -0.1138 0.05407790 -0.1781397631
[32,] -0.1124 0.05383003 -0.1759726457
[33,] -0.1123 0.05381244 -0.1758182151
[34,] -0.1121 0.05377730 -0.1755094948
[35,] -0.1053 0.05261927 -0.1651246363
[36,] -0.1039 0.05238958 -0.1630135005
[37,] -0.0988 0.05157767 -0.1553989625
[38,] -0.0984 0.05151563 -0.1548053635
[39,] -0.0977 0.05140763 -0.1537670124
[40,] -0.0955 0.05107293 -0.1505070439
[41,] -0.0948 0.05096794 -0.1494702898
[42,] -0.0923 0.05059889 -0.1457683390
[43,] -0.0909 0.05039627 -0.1436957533
[44,] -0.0902 0.05029604 -0.1426595968
[45,] -0.0888 0.05009777 -0.1405875566
[46,] -0.0871 0.04986091 -0.1380719969
[47,] -0.0866 0.04979206 -0.1373322285
[48,] -0.0807 0.04900754 -0.1286055940
[49,] -0.0806 0.04899469 -0.1284576570
[50,] -0.0707 0.04779551 -0.1137950231
[51,] -0.0693 0.04763765 -0.1117188235
[52,] -0.0680 0.04749367 -0.1097903258
[53,] -0.0671 0.04739546 -0.1084548747
[54,] -0.0648 0.04714994 -0.1050408008
[55,] -0.0644 0.04710804 -0.1044468648
[56,] -0.0637 0.04703529 -0.1034073456
[57,] -0.0636 0.04702496 -0.1032588292
[58,] -0.0606 0.04672187 -0.0988017532
[59,] -0.0541 0.04611107 -0.0891342327
[60,] -0.0537 0.04607553 -0.0885388381
[61,] -0.0520 0.04592717 -0.0860078025
[62,] -0.0518 0.04591000 -0.0857099689
[63,] -0.0516 0.04589288 -0.0854121216
[64,] -0.0514 0.04587583 -0.0851142607
[65,] -0.0507 0.04581662 -0.0840716401
[66,] -0.0468 0.04550007 -0.0782596973
[67,] -0.0467 0.04549225 -0.0781106050
[68,] -0.0465 0.04547666 -0.0778124101
[69,] -0.0407 0.04505043 -0.0691626585
[70,] -0.0378 0.04485613 -0.0648368851
[71,] -0.0374 0.04483031 -0.0642401806
[72,] -0.0365 0.04477310 -0.0628975545
[73,] -0.0361 0.04474806 -0.0623008136
[74,] -0.0358 0.04472944 -0.0618532506
[75,] -0.0345 0.04465029 -0.0599137382
[76,] -0.0339 0.04461461 -0.0590185388
[77,] -0.0321 0.04451079 -0.0563327896
[78,] -0.0306 0.04442797 -0.0540945753
[79,] -0.0302 0.04440645 -0.0534977437
[80,] -0.0293 0.04435891 -0.0521549176
[81,] -0.0290 0.04434333 -0.0517073227
[82,] -0.0262 0.04420440 -0.0475301049
[83,] -0.0261 0.04419965 -0.0473809298
[84,] -0.0254 0.04416685 -0.0463367250
[85,] -0.0244 0.04412126 -0.0448450694
[86,] -0.0243 0.04411678 -0.0446959080
[87,] -0.0240 0.04410344 -0.0442484287
[88,] -0.0206 0.04396162 -0.0391774801
[89,] -0.0195 0.04391943 -0.0375370696
[90,] -0.0193 0.04391195 -0.0372388231
[91,] -0.0191 0.04390453 -0.0369405798
[92,] -0.0190 0.04390084 -0.0367914592
[93,] -0.0186 0.04388625 -0.0361949848
[94,] -0.0153 0.04377492 -0.0312745410
[95,] -0.0148 0.04375947 -0.0305290923
[96,] -0.0142 0.04374142 -0.0296345793
[97,] -0.0117 0.04367199 -0.0259077402
[98,] -0.0109 0.04365175 -0.0247152533
[99,] -0.0096 0.04362088 -0.0227775672
[100,] -0.0088 0.04360313 -0.0215852097
[101,] -0.0078 0.04358229 -0.0200948320
[102,] -0.0075 0.04357633 -0.0196477337
[103,] -0.0073 0.04357243 -0.0193496721
[104,] -0.0064 0.04355562 -0.0180084326
[105,] -0.0060 0.04354853 -0.0174123462
[106,] -0.0052 0.04353508 -0.0162202104
[107,] -0.0048 0.04352871 -0.0156241610
[108,] -0.0039 0.04351525 -0.0142830948
[109,] -0.0024 0.04349551 -0.0120481230
[110,] -0.0014 0.04348420 -0.0105582381
[111,] -0.0006 0.04347623 -0.0093663856
[112,] -0.0001 0.04347174 -0.0086215028
[113,] 0.0021 0.04345637 -0.0053442471
[114,] 0.0044 0.04344802 -0.0019184236
[115,] 0.0056 0.04344679 -0.0001311991
[116,] 0.0064 0.04344716 0.0010602222
[117,] 0.0072 0.04344849 0.0022515944
[118,] 0.0080 0.04345077 0.0034429172
[119,] 0.0084 0.04345226 0.0040385602
[120,] 0.0085 0.04345267 0.0041874690
[121,] 0.0099 0.04345999 0.0062721115
[122,] 0.0107 0.04346549 0.0074632681
[123,] 0.0137 0.04349458 0.0119296663
[124,] 0.0159 0.04352443 0.0152045847
[125,] 0.0160 0.04352595 0.0153534358
[126,] 0.0164 0.04353221 0.0159488324
[127,] 0.0170 0.04354205 0.0168419041
[128,] 0.0183 0.04356520 0.0187767979
[129,] 0.0189 0.04357674 0.0196697820
[130,] 0.0190 0.04357871 0.0198186099
[131,] 0.0196 0.04359087 0.0207115616
[132,] 0.0197 0.04359295 0.0208603842
[133,] 0.0207 0.04361455 0.0223485677
[134,] 0.0211 0.04362361 0.0229438196
[135,] 0.0215 0.04363291 0.0235390591
[136,] 0.0224 0.04365470 0.0248783030
[137,] 0.0225 0.04365719 0.0250271041
[138,] 0.0230 0.04366989 0.0257710977
[139,] 0.0233 0.04367769 0.0262174846
[140,] 0.0240 0.04369641 0.0272590271
[141,] 0.0248 0.04371869 0.0284493153
[142,] 0.0250 0.04372441 0.0287468796
[143,] 0.0267 0.04377543 0.0312760522
[144,] 0.0286 0.04383754 0.0341025085
[145,] 0.0293 0.04386178 0.0351437034
[146,] 0.0308 0.04391616 0.0373744300
[147,] 0.0312 0.04393123 0.0379691970
[148,] 0.0316 0.04394654 0.0385639730
[149,] 0.0326 0.04398585 0.0400520736
[150,] 0.0332 0.04401015 0.0409457868
[151,] 0.0339 0.04403917 0.0419892606
[152,] 0.0350 0.04408626 0.0436307642
[153,] 0.0382 0.04423354 0.0484187609
[154,] 0.0396 0.04430280 0.0505223468
[155,] 0.0398 0.04431293 0.0508234004
[156,] 0.0413 0.04439086 0.0530856174
[157,] 0.0415 0.04440151 0.0533878216
[158,] 0.0421 0.04443381 0.0542952462
[159,] 0.0441 0.04454544 0.0573287931
[160,] 0.0443 0.04455693 0.0576328922
[161,] 0.0455 0.04462719 0.0594603294
[162,] 0.0467 0.04469964 0.0612926393
[163,] 0.0468 0.04470578 0.0614455517
[164,] 0.0470 0.04471810 0.0617514781
[165,] 0.0476 0.04475542 0.0626701632
[166,] 0.0491 0.04485115 0.0649740364
[167,] 0.0507 0.04495709 0.0674428758
[168,] 0.0512 0.04499100 0.0682167961
[169,] 0.0525 0.04508099 0.0702343550
[170,] 0.0531 0.04512341 0.0711681504
[171,] 0.0544 0.04521725 0.0731970380
[172,] 0.0546 0.04523192 0.0735098626
[173,] 0.0564 0.04536678 0.0763335392
[174,] 0.0579 0.04548305 0.0786972508
[175,] 0.0623 0.04584466 0.0856823634
[176,] 0.0628 0.04588770 0.0864809921
[177,] 0.0631 0.04591371 0.0869606460
[178,] 0.0648 0.04606386 0.0896854374
[179,] 0.0669 0.04625575 0.0930672050
[180,] 0.0672 0.04628374 0.0935517447
[181,] 0.0680 0.04635910 0.0948455981
[182,] 0.0693 0.04648377 0.0969535320
[183,] 0.0694 0.04649347 0.0971159589
[184,] 0.0702 0.04657168 0.0984168033
[185,] 0.0747 0.04703110 0.1057814216
[186,] 0.0750 0.04706291 0.1062752562
[187,] 0.0770 0.04727876 0.1095766222
[188,] 0.0783 0.04742261 0.1117310305
[189,] 0.0790 0.04750123 0.1128938769
[190,] 0.0807 0.04769555 0.1157260359
[191,] 0.0814 0.04777697 0.1168955557
[192,] 0.0827 0.04793035 0.1190726847
[193,] 0.0829 0.04795420 0.1194082234
[194,] 0.0835 0.04802614 0.1204157930
[195,] 0.0850 0.04820866 0.1229409731
[196,] 0.0871 0.04847056 0.1264910871
[197,] 0.0879 0.04857230 0.1278479032
[198,] 0.0880 0.04858509 0.1280176743
[199,] 0.0913 0.04901681 0.1336411955
[200,] 0.0935 0.04931497 0.1374129385
[201,] 0.0962 0.04969226 0.1420667473
[202,] 0.1000 0.05024463 0.1486629492
[203,] 0.1011 0.05040922 0.1505825008
[204,] 0.1013 0.05043937 0.1509319985
[205,] 0.1025 0.05062175 0.1530321408
[206,] 0.1058 0.05113632 0.1588354266
[207,] 0.1065 0.05124793 0.1600716862
[208,] 0.1086 0.05158799 0.1637915101
[209,] 0.1109 0.05196941 0.1678846125
[210,] 0.1110 0.05198621 0.1680630243
[211,] 0.1121 0.05217216 0.1700280335
[212,] 0.1123 0.05220620 0.1703857963
[213,] 0.1130 0.05232591 0.1716391495
[214,] 0.1131 0.05234308 0.1718183502
[215,] 0.1146 0.05260283 0.1745108694
[216,] 0.1150 0.05267277 0.1752303021
[217,] 0.1242 0.05436153 0.1919431560
[218,] 0.1246 0.05443845 0.1926770150
[219,] 0.1288 0.05526393 0.2004188249
[220,] 0.1304 0.05558697 0.2033855176
[221,] 0.1330 0.05612206 0.2082269055
[222,] 0.1331 0.05614290 0.2084136199
[223,] 0.1351 0.05656346 0.2121557972
[224,] 0.1361 0.05677656 0.2140325212
[225,] 0.1377 0.05712142 0.2170430937
[226,] 0.1407 0.05778104 0.2227138392
[227,] 0.1441 0.05854925 0.2291815586
[228,] 0.1443 0.05859513 0.2295633651
[229,] 0.1454 0.05884880 0.2316659873
[230,] 0.1508 0.06012780 0.2420538828
[231,] 0.1644 0.06360015 0.2687013732
[232,] 0.1793 0.06782620 0.2986937203
[233,] 0.1814 0.06845797 0.3029878891
[234,] 0.1838 0.06919105 0.3079157975
[235,] 0.1927 0.07201344 0.3263790370
[236,] 0.1978 0.07370525 0.3370932146
[237,] 0.2012 0.07486359 0.3442902860
[238,] 0.2026 0.07534768 0.3472646486
[239,] 0.2056 0.07639904 0.3536472949
[240,] 0.2087 0.07750559 0.3602554729
[241,] 0.2099 0.07793943 0.3628169637
[242,] 0.2385 0.08919460 0.4244416858
[243,] 0.2400 0.08983370 0.4277042610
[244,] 0.2620 0.09977236 0.4759251697
, , n=100
newdata fun 1der
[1,] -0.3064 0.15386489 -0.583289849
[2,] -0.2579 0.12677379 -0.534550164
[3,] -0.2523 0.12379581 -0.528989190
[4,] -0.2394 0.11705733 -0.515603142
[5,] -0.2304 0.11246077 -0.505788362
[6,] -0.2187 0.10662053 -0.492418817
[7,] -0.2181 0.10632529 -0.491712263
[8,] -0.2102 0.10247804 -0.482214277
[9,] -0.2015 0.09832978 -0.471335029
[10,] -0.1881 0.09213076 -0.453718402
[11,] -0.1846 0.09055108 -0.448945254
[12,] -0.1842 0.09037161 -0.448395220
[13,] -0.1831 0.08987921 -0.446877836
[14,] -0.1807 0.08881070 -0.443542785
[15,] -0.1782 0.08770622 -0.440033216
[16,] -0.1754 0.08647966 -0.436073238
[17,] -0.1697 0.08401716 -0.427948093
[18,] -0.1683 0.08341944 -0.425939327
[19,] -0.1663 0.08257044 -0.423060690
[20,] -0.1512 0.07634813 -0.400986276
[21,] -0.1505 0.07606780 -0.399948365
[22,] -0.1419 0.07268339 -0.387091359
[23,] -0.1353 0.07016152 -0.377091985
[24,] -0.1337 0.06956013 -0.374650583
[25,] -0.1285 0.06763266 -0.366670180
[26,] -0.1247 0.06625045 -0.360802559
[27,] -0.1209 0.06489060 -0.354907763
[28,] -0.1167 0.06341371 -0.348368633
[29,] -0.1154 0.06296215 -0.346340779
[30,] -0.1141 0.06251322 -0.344311110
[31,] -0.1138 0.06241000 -0.343842467
[32,] -0.1124 0.06193015 -0.341654190
[33,] -0.1123 0.06189600 -0.341497803
[34,] -0.1121 0.06182773 -0.341184999
[35,] -0.1053 0.05954389 -0.330524101
[36,] -0.1039 0.05908270 -0.328323048
[37,] -0.0988 0.05742873 -0.320287130
[38,] -0.0984 0.05730074 -0.319655681
[39,] -0.0977 0.05707737 -0.318550232
[40,] -0.0955 0.05638038 -0.315072538
[41,] -0.0948 0.05616022 -0.313964910
[42,] -0.0923 0.05538025 -0.310004799
[43,] -0.0909 0.05494780 -0.307784206
[44,] -0.0902 0.05473274 -0.306673120
[45,] -0.0888 0.05430496 -0.304449371
[46,] -0.0871 0.05378969 -0.301746275
[47,] -0.0866 0.05363901 -0.300950656
[48,] -0.0807 0.05189114 -0.291542085
[49,] -0.0806 0.05186200 -0.291382296
[50,] -0.0707 0.04905579 -0.275510003
[51,] -0.0693 0.04867166 -0.273256944
[52,] -0.0680 0.04831778 -0.271162933
[53,] -0.0671 0.04807439 -0.269712171
[54,] -0.0648 0.04745832 -0.266000716
[55,] -0.0644 0.04735205 -0.265354664
[56,] -0.0637 0.04716669 -0.264223039
[57,] -0.0636 0.04714028 -0.264061244
[58,] -0.0606 0.04635539 -0.259191872
[59,] -0.0541 0.04470519 -0.248538397
[60,] -0.0537 0.04460591 -0.247878187
[61,] -0.0520 0.04418690 -0.245066331
[62,] -0.0518 0.04413792 -0.244734890
[63,] -0.0516 0.04408901 -0.244403314
[64,] -0.0514 0.04404016 -0.244071606
[65,] -0.0507 0.04386972 -0.242909572
[66,] -0.0468 0.04293504 -0.236405412
[67,] -0.0467 0.04291141 -0.236237971
[68,] -0.0465 0.04286419 -0.235902987
[69,] -0.0407 0.04152422 -0.226143109
[70,] -0.0378 0.04087552 -0.221232143
[71,] -0.0374 0.04078716 -0.220553147
[72,] -0.0365 0.04058935 -0.219023969
[73,] -0.0361 0.04050188 -0.218343695
[74,] -0.0358 0.04043645 -0.217833232
[75,] -0.0345 0.04015471 -0.215618672
[76,] -0.0339 0.04002564 -0.214595167
[77,] -0.0321 0.03964214 -0.211519346
[78,] -0.0306 0.03932679 -0.208950082
[79,] -0.0302 0.03924334 -0.208264011
[80,] -0.0293 0.03905660 -0.206718915
[81,] -0.0290 0.03899466 -0.206203441
[82,] -0.0262 0.03842404 -0.201381689
[83,] -0.0261 0.03840391 -0.201209128
[84,] -0.0254 0.03826349 -0.200000509
[85,] -0.0244 0.03806435 -0.198271822
[86,] -0.0243 0.03804453 -0.198098818
[87,] -0.0240 0.03798518 -0.197579660
[88,] -0.0206 0.03732343 -0.191680410
[89,] -0.0195 0.03711363 -0.189765320
[90,] -0.0193 0.03707572 -0.189416680
[91,] -0.0191 0.03703787 -0.189067903
[92,] -0.0190 0.03701897 -0.188893464
[93,] -0.0186 0.03694355 -0.188195365
[94,] -0.0153 0.03633203 -0.182415219
[95,] -0.0148 0.03624105 -0.181536198
[96,] -0.0142 0.03613244 -0.180480246
[97,] -0.0117 0.03568675 -0.176067225
[98,] -0.0109 0.03554646 -0.174650554
[99,] -0.0096 0.03532092 -0.172343805
[100,] -0.0088 0.03518361 -0.170921402
[101,] -0.0078 0.03501358 -0.169140326
[102,] -0.0075 0.03496292 -0.168605338
[103,] -0.0073 0.03492923 -0.168248509
[104,] -0.0064 0.03477853 -0.166641088
[105,] -0.0060 0.03471202 -0.165925791
[106,] -0.0052 0.03457985 -0.164493560
[107,] -0.0048 0.03451420 -0.163776626
[108,] -0.0039 0.03436752 -0.162161527
[109,] -0.0024 0.03412630 -0.159463554
[110,] -0.0014 0.03396774 -0.157660640
[111,] -0.0006 0.03384219 -0.156215852
[112,] -0.0001 0.03376431 -0.155311750
[113,] 0.0021 0.03342701 -0.151323569
[114,] 0.0044 0.03308378 -0.147136449
[115,] 0.0056 0.03290853 -0.144944698
[116,] 0.0064 0.03279316 -0.143480801
[117,] 0.0072 0.03267896 -0.142014721
[118,] 0.0080 0.03256593 -0.140546456
[119,] 0.0084 0.03250986 -0.139811505
[120,] 0.0085 0.03249589 -0.139627682
[121,] 0.0099 0.03230221 -0.137050576
[122,] 0.0107 0.03219316 -0.135574941
[123,] 0.0137 0.03179476 -0.130021860
[124,] 0.0159 0.03151321 -0.125930082
[125,] 0.0160 0.03150063 -0.125743700
[126,] 0.0164 0.03145048 -0.124997829
[127,] 0.0170 0.03137582 -0.123878000
[128,] 0.0183 0.03121635 -0.121447489
[129,] 0.0189 0.03114382 -0.120323770
[130,] 0.0190 0.03113180 -0.120136364
[131,] 0.0196 0.03106005 -0.119011211
[132,] 0.0197 0.03104816 -0.118823566
[133,] 0.0207 0.03093028 -0.116945241
[134,] 0.0211 0.03088365 -0.116192956
[135,] 0.0215 0.03083732 -0.115440124
[136,] 0.0224 0.03073419 -0.113744257
[137,] 0.0225 0.03072283 -0.113555657
[138,] 0.0230 0.03066628 -0.112612144
[139,] 0.0233 0.03063259 -0.112045626
[140,] 0.0240 0.03055462 -0.110722572
[141,] 0.0248 0.03046664 -0.109208647
[142,] 0.0250 0.03044484 -0.108829861
[143,] 0.0267 0.03026257 -0.105605268
[144,] 0.0286 0.03006535 -0.101990902
[145,] 0.0293 0.02999442 -0.100656524
[146,] 0.0308 0.02984559 -0.097792120
[147,] 0.0312 0.02980662 -0.097027123
[148,] 0.0316 0.02976796 -0.096261638
[149,] 0.0326 0.02967266 -0.094345796
[150,] 0.0332 0.02961640 -0.093194831
[151,] 0.0339 0.02955163 -0.091850652
[152,] 0.0350 0.02945176 -0.089735359
[153,] 0.0382 0.02917448 -0.083560839
[154,] 0.0396 0.02905939 -0.080849687
[155,] 0.0398 0.02904326 -0.080461892
[156,] 0.0413 0.02892475 -0.077548974
[157,] 0.0415 0.02890928 -0.077159965
[158,] 0.0421 0.02886333 -0.075992063
[159,] 0.0441 0.02871525 -0.072089565
[160,] 0.0443 0.02870087 -0.071698512
[161,] 0.0455 0.02861624 -0.069349130
[162,] 0.0467 0.02853443 -0.066994492
[163,] 0.0468 0.02852774 -0.066798035
[164,] 0.0470 0.02851442 -0.066405011
[165,] 0.0476 0.02847493 -0.065225065
[166,] 0.0491 0.02837931 -0.062269450
[167,] 0.0507 0.02828221 -0.059107743
[168,] 0.0512 0.02825290 -0.058117794
[169,] 0.0525 0.02817902 -0.055539655
[170,] 0.0531 0.02814606 -0.054347664
[171,] 0.0544 0.02807709 -0.051760511
[172,] 0.0546 0.02806677 -0.051361940
[173,] 0.0564 0.02797756 -0.047768231
[174,] 0.0579 0.02790816 -0.044764441
[175,] 0.0623 0.02773065 -0.035905950
[176,] 0.0628 0.02771295 -0.034894832
[177,] 0.0631 0.02770258 -0.034287724
[178,] 0.0648 0.02764722 -0.030841238
[179,] 0.0669 0.02758693 -0.026569252
[180,] 0.0672 0.02757905 -0.025957655
[181,] 0.0680 0.02755894 -0.024325122
[182,] 0.0693 0.02752904 -0.021667275
[183,] 0.0694 0.02752689 -0.021462569
[184,] 0.0702 0.02751037 -0.019823613
[185,] 0.0747 0.02744198 -0.010560963
[186,] 0.0750 0.02743890 -0.009940825
[187,] 0.0770 0.02742316 -0.005797372
[188,] 0.0783 0.02741738 -0.003094954
[189,] 0.0790 0.02741573 -0.001636800
[190,] 0.0807 0.02741596 0.001913191
[191,] 0.0814 0.02741781 0.003378559
[192,] 0.0827 0.02742397 0.006105539
[193,] 0.0829 0.02742524 0.006525719
[194,] 0.0835 0.02742953 0.007787287
[195,] 0.0850 0.02744358 0.010947972
[196,] 0.0871 0.02747123 0.015390621
[197,] 0.0879 0.02748422 0.017089404
[198,] 0.0880 0.02748594 0.017302001
[199,] 0.0913 0.02755465 0.024348767
[200,] 0.0935 0.02761342 0.029080108
[201,] 0.0962 0.02769982 0.034925930
[202,] 0.1000 0.02784829 0.043234430
[203,] 0.1011 0.02789718 0.045657246
[204,] 0.1013 0.02790636 0.046098613
[205,] 0.1025 0.02796327 0.048752338
[206,] 0.1058 0.02813625 0.056098914
[207,] 0.1065 0.02817607 0.057666486
[208,] 0.1086 0.02830212 0.062388536
[209,] 0.1109 0.02845159 0.067593582
[210,] 0.1110 0.02845836 0.067820677
[211,] 0.1121 0.02853434 0.070323068
[212,] 0.1123 0.02854845 0.070778903
[213,] 0.1130 0.02859856 0.072376398
[214,] 0.1131 0.02860581 0.072604875
[215,] 0.1146 0.02871729 0.076039915
[216,] 0.1150 0.02874789 0.076958425
[217,] 0.1242 0.02955399 0.098374569
[218,] 0.1246 0.02959353 0.099318333
[219,] 0.1288 0.03003157 0.109291379
[220,] 0.1304 0.03020950 0.113121149
[221,] 0.1330 0.03051174 0.119378465
[222,] 0.1331 0.03052369 0.119619829
[223,] 0.1351 0.03076776 0.124457421
[224,] 0.1361 0.03089343 0.126883574
[225,] 0.1377 0.03109956 0.130775299
[226,] 0.1407 0.03150286 0.138098795
[227,] 0.1441 0.03198656 0.146439493
[228,] 0.1443 0.03201590 0.146931689
[229,] 0.1454 0.03217902 0.149642963
[230,] 0.1508 0.03302322 0.163052655
[231,] 0.1644 0.03547348 0.197414971
[232,] 0.1793 0.03870116 0.235977267
[233,] 0.1814 0.03920248 0.241471460
[234,] 0.1838 0.03978956 0.247764459
[235,] 0.1927 0.04209906 0.271282537
[236,] 0.1978 0.04351732 0.284915964
[237,] 0.2012 0.04450158 0.294068788
[238,] 0.2026 0.04491592 0.297852449
[239,] 0.2056 0.04582168 0.305989469
[240,] 0.2087 0.04678333 0.314439455
[241,] 0.2099 0.04716263 0.317721710
[242,] 0.2385 0.05737692 0.396653811
[243,] 0.2400 0.05797501 0.400803893
[244,] 0.2620 0.06746142 0.461500750
, , n=150
newdata fun 1der
[1,] -0.3064 0.0973363433 -0.6737814492
[2,] -0.2579 0.0664967218 -0.5976857391
[3,] -0.2523 0.0631747148 -0.5887373193
[4,] -0.2394 0.0557138655 -0.5679409528
[5,] -0.2304 0.0506683350 -0.5532611026
[6,] -0.2187 0.0443079684 -0.5339354941
[7,] -0.2181 0.0439879066 -0.5329370691
[8,] -0.2102 0.0398298124 -0.5197251059
[9,] -0.2015 0.0353719350 -0.5050534024
[10,] -0.1881 0.0287569310 -0.4822160291
[11,] -0.1846 0.0270796581 -0.4762255299
[12,] -0.1842 0.0268893048 -0.4755408707
[13,] -0.1831 0.0263672454 -0.4736580252
[14,] -0.1807 0.0252353959 -0.4695498331
[15,] -0.1782 0.0240668708 -0.4652702247
[16,] -0.1754 0.0227708250 -0.4604767705
[17,] -0.1697 0.0201739201 -0.4507177119
[18,] -0.1683 0.0195445933 -0.4483204726
[19,] -0.1663 0.0186513779 -0.4448946720
[20,] -0.1512 0.0121290096 -0.4189806854
[21,] -0.1505 0.0118361443 -0.4177772676
[22,] -0.1419 0.0083068800 -0.4029771837
[23,] -0.1353 0.0056847666 -0.3915998674
[24,] -0.1337 0.0050604152 -0.3888392305
[25,] -0.1285 0.0030617920 -0.3798591295
[26,] -0.1247 0.0016308638 -0.3732505402
[27,] -0.1209 0.0002251670 -0.3665794661
[28,] -0.1167 -0.0012988648 -0.3591392036
[29,] -0.1154 -0.0017642414 -0.3568238580
[30,] -0.1141 -0.0022266044 -0.3545030063
[31,] -0.1138 -0.0023328749 -0.3539666432
[32,] -0.1124 -0.0028266741 -0.3514597384
[33,] -0.1123 -0.0028618111 -0.3512804294
[34,] -0.1121 -0.0029320313 -0.3509217137
[35,] -0.1053 -0.0052766532 -0.3386478388
[36,] -0.1039 -0.0057489789 -0.3361021635
[37,] -0.0988 -0.0074393507 -0.3267746300
[38,] -0.0984 -0.0075699136 -0.3260394749
[39,] -0.0977 -0.0077976906 -0.3247516992
[40,] -0.0955 -0.0085076838 -0.3206940109
[41,] -0.0948 -0.0087317166 -0.3193996214
[42,] -0.0923 -0.0095244251 -0.3147637695
[43,] -0.0909 -0.0099632717 -0.3121587980
[44,] -0.0902 -0.0101813262 -0.3108539176
[45,] -0.0888 -0.0106146922 -0.3082393675
[46,] -0.0871 -0.0111359946 -0.3050559384
[47,] -0.0866 -0.0112882880 -0.3041176154
[48,] -0.0807 -0.0130497783 -0.2929784430
[49,] -0.0806 -0.0130790667 -0.2927886527
[50,] -0.0707 -0.0158843417 -0.2739039436
[51,] -0.0693 -0.0162659282 -0.2712190684
[52,] -0.0680 -0.0166168907 -0.2687227981
[53,] -0.0671 -0.0168579629 -0.2669928217
[54,] -0.0648 -0.0174669561 -0.2625645094
[55,] -0.0644 -0.0175718276 -0.2617929503
[56,] -0.0637 -0.0177546098 -0.2604416072
[57,] -0.0636 -0.0177806443 -0.2602484424
[58,] -0.0606 -0.0185526835 -0.2544400346
[59,] -0.0541 -0.0201654186 -0.2417657595
[60,] -0.0537 -0.0202619682 -0.2409818086
[61,] -0.0520 -0.0206688020 -0.2376448493
[62,] -0.0518 -0.0207162917 -0.2372517158
[63,] -0.0516 -0.0207637027 -0.2368584664
[64,] -0.0514 -0.0208110350 -0.2364651012
[65,] -0.0507 -0.0209760785 -0.2350874111
[66,] -0.0468 -0.0218779155 -0.2273857384
[67,] -0.0467 -0.0219006441 -0.2271876806
[68,] -0.0465 -0.0219460420 -0.2267914780
[69,] -0.0407 -0.0232280130 -0.2152512264
[70,] -0.0378 -0.0238438278 -0.2094445767
[71,] -0.0374 -0.0239274450 -0.2086417486
[72,] -0.0365 -0.0241144092 -0.2068336917
[73,] -0.0361 -0.0241969818 -0.2060293580
[74,] -0.0358 -0.0242587001 -0.2054258038
[75,] -0.0345 -0.0245240522 -0.2028073911
[76,] -0.0339 -0.0246453736 -0.2015972426
[77,] -0.0321 -0.0250049770 -0.1979605433
[78,] -0.0306 -0.0252996404 -0.1949227947
[79,] -0.0302 -0.0253774473 -0.1941116282
[80,] -0.0293 -0.0255513258 -0.1922848099
[81,] -0.0290 -0.0256089199 -0.1916753493
[82,] -0.0262 -0.0261376349 -0.1859744849
[83,] -0.0261 -0.0261562222 -0.1857704628
[84,] -0.0254 -0.0262857614 -0.1843414973
[85,] -0.0244 -0.0264690813 -0.1822976571
[86,] -0.0243 -0.0264873008 -0.1820931138
[87,] -0.0240 -0.0265418367 -0.1814793103
[88,] -0.0206 -0.0271470189 -0.1745046592
[89,] -0.0195 -0.0273377293 -0.1722409886
[90,] -0.0193 -0.0273721363 -0.1718290358
[91,] -0.0191 -0.0274064609 -0.1714169671
[92,] -0.0190 -0.0274235923 -0.1712108893
[93,] -0.0186 -0.0274919118 -0.1703862888
[94,] -0.0153 -0.0280429469 -0.1635731601
[95,] -0.0148 -0.0281244753 -0.1625405993
[96,] -0.0142 -0.0282216280 -0.1613015079
[97,] -0.0117 -0.0286184279 -0.1561384113
[98,] -0.0109 -0.0287426778 -0.1544861469
[99,] -0.0096 -0.0289417645 -0.1518011411
[100,] -0.0088 -0.0290625445 -0.1501487831
[101,] -0.0078 -0.0292116605 -0.1480832855
[102,] -0.0075 -0.0292559926 -0.1474636253
[103,] -0.0073 -0.0292854440 -0.1470505157
[104,] -0.0064 -0.0294169529 -0.1451914952
[105,] -0.0060 -0.0294748642 -0.1443652493
[106,] -0.0052 -0.0295896954 -0.1427127309
[107,] -0.0048 -0.0296466153 -0.1418864583
[108,] -0.0039 -0.0297734765 -0.1400273124
[109,] -0.0024 -0.0299811935 -0.1369286357
[110,] -0.0014 -0.0301170892 -0.1348627816
[111,] -0.0006 -0.0302243183 -0.1332100582
[112,] -0.0001 -0.0302906651 -0.1321770880
[113,] 0.0021 -0.0305764544 -0.1276303587
[114,] 0.0044 -0.0308645289 -0.1228675084
[115,] 0.0056 -0.0310104767 -0.1203783233
[116,] 0.0064 -0.0311061151 -0.1187172592
[117,] 0.0072 -0.0312004240 -0.1170549090
[118,] 0.0080 -0.0312934026 -0.1153912729
[119,] 0.0084 -0.0313393926 -0.1145589720
[120,] 0.0085 -0.0313508381 -0.1143508426
[121,] 0.0099 -0.0315088884 -0.1114344943
[122,] 0.0107 -0.0315973687 -0.1097658844
[123,] 0.0137 -0.0319172685 -0.1034995866
[124,] 0.0159 -0.0321399094 -0.0989005001
[125,] 0.0160 -0.0321497890 -0.0986913579
[126,] 0.0164 -0.0321890982 -0.0978547082
[127,] 0.0170 -0.0322474344 -0.0965994914
[128,] 0.0183 -0.0323712455 -0.0938788578
[129,] 0.0189 -0.0324271960 -0.0926227205
[130,] 0.0190 -0.0324364478 -0.0924133360
[131,] 0.0196 -0.0324915189 -0.0911568596
[132,] 0.0197 -0.0325006241 -0.0909474186
[133,] 0.0207 -0.0325905242 -0.0888525645
[134,] 0.0211 -0.0326258976 -0.0880143967
[135,] 0.0215 -0.0326609357 -0.0871760998
[136,] 0.0224 -0.0327385452 -0.0852894569
[137,] 0.0225 -0.0327470637 -0.0850797890
[138,] 0.0230 -0.0327893415 -0.0840313267
[139,] 0.0233 -0.0328144565 -0.0834021511
[140,] 0.0240 -0.0328723241 -0.0819337882
[141,] 0.0248 -0.0329371997 -0.0802551680
[142,] 0.0250 -0.0329532088 -0.0798354311
[143,] 0.0267 -0.0330858956 -0.0762663452
[144,] 0.0286 -0.0332270099 -0.0722745670
[145,] 0.0293 -0.0332770872 -0.0708031670
[146,] 0.0308 -0.0333809264 -0.0676488008
[147,] 0.0312 -0.0334078176 -0.0668072723
[148,] 0.0316 -0.0334343722 -0.0659655704
[149,] 0.0326 -0.0334992853 -0.0638605574
[150,] 0.0332 -0.0335372226 -0.0625970295
[151,] 0.0339 -0.0335805245 -0.0611224206
[152,] 0.0350 -0.0336464842 -0.0588041054
[153,] 0.0382 -0.0338238576 -0.0520524614
[154,] 0.0396 -0.0338946612 -0.0490951283
[155,] 0.0398 -0.0339044380 -0.0486724788
[156,] 0.0413 -0.0339750685 -0.0455012260
[157,] 0.0415 -0.0339841265 -0.0450782081
[158,] 0.0421 -0.0340107926 -0.0438088943
[159,] 0.0441 -0.0340941773 -0.0395750315
[160,] 0.0443 -0.0341020499 -0.0391514068
[161,] 0.0455 -0.0341475062 -0.0366087488
[162,] 0.0467 -0.0341899103 -0.0340645305
[163,] 0.0468 -0.0341933062 -0.0338524419
[164,] 0.0470 -0.0342000342 -0.0334282322
[165,] 0.0476 -0.0342197093 -0.0321553430
[166,] 0.0491 -0.0342655548 -0.0289717560
[167,] 0.0507 -0.0343091919 -0.0255742342
[168,] 0.0512 -0.0343217135 -0.0245121513
[169,] 0.0525 -0.0343517839 -0.0217499398
[170,] 0.0531 -0.0343644513 -0.0204746851
[171,] 0.0544 -0.0343892720 -0.0177107929
[172,] 0.0546 -0.0343927717 -0.0172854766
[173,] 0.0564 -0.0344204397 -0.0134564054
[174,] 0.0579 -0.0344382301 -0.0102638286
[175,] 0.0623 -0.0344627735 -0.0008901042
[176,] 0.0628 -0.0344629521 0.0001759253
[177,] 0.0631 -0.0344628034 0.0008156247
[178,] 0.0648 -0.0344583349 0.0044417446
[179,] 0.0669 -0.0344443016 0.0089237842
[180,] 0.0672 -0.0344415284 0.0095643205
[181,] 0.0680 -0.0344331936 0.0112727169
[182,] 0.0693 -0.0344167341 0.0140497897
[183,] 0.0694 -0.0344153184 0.0142634583
[184,] 0.0702 -0.0344032238 0.0159730523
[185,] 0.0747 -0.0343096950 0.0255976327
[186,] 0.0750 -0.0343019194 0.0262397613
[187,] 0.0770 -0.0342451579 0.0305221839
[188,] 0.0783 -0.0342036689 0.0333072182
[189,] 0.0790 -0.0341798288 0.0348073284
[190,] 0.0807 -0.0341175588 0.0384518412
[191,] 0.0814 -0.0340901171 0.0399530945
[192,] 0.0827 -0.0340363654 0.0427420211
[193,] 0.0829 -0.0340277741 0.0431711888
[194,] 0.0835 -0.0340014851 0.0444588552
[195,] 0.0850 -0.0339323818 0.0476790929
[196,] 0.0871 -0.0338275198 0.0521899978
[197,] 0.0879 -0.0337850801 0.0539092271
[198,] 0.0880 -0.0337796785 0.0541241614
[199,] 0.0913 -0.0335893613 0.0612208102
[200,] 0.0935 -0.0334494674 0.0659560262
[201,] 0.0962 -0.0332635357 0.0717719290
[202,] 0.1000 -0.0329752353 0.0799697221
[203,] 0.1011 -0.0328859593 0.0823509710
[204,] 0.1013 -0.0328694458 0.0827844305
[205,] 0.1025 -0.0327685426 0.0853884515
[206,] 0.1058 -0.0324749221 0.0925660105
[207,] 0.1065 -0.0324095924 0.0940905576
[208,] 0.1086 -0.0322071965 0.0986684642
[209,] 0.1109 -0.0319744861 0.1036897030
[210,] 0.1110 -0.0319641062 0.1039081919
[211,] 0.1121 -0.0318484850 0.1063125263
[212,] 0.1123 -0.0318271787 0.1067498419
[213,] 0.1130 -0.0317519181 0.1082805845
[214,] 0.1131 -0.0317410791 0.1084992795
[215,] 0.1146 -0.0315758696 0.1117802296
[216,] 0.1150 -0.0315309825 0.1126553158
[217,] 0.1242 -0.0304019090 0.1328016197
[218,] 0.1246 -0.0303486130 0.1336783859
[219,] 0.1288 -0.0297678249 0.1428886575
[220,] 0.1304 -0.0295363946 0.1463993623
[221,] 0.1330 -0.0291483374 0.1521066464
[222,] 0.1331 -0.0291331158 0.1523262164
[223,] 0.1351 -0.0288240713 0.1567185348
[224,] 0.1361 -0.0286662544 0.1589153503
[225,] 0.1377 -0.0284091774 0.1624311650
[226,] 0.1407 -0.0279119921 0.1690263363
[227,] 0.1441 -0.0273245892 0.1765056236
[228,] 0.1443 -0.0272892441 0.1769457392
[229,] 0.1454 -0.0270932723 0.1793666876
[230,] 0.1508 -0.0260925886 0.1912590217
[231,] 0.1644 -0.0232873457 0.2213171479
[232,] 0.1793 -0.0197424559 0.2545531958
[233,] 0.1814 -0.0192029593 0.2592535567
[234,] 0.1838 -0.0185743016 0.2646283292
[235,] 0.1927 -0.0161303250 0.2845871335
[236,] 0.1978 -0.0146497171 0.2960464888
[237,] 0.2012 -0.0136301566 0.3036963683
[238,] 0.2026 -0.0132027752 0.3068487158
[239,] 0.2056 -0.0122720910 0.3136084549
[240,] 0.2087 -0.0112890693 0.3206001578
[241,] 0.2099 -0.0109027244 0.3233081542
[242,] 0.2385 -0.0007279767 0.3884036657
[243,] 0.2400 -0.0001427871 0.3918496605
[244,] 0.2620 0.0090361216 0.4426721795
, , n=220
newdata fun 1der
[1,] -0.3064 0.14663920 -0.4603146233
[2,] -0.2579 0.12611760 -0.3859331334
[3,] -0.2523 0.12398026 -0.3774243123
[4,] -0.2394 0.11923579 -0.3582486637
[5,] -0.2304 0.11607084 -0.3450875911
[6,] -0.2187 0.11213282 -0.3281029980
[7,] -0.2181 0.11193621 -0.3272353422
[8,] -0.2102 0.10939617 -0.3158146257
[9,] -0.2015 0.10670327 -0.3032455640
[10,] -0.1881 0.10276935 -0.2839120447
[11,] -0.1846 0.10178448 -0.2788675730
[12,] -0.1842 0.10167305 -0.2782912025
[13,] -0.1831 0.10136780 -0.2767063322
[14,] -0.1807 0.10070786 -0.2732491900
[15,] -0.1782 0.10002923 -0.2696491036
[16,] -0.1754 0.09927986 -0.2656183437
[17,] -0.1697 0.09778921 -0.2574182116
[18,] -0.1683 0.09743023 -0.2554057957
[19,] -0.1663 0.09692230 -0.2525321292
[20,] -0.1512 0.09327262 -0.2308825355
[21,] -0.1505 0.09311135 -0.2298819427
[22,] -0.1419 0.09118702 -0.2176658975
[23,] -0.1353 0.08978097 -0.2084372371
[24,] -0.1337 0.08944924 -0.2062244733
[25,] -0.1285 0.08839546 -0.1990888559
[26,] -0.1247 0.08764875 -0.1939209907
[27,] -0.1209 0.08692161 -0.1887903061
[28,] -0.1167 0.08614054 -0.1831524071
[29,] -0.1154 0.08590357 -0.1814142916
[30,] -0.1141 0.08566886 -0.1796794816
[31,] -0.1138 0.08561502 -0.1792796102
[32,] -0.1124 0.08536533 -0.1774158714
[33,] -0.1123 0.08534760 -0.1772828939
[34,] -0.1121 0.08531217 -0.1770169976
[35,] -0.1053 0.08413908 -0.1680230729
[36,] -0.1039 0.08390514 -0.1661826094
[37,] -0.0988 0.08307464 -0.1595086361
[38,] -0.0984 0.08301095 -0.1589870668
[39,] -0.0977 0.08289997 -0.1580749718
[40,] -0.0955 0.08255536 -0.1552147170
[41,] -0.0948 0.08244702 -0.1543072252
[42,] -0.0923 0.08206530 -0.1510767727
[43,] -0.0909 0.08185505 -0.1492749489
[44,] -0.0902 0.08175087 -0.1483762023
[45,] -0.0888 0.08154440 -0.1465836811
[46,] -0.0871 0.08129706 -0.1444159603
[47,] -0.0866 0.08122501 -0.1437802557
[48,] -0.0807 0.08039870 -0.1363444104
[49,] -0.0806 0.08038507 -0.1362191842
[50,] -0.0707 0.07909744 -0.1239677584
[51,] -0.0693 0.07892508 -0.1222644046
[52,] -0.0680 0.07876716 -0.1206862010
[53,] -0.0671 0.07865904 -0.1195946576
[54,] -0.0648 0.07838718 -0.1168056413
[55,] -0.0644 0.07834055 -0.1163205189
[56,] -0.0637 0.07825942 -0.1154715005
[57,] -0.0636 0.07824788 -0.1153502065
[58,] -0.0606 0.07790730 -0.1116983739
[59,] -0.0541 0.07720734 -0.1036406312
[60,] -0.0537 0.07716598 -0.1031379026
[61,] -0.0520 0.07699247 -0.1009904304
[62,] -0.0518 0.07697230 -0.1007365596
[63,] -0.0516 0.07695217 -0.1004824305
[64,] -0.0514 0.07693210 -0.1002280430
[65,] -0.0507 0.07686226 -0.0993356521
[66,] -0.0468 0.07648462 -0.0943067632
[67,] -0.0467 0.07647520 -0.0941766384
[68,] -0.0465 0.07645639 -0.0939162230
[69,] -0.0407 0.07593377 -0.0862634849
[70,] -0.0378 0.07568925 -0.0823606967
[71,] -0.0374 0.07565642 -0.0818183631
[72,] -0.0365 0.07558333 -0.0805945513
[73,] -0.0361 0.07555120 -0.0800490520
[74,] -0.0358 0.07552725 -0.0796392884
[75,] -0.0345 0.07542488 -0.0778573147
[76,] -0.0339 0.07537841 -0.0770314248
[77,] -0.0321 0.07524199 -0.0745444211
[78,] -0.0306 0.07513173 -0.0724618631
[79,] -0.0302 0.07510286 -0.0719049706
[80,] -0.0293 0.07503871 -0.0706495857
[81,] -0.0290 0.07501758 -0.0702303928
[82,] -0.0262 0.07482643 -0.0663002941
[83,] -0.0261 0.07481980 -0.0661593444
[84,] -0.0254 0.07477384 -0.0651715587
[85,] -0.0244 0.07470937 -0.0637569830
[86,] -0.0243 0.07470300 -0.0636153020
[87,] -0.0240 0.07468398 -0.0631900152
[88,] -0.0206 0.07447736 -0.0583445448
[89,] -0.0195 0.07441405 -0.0567668377
[90,] -0.0193 0.07440273 -0.0564794538
[91,] -0.0191 0.07439146 -0.0561919073
[92,] -0.0190 0.07438585 -0.0560480731
[93,] -0.0186 0.07436354 -0.0554723302
[94,] -0.0153 0.07418835 -0.0506976732
[95,] -0.0148 0.07416318 -0.0499704389
[96,] -0.0142 0.07413346 -0.0490964666
[97,] -0.0117 0.07401529 -0.0454397552
[98,] -0.0109 0.07397940 -0.0442644433
[99,] -0.0096 0.07392311 -0.0423492211
[100,] -0.0088 0.07388970 -0.0411673365
[101,] -0.0078 0.07384927 -0.0396864596
[102,] -0.0075 0.07383743 -0.0392414336
[103,] -0.0073 0.07382961 -0.0389445540
[104,] -0.0064 0.07379517 -0.0376066592
[105,] -0.0060 0.07378024 -0.0370110221
[106,] -0.0052 0.07375111 -0.0358178699
[107,] -0.0048 0.07373690 -0.0352203549
[108,] -0.0039 0.07370581 -0.0338736574
[109,] -0.0024 0.07365669 -0.0316221193
[110,] -0.0014 0.07362582 -0.0301162035
[111,] -0.0006 0.07360221 -0.0289086540
[112,] -0.0001 0.07358794 -0.0281526640
[113,] 0.0021 0.07352967 -0.0248146886
[114,] 0.0044 0.07347663 -0.0213047407
[115,] 0.0056 0.07345217 -0.0194652477
[116,] 0.0064 0.07343709 -0.0182358981
[117,] 0.0072 0.07342299 -0.0170051831
[118,] 0.0080 0.07340988 -0.0157733570
[119,] 0.0084 0.07340370 -0.0151570273
[120,] 0.0085 0.07340219 -0.0150029014
[121,] 0.0099 0.07338269 -0.0128433168
[122,] 0.0107 0.07337291 -0.0116077405
[123,] 0.0137 0.07334505 -0.0069644337
[124,] 0.0159 0.07333349 -0.0035494112
[125,] 0.0160 0.07333314 -0.0033939833
[126,] 0.0164 0.07333191 -0.0027720979
[127,] 0.0170 0.07333052 -0.0018387489
[128,] 0.0183 0.07332945 0.0001856514
[129,] 0.0189 0.07332984 0.0011209795
[130,] 0.0190 0.07332996 0.0012769283
[131,] 0.0196 0.07333101 0.0022129857
[132,] 0.0197 0.07333123 0.0023690560
[133,] 0.0207 0.07333438 0.0039307142
[134,] 0.0211 0.07333608 0.0045558636
[135,] 0.0215 0.07333803 0.0051812907
[136,] 0.0224 0.07334333 0.0065895175
[137,] 0.0225 0.07334399 0.0067460740
[138,] 0.0230 0.07334756 0.0075291166
[139,] 0.0233 0.07334989 0.0079991506
[140,] 0.0240 0.07335587 0.0090965041
[141,] 0.0248 0.07336365 0.0103516256
[142,] 0.0250 0.07336576 0.0106654710
[143,] 0.0267 0.07338615 0.0133327444
[144,] 0.0286 0.07341432 0.0163129399
[145,] 0.0293 0.07342612 0.0174106739
[146,] 0.0308 0.07345400 0.0197620348
[147,] 0.0312 0.07346203 0.0203887808
[148,] 0.0316 0.07347031 0.0210154072
[149,] 0.0326 0.07349211 0.0225814504
[150,] 0.0332 0.07350594 0.0235207176
[151,] 0.0339 0.07352279 0.0246161895
[152,] 0.0350 0.07355081 0.0263369056
[153,] 0.0382 0.07364311 0.0313519727
[154,] 0.0396 0.07368854 0.0335575469
[155,] 0.0398 0.07369528 0.0338732195
[156,] 0.0413 0.07374787 0.0362454709
[157,] 0.0415 0.07375515 0.0365623986
[158,] 0.0421 0.07377738 0.0375140677
[159,] 0.0441 0.07385558 0.0406958956
[160,] 0.0443 0.07386376 0.0410148905
[161,] 0.0455 0.07391412 0.0429319606
[162,] 0.0467 0.07396679 0.0448543463
[163,] 0.0468 0.07397129 0.0450147851
[164,] 0.0470 0.07398032 0.0453357733
[165,] 0.0476 0.07400781 0.0462996239
[166,] 0.0491 0.07407907 0.0487150645
[167,] 0.0507 0.07415908 0.0513006890
[168,] 0.0512 0.07418494 0.0521106347
[169,] 0.0525 0.07425405 0.0542208123
[170,] 0.0531 0.07428688 0.0551968445
[171,] 0.0544 0.07436001 0.0573161398
[172,] 0.0546 0.07437151 0.0576427389
[173,] 0.0564 0.07447791 0.0605887757
[174,] 0.0579 0.07457064 0.0630529425
[175,] 0.0623 0.07486406 0.0703287745
[176,] 0.0628 0.07489943 0.0711594636
[177,] 0.0631 0.07492085 0.0716581397
[178,] 0.0648 0.07504507 0.0744876901
[179,] 0.0669 0.07520518 0.0779907199
[180,] 0.0672 0.07522865 0.0784915799
[181,] 0.0680 0.07529198 0.0798276730
[182,] 0.0693 0.07539716 0.0820002721
[183,] 0.0694 0.07540537 0.0821674693
[184,] 0.0702 0.07547164 0.0835054291
[185,] 0.0747 0.07586437 0.0910440998
[186,] 0.0750 0.07589176 0.0915474414
[187,] 0.0770 0.07607821 0.0949054917
[188,] 0.0783 0.07620301 0.0970904993
[189,] 0.0790 0.07627138 0.0982677842
[190,] 0.0807 0.07644087 0.1011290682
[191,] 0.0814 0.07651207 0.1023081349
[192,] 0.0827 0.07664650 0.1044990964
[193,] 0.0829 0.07666743 0.1048362101
[194,] 0.0835 0.07673064 0.1058474952
[195,] 0.0850 0.07689130 0.1083753408
[196,] 0.0871 0.07712261 0.1119134437
[197,] 0.0879 0.07721268 0.1132610221
[198,] 0.0880 0.07722401 0.1134294589
[199,] 0.0913 0.07760750 0.1189865663
[200,] 0.0935 0.07787334 0.1226898947
[201,] 0.0962 0.07821074 0.1272333470
[202,] 0.1000 0.07870637 0.1336249572
[203,] 0.1011 0.07885438 0.1354745321
[204,] 0.1013 0.07888150 0.1358107882
[205,] 0.1025 0.07904569 0.1378281287
[206,] 0.1058 0.07950967 0.1433740849
[207,] 0.1065 0.07961045 0.1445501735
[208,] 0.1086 0.07991770 0.1480777544
[209,] 0.1109 0.08026273 0.1519400170
[210,] 0.1110 0.08027793 0.1521079046
[211,] 0.1121 0.08044626 0.1539544587
[212,] 0.1123 0.08047709 0.1542901548
[213,] 0.1130 0.08058550 0.1554649911
[214,] 0.1131 0.08060106 0.1556328105
[215,] 0.1146 0.08083639 0.1581485684
[216,] 0.1150 0.08089979 0.1588189255
[217,] 0.1242 0.08243154 0.1741483141
[218,] 0.1246 0.08250133 0.1748125393
[219,] 0.1288 0.08325019 0.1817825179
[220,] 0.1304 0.08354316 0.1844356411
[221,] 0.1330 0.08402830 0.1887444873
[222,] 0.1331 0.08404718 0.1889101508
[223,] 0.1351 0.08442831 0.1922224685
[224,] 0.1361 0.08462136 0.1938780976
[225,] 0.1377 0.08493369 0.1965290940
[226,] 0.1407 0.08553074 0.2015076836
[227,] 0.1441 0.08622547 0.2071626542
[228,] 0.1443 0.08626694 0.2074957154
[229,] 0.1454 0.08649619 0.2093283781
[230,] 0.1508 0.08765090 0.2183453603
[231,] 0.1644 0.09077559 0.2412040548
[232,] 0.1793 0.09455761 0.2664904538
[233,] 0.1814 0.09512100 0.2700733966
[234,] 0.1838 0.09577410 0.2741737932
[235,] 0.1927 0.09828208 0.2894311717
[236,] 0.1978 0.09978057 0.2982207580
[237,] 0.2012 0.10080452 0.3041033415
[238,] 0.2026 0.10123196 0.3065323447
[239,] 0.2056 0.10215939 0.3117563493
[240,] 0.2087 0.10313424 0.3171817033
[241,] 0.2099 0.10351612 0.3192892667
[242,] 0.2385 0.11336952 0.3698448193
[243,] 0.2400 0.11392628 0.3725030859
[244,] 0.2620 0.12254874 0.4113410409
, , n=340
newdata fun 1der
[1,] -0.3064 7.957221e-02 -0.656392048
[2,] -0.2579 5.002965e-02 -0.561968898
[3,] -0.2523 4.691316e-02 -0.551060355
[4,] -0.2394 3.996709e-02 -0.525825666
[5,] -0.2304 3.531425e-02 -0.508123640
[6,] -0.2187 2.950485e-02 -0.484846546
[7,] -0.2181 2.921430e-02 -0.483636940
[8,] -0.2102 2.545689e-02 -0.467564008
[9,] -0.2015 2.146703e-02 -0.449606383
[10,] -0.1881 1.562893e-02 -0.421750416
[11,] -0.1846 1.416555e-02 -0.414463573
[12,] -0.1842 1.399993e-02 -0.413629576
[13,] -0.1831 1.354620e-02 -0.411334801
[14,] -0.1807 1.256501e-02 -0.406321494
[15,] -0.1782 1.155575e-02 -0.401089969
[16,] -0.1754 1.044091e-02 -0.395219413
[17,] -0.1697 8.222333e-03 -0.383215253
[18,] -0.1683 7.687904e-03 -0.380254285
[19,] -0.1663 6.931633e-03 -0.376015727
[20,] -0.1512 1.497291e-03 -0.343621874
[21,] -0.1505 1.257290e-03 -0.342094703
[22,] -0.1419 -1.603435e-03 -0.323134920
[23,] -0.1353 -3.687411e-03 -0.308330490
[24,] -0.1337 -4.177842e-03 -0.304706124
[25,] -0.1285 -5.731552e-03 -0.292859494
[26,] -0.1247 -6.827878e-03 -0.284146301
[27,] -0.1209 -7.891005e-03 -0.275386331
[28,] -0.1167 -9.027196e-03 -0.265644802
[29,] -0.1154 -9.370565e-03 -0.262612994
[30,] -0.1141 -9.709987e-03 -0.259573021
[31,] -0.1138 -9.787753e-03 -0.258870330
[32,] -0.1124 -1.014787e-02 -0.255584792
[33,] -0.1123 -1.017342e-02 -0.255349671
[34,] -0.1121 -1.022444e-02 -0.254879251
[35,] -0.1053 -1.190292e-02 -0.238748016
[36,] -0.1039 -1.223482e-02 -0.235396549
[37,] -0.0988 -1.340400e-02 -0.223067206
[38,] -0.0984 -1.349303e-02 -0.222090562
[39,] -0.0977 -1.364790e-02 -0.220377383
[40,] -0.0955 -1.412677e-02 -0.214956545
[41,] -0.0948 -1.427664e-02 -0.213220259
[42,] -0.0923 -1.480189e-02 -0.206974022
[43,] -0.0909 -1.508919e-02 -0.203445270
[44,] -0.0902 -1.523098e-02 -0.201672585
[45,] -0.0888 -1.551083e-02 -0.198110599
[46,] -0.0871 -1.584392e-02 -0.193755544
[47,] -0.0866 -1.594048e-02 -0.192468659
[48,] -0.0807 -1.703091e-02 -0.177119810
[49,] -0.0806 -1.704861e-02 -0.176857177
[50,] -0.0707 -1.866951e-02 -0.150467048
[51,] -0.0693 -1.887751e-02 -0.146675931
[52,] -0.0680 -1.906590e-02 -0.143144947
[53,] -0.0671 -1.919363e-02 -0.140694503
[54,] -0.0648 -1.951000e-02 -0.134410909
[55,] -0.0644 -1.956355e-02 -0.133315148
[56,] -0.0637 -1.965620e-02 -0.131395494
[57,] -0.0636 -1.966932e-02 -0.131121043
[58,] -0.0606 -2.005031e-02 -0.122862481
[59,] -0.0541 -2.079034e-02 -0.104798898
[60,] -0.0537 -2.083203e-02 -0.103680152
[61,] -0.0520 -2.100424e-02 -0.098918526
[62,] -0.0518 -2.102397e-02 -0.098357594
[63,] -0.0516 -2.104359e-02 -0.097796506
[64,] -0.0514 -2.106309e-02 -0.097235262
[65,] -0.0507 -2.113047e-02 -0.095269682
[66,] -0.0468 -2.148062e-02 -0.084283486
[67,] -0.0467 -2.148903e-02 -0.084001077
[68,] -0.0465 -2.150577e-02 -0.083436204
[69,] -0.0407 -2.194215e-02 -0.067035180
[70,] -0.0378 -2.212466e-02 -0.058829894
[71,] -0.0374 -2.214796e-02 -0.057697959
[72,] -0.0365 -2.219874e-02 -0.055150954
[73,] -0.0361 -2.222058e-02 -0.054018885
[74,] -0.0358 -2.223666e-02 -0.053169805
[75,] -0.0345 -2.230339e-02 -0.049490191
[76,] -0.0339 -2.233257e-02 -0.047791760
[77,] -0.0321 -2.241401e-02 -0.042695907
[78,] -0.0306 -2.247487e-02 -0.038448721
[79,] -0.0302 -2.249002e-02 -0.037316039
[80,] -0.0293 -2.252246e-02 -0.034767354
[81,] -0.0290 -2.253276e-02 -0.033917746
[82,] -0.0262 -2.261662e-02 -0.025978673
[83,] -0.0261 -2.261920e-02 -0.025694783
[84,] -0.0254 -2.263649e-02 -0.023706874
[85,] -0.0244 -2.265878e-02 -0.020864940
[86,] -0.0243 -2.266085e-02 -0.020580613
[87,] -0.0240 -2.266690e-02 -0.019727488
[88,] -0.0206 -2.271752e-02 -0.010043466
[89,] -0.0195 -2.272684e-02 -0.006904395
[90,] -0.0193 -2.272816e-02 -0.006333339
[91,] -0.0191 -2.272937e-02 -0.005762186
[92,] -0.0190 -2.272993e-02 -0.005476574
[93,] -0.0186 -2.273190e-02 -0.004333880
[94,] -0.0153 -2.273063e-02 0.005108154
[95,] -0.0148 -2.272771e-02 0.006541070
[96,] -0.0142 -2.272327e-02 0.008261370
[97,] -0.0117 -2.269365e-02 0.015438690
[98,] -0.0109 -2.268038e-02 0.017738635
[99,] -0.0096 -2.265489e-02 0.021479357
[100,] -0.0088 -2.263678e-02 0.023783378
[101,] -0.0078 -2.261156e-02 0.026665588
[102,] -0.0075 -2.260343e-02 0.027530724
[103,] -0.0073 -2.259787e-02 0.028107603
[104,] -0.0064 -2.257140e-02 0.030704758
[105,] -0.0060 -2.255889e-02 0.031859679
[106,] -0.0052 -2.253248e-02 0.034170602
[107,] -0.0048 -2.251858e-02 0.035326564
[108,] -0.0039 -2.248561e-02 0.037927818
[109,] -0.0024 -2.242547e-02 0.042263143
[110,] -0.0014 -2.238176e-02 0.045150873
[111,] -0.0006 -2.234472e-02 0.047459355
[112,] -0.0001 -2.232063e-02 0.048901387
[113,] 0.0021 -2.220607e-02 0.055240079
[114,] 0.0044 -2.207140e-02 0.061861462
[115,] 0.0056 -2.199510e-02 0.065314360
[116,] 0.0064 -2.194193e-02 0.067615631
[117,] 0.0072 -2.188691e-02 0.069916372
[118,] 0.0080 -2.183006e-02 0.072216346
[119,] 0.0084 -2.180094e-02 0.073365638
[120,] 0.0085 -2.179359e-02 0.073652881
[121,] 0.0099 -2.168766e-02 0.077670911
[122,] 0.0107 -2.162461e-02 0.079964105
[123,] 0.0137 -2.137184e-02 0.088545301
[124,] 0.0159 -2.117014e-02 0.094817556
[125,] 0.0160 -2.116064e-02 0.095102077
[126,] 0.0164 -2.112237e-02 0.096239633
[127,] 0.0170 -2.106412e-02 0.097944375
[128,] 0.0183 -2.093439e-02 0.101631431
[129,] 0.0189 -2.087290e-02 0.103330126
[130,] 0.0190 -2.086255e-02 0.103613056
[131,] 0.0196 -2.079988e-02 0.105309522
[132,] 0.0197 -2.078933e-02 0.105592081
[133,] 0.0207 -2.068233e-02 0.108414750
[134,] 0.0211 -2.063874e-02 0.109542333
[135,] 0.0215 -2.059470e-02 0.110669073
[136,] 0.0224 -2.049395e-02 0.113201443
[137,] 0.0225 -2.048262e-02 0.113482580
[138,] 0.0230 -2.042553e-02 0.114887551
[139,] 0.0233 -2.039093e-02 0.115729980
[140,] 0.0240 -2.030924e-02 0.117694580
[141,] 0.0248 -2.021418e-02 0.119938115
[142,] 0.0250 -2.019014e-02 0.120498712
[143,] 0.0267 -1.998124e-02 0.125259145
[144,] 0.0286 -1.973820e-02 0.130569809
[145,] 0.0293 -1.964612e-02 0.132523756
[146,] 0.0308 -1.944420e-02 0.136706047
[147,] 0.0312 -1.938929e-02 0.137820234
[148,] 0.0316 -1.933394e-02 0.138933961
[149,] 0.0326 -1.919362e-02 0.141716268
[150,] 0.0332 -1.910809e-02 0.143384274
[151,] 0.0339 -1.900704e-02 0.145328975
[152,] 0.0350 -1.884550e-02 0.148382090
[153,] 0.0382 -1.835649e-02 0.157244123
[154,] 0.0396 -1.813364e-02 0.161112017
[155,] 0.0398 -1.810136e-02 0.161664113
[156,] 0.0413 -1.785576e-02 0.165800632
[157,] 0.0415 -1.782254e-02 0.166351455
[158,] 0.0421 -1.772224e-02 0.168002851
[159,] 0.0441 -1.738073e-02 0.173495857
[160,] 0.0443 -1.734598e-02 0.174044172
[161,] 0.0455 -1.713516e-02 0.177330302
[162,] 0.0467 -1.692039e-02 0.180609981
[163,] 0.0468 -1.690232e-02 0.180882997
[164,] 0.0470 -1.686608e-02 0.181428894
[165,] 0.0476 -1.675674e-02 0.183065481
[166,] 0.0491 -1.647907e-02 0.187148146
[167,] 0.0507 -1.617616e-02 0.191488741
[168,] 0.0512 -1.608008e-02 0.192842161
[169,] 0.0525 -1.582710e-02 0.196354331
[170,] 0.0531 -1.570880e-02 0.197972058
[171,] 0.0544 -1.544917e-02 0.201470115
[172,] 0.0546 -1.540882e-02 0.202007537
[173,] 0.0564 -1.504086e-02 0.206836942
[174,] 0.0579 -1.472759e-02 0.210851278
[175,] 0.0623 -1.377403e-02 0.222570289
[176,] 0.0628 -1.366241e-02 0.223896601
[177,] 0.0631 -1.359512e-02 0.224691860
[178,] 0.0648 -1.320932e-02 0.229191071
[179,] 0.0669 -1.272220e-02 0.234735794
[180,] 0.0672 -1.265166e-02 0.235526595
[181,] 0.0680 -1.246239e-02 0.237633545
[182,] 0.0693 -1.215125e-02 0.241051599
[183,] 0.0694 -1.212713e-02 0.241314232
[184,] 0.0702 -1.193324e-02 0.243413781
[185,] 0.0747 -1.081138e-02 0.255173594
[186,] 0.0750 -1.073471e-02 0.255954554
[187,] 0.0770 -1.021761e-02 0.261151280
[188,] 0.0783 -9.875918e-03 0.264520131
[189,] 0.0790 -9.690120e-03 0.266331185
[190,] 0.0807 -9.233624e-03 0.270720878
[191,] 0.0814 -9.043488e-03 0.272524866
[192,] 0.0827 -8.687031e-03 0.275869663
[193,] 0.0829 -8.631806e-03 0.276383616
[194,] 0.0835 -8.465513e-03 0.277924467
[195,] 0.0850 -8.045742e-03 0.281769016
[196,] 0.0871 -7.448392e-03 0.287131420
[197,] 0.0879 -7.217872e-03 0.289168106
[198,] 0.0880 -7.188943e-03 0.289422454
[199,] 0.0913 -6.220032e-03 0.297786466
[200,] 0.0935 -5.558798e-03 0.303331841
[201,] 0.0962 -4.730650e-03 0.310104544
[202,] 0.1000 -3.534237e-03 0.319574918
[203,] 0.1011 -3.181203e-03 0.322302904
[204,] 0.1013 -3.116693e-03 0.322798253
[205,] 0.1025 -2.727554e-03 0.325766161
[206,] 0.1058 -1.639105e-03 0.333890884
[207,] 0.1065 -1.404780e-03 0.335607329
[208,] 0.1086 -6.946095e-04 0.340742006
[209,] 0.1109 9.554039e-05 0.346340470
[210,] 0.1110 1.301866e-04 0.346583283
[211,] 0.1121 5.128960e-04 0.349250937
[212,] 0.1123 5.827946e-04 0.349735317
[213,] 0.1130 8.282023e-04 0.351429075
[214,] 0.1131 8.633573e-04 0.351670841
[215,] 0.1146 1.393580e-03 0.355291348
[216,] 0.1150 1.535890e-03 0.356254922
[217,] 0.1242 4.914692e-03 0.378196817
[218,] 0.1246 5.066159e-03 0.379140769
[219,] 0.1288 6.679260e-03 0.388980641
[220,] 0.1304 7.304603e-03 0.392695175
[221,] 0.1330 8.333420e-03 0.398694672
[222,] 0.1331 8.373300e-03 0.398924521
[223,] 0.1351 9.175737e-03 0.403507480
[224,] 0.1361 9.580386e-03 0.405788957
[225,] 0.1377 1.023256e-02 0.409425461
[226,] 0.1407 1.147101e-02 0.416197934
[227,] 0.1441 1.289903e-02 0.423800914
[228,] 0.1443 1.298383e-02 0.424245749
[229,] 0.1454 1.345185e-02 0.426687581
[230,] 0.1508 1.578810e-02 0.438557586
[231,] 0.1644 2.195116e-02 0.467545170
[232,] 0.1793 2.914490e-02 0.497810888
[233,] 0.1814 3.019466e-02 0.501958881
[234,] 0.1838 3.140503e-02 0.506677223
[235,] 0.1927 3.599163e-02 0.523960552
[236,] 0.1978 3.868869e-02 0.533686522
[237,] 0.2012 4.051415e-02 0.540105192
[238,] 0.2026 4.127214e-02 0.542735972
[239,] 0.2056 4.290878e-02 0.548349386
[240,] 0.2087 4.461761e-02 0.554115576
[241,] 0.2099 4.528388e-02 0.556338249
[242,] 0.2385 6.193244e-02 0.607120413
[243,] 0.2400 6.284502e-02 0.609644117
[244,] 0.2620 7.665308e-02 0.645163810
, , n=510
newdata fun 1der
[1,] -0.3064 0.1052301808 -0.750939162
[2,] -0.2579 0.0712376872 -0.652755597
[3,] -0.2523 0.0676118292 -0.642221294
[4,] -0.2394 0.0594818190 -0.618402353
[5,] -0.2304 0.0539915171 -0.601713708
[6,] -0.2187 0.0470795351 -0.579922105
[7,] -0.2181 0.0467319537 -0.578806680
[8,] -0.2102 0.0422171465 -0.564210370
[9,] -0.2015 0.0373783806 -0.548338354
[10,] -0.1881 0.0301918142 -0.524481315
[11,] -0.1846 0.0283670891 -0.518339927
[12,] -0.1842 0.0281598934 -0.517638598
[13,] -0.1831 0.0275916326 -0.515710741
[14,] -0.1807 0.0263590618 -0.511512249
[15,] -0.1782 0.0250857993 -0.507148507
[16,] -0.1754 0.0236726260 -0.502260762
[17,] -0.1697 0.0208383281 -0.492308987
[18,] -0.1683 0.0201508064 -0.489864911
[19,] -0.1663 0.0191748965 -0.486373853
[20,] -0.1512 0.0120306420 -0.459890028
[21,] -0.1505 0.0117091526 -0.458650951
[22,] -0.1419 0.0078307641 -0.443350033
[23,] -0.1353 0.0049443017 -0.431463752
[24,] -0.1337 0.0042563243 -0.428554779
[25,] -0.1285 0.0020527409 -0.418987710
[26,] -0.1247 0.0004741905 -0.411912517
[27,] -0.1209 -0.0010772841 -0.404793120
[28,] -0.1167 -0.0027606221 -0.396874333
[29,] -0.1154 -0.0032749573 -0.394409021
[30,] -0.1141 -0.0037860816 -0.391934487
[31,] -0.1138 -0.0039035761 -0.391362132
[32,] -0.1124 -0.0044494208 -0.388682778
[33,] -0.1123 -0.0044882794 -0.388490742
[34,] -0.1121 -0.0045659392 -0.388106407
[35,] -0.1053 -0.0071598749 -0.374832059
[36,] -0.1039 -0.0076826066 -0.372049214
[37,] -0.0988 -0.0095538312 -0.361738009
[38,] -0.0984 -0.0096983623 -0.360917035
[39,] -0.0977 -0.0099505002 -0.359476015
[40,] -0.0955 -0.0107363362 -0.354911316
[41,] -0.0948 -0.0109842621 -0.353447529
[42,] -0.0923 -0.0118613047 -0.348174859
[43,] -0.0909 -0.0123466637 -0.345191548
[44,] -0.0902 -0.0125877732 -0.343691649
[45,] -0.0888 -0.0130668327 -0.340675366
[46,] -0.0871 -0.0136428470 -0.336983185
[47,] -0.0866 -0.0138110657 -0.335891081
[48,] -0.0807 -0.0157543743 -0.322792521
[49,] -0.0806 -0.0157866423 -0.322567147
[50,] -0.0707 -0.0188677714 -0.299699993
[51,] -0.0693 -0.0192836660 -0.296377538
[52,] -0.0680 -0.0196669407 -0.293272688
[53,] -0.0671 -0.0199299145 -0.291112055
[54,] -0.0648 -0.0205930862 -0.285549096
[55,] -0.0644 -0.0207071112 -0.284575559
[56,] -0.0637 -0.0209057166 -0.282867543
[57,] -0.0636 -0.0209339911 -0.282623092
[58,] -0.0606 -0.0217708070 -0.275237307
[59,] -0.0541 -0.0235069711 -0.258887926
[60,] -0.0537 -0.0236103220 -0.257866308
[61,] -0.0520 -0.0240442371 -0.253504377
[62,] -0.0518 -0.0240948864 -0.252989075
[63,] -0.0516 -0.0241454327 -0.252473324
[64,] -0.0514 -0.0241958757 -0.251957124
[65,] -0.0507 -0.0243716125 -0.250146892
[66,] -0.0468 -0.0253272748 -0.239950070
[67,] -0.0467 -0.0253512566 -0.239686084
[68,] -0.0465 -0.0253991410 -0.239157732
[69,] -0.0407 -0.0267411705 -0.223644462
[70,] -0.0378 -0.0273780932 -0.215770892
[71,] -0.0374 -0.0274641833 -0.214679446
[72,] -0.0365 -0.0276562886 -0.212220628
[73,] -0.0361 -0.0277409581 -0.211126457
[74,] -0.0358 -0.0278041729 -0.210305279
[75,] -0.0345 -0.0280752541 -0.206741392
[76,] -0.0339 -0.0281988047 -0.205093533
[77,] -0.0321 -0.0285635162 -0.200138641
[78,] -0.0306 -0.0288606191 -0.195996595
[79,] -0.0302 -0.0289387965 -0.194890058
[80,] -0.0293 -0.0291130761 -0.192397285
[81,] -0.0290 -0.0291706705 -0.191565418
[82,] -0.0262 -0.0296956920 -0.183778760
[83,] -0.0261 -0.0297140560 -0.183499982
[84,] -0.0254 -0.0298418227 -0.181547496
[85,] -0.0244 -0.0300219743 -0.178755088
[86,] -0.0243 -0.0300398358 -0.178475644
[87,] -0.0240 -0.0300932528 -0.177637090
[88,] -0.0206 -0.0306810353 -0.168110227
[89,] -0.0195 -0.0308642567 -0.165018859
[90,] -0.0193 -0.0308972042 -0.164456311
[91,] -0.0191 -0.0309300392 -0.163893616
[92,] -0.0190 -0.0309464145 -0.163612212
[93,] -0.0186 -0.0310112966 -0.162486230
[94,] -0.0153 -0.0315320280 -0.153174094
[95,] -0.0148 -0.0316082614 -0.151759279
[96,] -0.0142 -0.0316988072 -0.150059937
[97,] -0.0117 -0.0320650896 -0.142960983
[98,] -0.0109 -0.0321785474 -0.140683063
[99,] -0.0096 -0.0323590260 -0.136974974
[100,] -0.0088 -0.0324676918 -0.134689092
[101,] -0.0078 -0.0326006407 -0.131827702
[102,] -0.0075 -0.0326400601 -0.130968580
[103,] -0.0073 -0.0326661965 -0.130395660
[104,] -0.0064 -0.0327823919 -0.127815812
[105,] -0.0060 -0.0328332888 -0.126668316
[106,] -0.0052 -0.0329337049 -0.124371669
[107,] -0.0048 -0.0329832238 -0.123222518
[108,] -0.0039 -0.0330929598 -0.120634911
[109,] -0.0024 -0.0332706740 -0.116316024
[110,] -0.0014 -0.0333855485 -0.113432456
[111,] -0.0006 -0.0334753709 -0.111123118
[112,] -0.0001 -0.0335305714 -0.109678662
[113,] 0.0021 -0.0337648651 -0.103312810
[114,] 0.0044 -0.0339942782 -0.096639754
[115,] 0.0056 -0.0341081531 -0.093151050
[116,] 0.0064 -0.0341817428 -0.090822633
[117,] 0.0072 -0.0342534688 -0.088492123
[118,] 0.0080 -0.0343233296 -0.086159521
[119,] 0.0084 -0.0343575600 -0.084992435
[120,] 0.0085 -0.0343660447 -0.084700582
[121,] 0.0099 -0.0344817637 -0.080611206
[122,] 0.0107 -0.0345453169 -0.078271543
[123,] 0.0137 -0.0347665828 -0.069478353
[124,] 0.0159 -0.0349122192 -0.063002381
[125,] 0.0160 -0.0349185047 -0.062707456
[126,] 0.0164 -0.0349433517 -0.061527386
[127,] 0.0170 -0.0349797368 -0.059756173
[128,] 0.0183 -0.0350549231 -0.055913982
[129,] 0.0189 -0.0350879390 -0.054138558
[130,] 0.0190 -0.0350933380 -0.053842525
[131,] 0.0196 -0.0351251105 -0.052065549
[132,] 0.0197 -0.0351303022 -0.051769257
[133,] 0.0207 -0.0351805893 -0.048804306
[134,] 0.0211 -0.0351998737 -0.047617292
[135,] 0.0215 -0.0352186831 -0.046429686
[136,] 0.0224 -0.0352589875 -0.043755419
[137,] 0.0225 -0.0352633482 -0.043458098
[138,] 0.0230 -0.0352847055 -0.041970964
[139,] 0.0233 -0.0352971629 -0.041078260
[140,] 0.0240 -0.0353251287 -0.038993963
[141,] 0.0248 -0.0353553702 -0.036609342
[142,] 0.0250 -0.0353626324 -0.036012754
[143,] 0.0267 -0.0354195395 -0.030934771
[144,] 0.0286 -0.0354729124 -0.025244585
[145,] 0.0293 -0.0354898486 -0.023144265
[146,] 0.0308 -0.0355211854 -0.018636442
[147,] 0.0312 -0.0355283992 -0.017432712
[148,] 0.0316 -0.0355351315 -0.016228290
[149,] 0.0326 -0.0355494779 -0.013214228
[150,] 0.0332 -0.0355568636 -0.011404549
[151,] 0.0339 -0.0355641077 -0.009292853
[152,] 0.0350 -0.0355724102 -0.005973631
[153,] 0.0382 -0.0355759641 0.003681279
[154,] 0.0396 -0.0355678574 0.007898639
[155,] 0.0398 -0.0355662175 0.008500589
[156,] 0.0413 -0.0355500829 0.013010986
[157,] 0.0415 -0.0355474206 0.013611809
[158,] 0.0421 -0.0355387129 0.015413482
[159,] 0.0441 -0.0355018868 0.021410442
[160,] 0.0443 -0.0354975448 0.022009408
[161,] 0.0455 -0.0354689784 0.025600425
[162,] 0.0467 -0.0354357562 0.029185674
[163,] 0.0468 -0.0354328227 0.029484091
[164,] 0.0470 -0.0354268662 0.030080759
[165,] 0.0476 -0.0354082810 0.031869434
[166,] 0.0491 -0.0353570193 0.036331776
[167,] 0.0507 -0.0352950892 0.041078835
[168,] 0.0512 -0.0352741795 0.042559732
[169,] 0.0525 -0.0352161942 0.046404373
[170,] 0.0531 -0.0351877944 0.048176091
[171,] 0.0544 -0.0351226733 0.052008750
[172,] 0.0546 -0.0351122127 0.052597653
[173,] 0.0564 -0.0350126750 0.057889092
[174,] 0.0579 -0.0349224454 0.062287359
[175,] 0.0623 -0.0346199790 0.075131446
[176,] 0.0628 -0.0345820501 0.076583869
[177,] 0.0631 -0.0345589443 0.077454571
[178,] 0.0648 -0.0344230842 0.082377885
[179,] 0.0669 -0.0342437262 0.088434608
[180,] 0.0672 -0.0342170664 0.089297597
[181,] 0.0680 -0.0341447086 0.091596141
[182,] 0.0693 -0.0340228280 0.095322692
[183,] 0.0694 -0.0340132814 0.095608890
[184,] 0.0702 -0.0339358792 0.097895958
[185,] 0.0747 -0.0334664313 0.110679482
[186,] 0.0750 -0.0334331004 0.111526952
[187,] 0.0770 -0.0332044074 0.117161602
[188,] 0.0783 -0.0330497247 0.120809995
[189,] 0.0790 -0.0329644715 0.122769903
[190,] 0.0807 -0.0327513856 0.127517613
[191,] 0.0814 -0.0326613916 0.129468638
[192,] 0.0827 -0.0324907303 0.133085938
[193,] 0.0829 -0.0324640575 0.133641750
[194,] 0.0835 -0.0323833725 0.135308071
[195,] 0.0850 -0.0321772902 0.139466567
[196,] 0.0871 -0.0318783123 0.145270920
[197,] 0.0879 -0.0317612130 0.147476720
[198,] 0.0880 -0.0317464516 0.147752236
[199,] 0.0913 -0.0312435587 0.156828638
[200,] 0.0935 -0.0308917423 0.162866332
[201,] 0.0962 -0.0304420251 0.170253195
[202,] 0.1000 -0.0297753777 0.180605194
[203,] 0.1011 -0.0295747339 0.183592083
[204,] 0.1013 -0.0295379612 0.184134668
[205,] 0.1025 -0.0293149496 0.187387175
[206,] 0.1058 -0.0286817116 0.196327807
[207,] 0.1065 -0.0285436185 0.198223709
[208,] 0.1086 -0.0281213793 0.203907954
[209,] 0.1109 -0.0276452373 0.210127597
[210,] 0.1110 -0.0276242110 0.210397875
[211,] 0.1121 -0.0273911384 0.213370156
[212,] 0.1123 -0.0273484104 0.213910417
[213,] 0.1130 -0.0271980114 0.215800962
[214,] 0.1131 -0.0271764178 0.216070992
[215,] 0.1146 -0.0268488994 0.220119961
[216,] 0.1150 -0.0267606047 0.221199134
[217,] 0.1242 -0.0246112649 0.245942091
[218,] 0.1246 -0.0245126742 0.247011585
[219,] 0.1288 -0.0234516109 0.258197026
[220,] 0.1304 -0.0230349113 0.262436405
[221,] 0.1330 -0.0223435174 0.269297279
[222,] 0.1331 -0.0223165745 0.269560457
[223,] 0.1351 -0.0217721150 0.274814784
[224,] 0.1361 -0.0214959374 0.277435914
[225,] 0.1377 -0.0210486882 0.281624475
[226,] 0.1407 -0.0201920547 0.289460795
[227,] 0.1441 -0.0191925342 0.298315722
[228,] 0.1443 -0.0191328190 0.298836012
[229,] 0.1454 -0.0188025258 0.301696901
[230,] 0.1508 -0.0171351622 0.315723836
[231,] 0.1644 -0.0126016575 0.350824753
[232,] 0.1793 -0.0070896140 0.389028174
[233,] 0.1814 -0.0062662892 0.394403994
[234,] 0.1838 -0.0053122471 0.400551674
[235,] 0.1927 -0.0016452709 0.423403388
[236,] 0.1978 0.0005474036 0.436461150
[237,] 0.2012 0.0020464119 0.445144174
[238,] 0.2026 0.0026721149 0.448717067
[239,] 0.2056 0.0040297451 0.456368677
[240,] 0.2087 0.0054571357 0.464268756
[241,] 0.2099 0.0060160921 0.467324995
[242,] 0.2385 0.0204195853 0.539508800
[243,] 0.2400 0.0212316224 0.543203758
[244,] 0.2620 0.0337602599 0.594949355
, , n=760
newdata fun 1der
[1,] -0.3064 0.0932763377 -0.6673224759
[2,] -0.2579 0.0640033852 -0.5393882378
[3,] -0.2523 0.0610249330 -0.5243470927
[4,] -0.2394 0.0544834272 -0.4899467363
[5,] -0.2304 0.0501798333 -0.4665051851
[6,] -0.2187 0.0448959417 -0.4368805946
[7,] -0.2181 0.0446342617 -0.4353863454
[8,] -0.2102 0.0412718516 -0.4159203985
[9,] -0.2015 0.0377449252 -0.3949478377
[10,] -0.1881 0.0326637546 -0.3636224031
[11,] -0.1846 0.0314051336 -0.3555979397
[12,] -0.1842 0.0312630772 -0.3546840973
[13,] -0.1831 0.0308743053 -0.3521748468
[14,] -0.1807 0.0300356373 -0.3467195450
[15,] -0.1782 0.0291759123 -0.3410652695
[16,] -0.1754 0.0282297561 -0.3347664465
[17,] -0.1697 0.0263579125 -0.3220398246
[18,] -0.1683 0.0259092351 -0.3189283714
[19,] -0.1663 0.0252758184 -0.3144898746
[20,] -0.1512 0.0207789101 -0.2811723662
[21,] -0.1505 0.0205826280 -0.2796339933
[22,] -0.1419 0.0182588002 -0.2608207593
[23,] -0.1353 0.0165847042 -0.2465009911
[24,] -0.1337 0.0161930648 -0.2430498771
[25,] -0.1285 0.0149582419 -0.2318959748
[26,] -0.1247 0.0140924461 -0.2237925559
[27,] -0.1209 0.0132573584 -0.2157364854
[28,] -0.1167 0.0123698585 -0.2068903075
[29,] -0.1154 0.0121026752 -0.2041615963
[30,] -0.1141 0.0118390364 -0.2014373194
[31,] -0.1138 0.0117786994 -0.2008092604
[32,] -0.1124 0.0114996166 -0.1978813070
[33,] -0.1123 0.0114798389 -0.1976723559
[34,] -0.1121 0.0114403462 -0.1972545289
[35,] -0.1053 0.0101471342 -0.1831345885
[36,] -0.1039 0.0098927610 -0.1802581487
[37,] -0.0988 0.0089999201 -0.1699094212
[38,] -0.0984 0.0089321169 -0.1691065379
[39,] -0.0977 0.0088142333 -0.1677046569
[40,] -0.0955 0.0084501080 -0.1633245370
[41,] -0.0948 0.0083362664 -0.1619377705
[42,] -0.0923 0.0079375909 -0.1570093420
[43,] -0.0909 0.0077196977 -0.1542691145
[44,] -0.0902 0.0076121871 -0.1529046962
[45,] -0.0888 0.0074000245 -0.1501875693
[46,] -0.0871 0.0071474919 -0.1469148757
[47,] -0.0866 0.0070742736 -0.1459586635
[48,] -0.0807 0.0062459976 -0.1348665586
[49,] -0.0806 0.0062325202 -0.1346812088
[50,] -0.0707 0.0049887006 -0.1167231441
[51,] -0.0693 0.0048270285 -0.1142385894
[52,] -0.0680 0.0046800128 -0.1119411851
[53,] -0.0671 0.0045799791 -0.1103568106
[54,] -0.0648 0.0043307953 -0.1063299588
[55,] -0.0644 0.0042884027 -0.1056330434
[56,] -0.0637 0.0042148857 -0.1044160337
[57,] -0.0636 0.0042044528 -0.1042424445
[58,] -0.0606 0.0038995051 -0.0990662286
[59,] -0.0541 0.0032914602 -0.0880769889
[60,] -0.0537 0.0032563627 -0.0874108544
[61,] -0.0520 0.0031101632 -0.0845917937
[62,] -0.0518 0.0030932779 -0.0842614180
[63,] -0.0516 0.0030764586 -0.0839313115
[64,] -0.0514 0.0030597053 -0.0836014741
[65,] -0.0507 0.0030015878 -0.0824491616
[66,] -0.0468 0.0026924832 -0.0760799859
[67,] -0.0467 0.0026848833 -0.0759177752
[68,] -0.0465 0.0026697322 -0.0755935191
[69,] -0.0407 0.0022583712 -0.0662864728
[70,] -0.0378 0.0020727834 -0.0617145982
[71,] -0.0374 0.0020482229 -0.0610882854
[72,] -0.0365 0.0019938763 -0.0596827906
[73,] -0.0361 0.0019701278 -0.0590597746
[74,] -0.0358 0.0019524799 -0.0585931784
[75,] -0.0345 0.0018776199 -0.0565778552
[76,] -0.0339 0.0018439512 -0.0556513199
[77,] -0.0321 0.0017462712 -0.0528854089
[78,] -0.0306 0.0016686618 -0.0505961749
[79,] -0.0302 0.0016485450 -0.0499881218
[80,] -0.0293 0.0016041701 -0.0486237113
[81,] -0.0290 0.0015896510 -0.0481700490
[82,] -0.0262 0.0014606758 -0.0439633841
[83,] -0.0261 0.0014562869 -0.0438140650
[84,] -0.0254 0.0014259825 -0.0427704391
[85,] -0.0244 0.0013839556 -0.0412843866
[86,] -0.0243 0.0013798346 -0.0411360677
[87,] -0.0240 0.0013675605 -0.0406913285
[88,] -0.0206 0.0012377517 -0.0356737575
[89,] -0.0195 0.0011993988 -0.0340593999
[90,] -0.0193 0.0011926163 -0.0337663518
[91,] -0.0191 0.0011858923 -0.0334734486
[92,] -0.0190 0.0011825523 -0.0333270514
[93,] -0.0186 0.0011693385 -0.0327418253
[94,] -0.0153 0.0010692395 -0.0279282007
[95,] -0.0148 0.0010554572 -0.0272009196
[96,] -0.0142 0.0010393983 -0.0263288963
[97,] -0.0117 0.0009781102 -0.0227038500
[98,] -0.0109 0.0009604101 -0.0215466911
[99,] -0.0096 0.0009336201 -0.0196692047
[100,] -0.0088 0.0009183465 -0.0185146200
[101,] -0.0078 0.0009005538 -0.0170706377
[102,] -0.0075 0.0008954976 -0.0166372363
[103,] -0.0073 0.0008921991 -0.0163482252
[104,] -0.0064 0.0008780712 -0.0150468946
[105,] -0.0060 0.0008721682 -0.0144681154
[106,] -0.0052 0.0008610569 -0.0133097999
[107,] -0.0048 0.0008558489 -0.0127302642
[108,] -0.0039 0.0008449787 -0.0114255348
[109,] -0.0024 0.0008294727 -0.0092487317
[110,] -0.0014 0.0008209502 -0.0077959644
[111,] -0.0006 0.0008151786 -0.0066328422
[112,] -0.0001 0.0008120441 -0.0059052648
[113,] 0.0021 0.0008025800 -0.0026964455
[114,] 0.0044 0.0008002481 0.0006702714
[115,] 0.0056 0.0008021080 0.0024300325
[116,] 0.0064 0.0008045218 0.0036046816
[117,] 0.0072 0.0008078759 0.0047806301
[118,] 0.0080 0.0008121711 0.0059577494
[119,] 0.0084 0.0008146721 0.0065468603
[120,] 0.0085 0.0008153341 0.0066941964
[121,] 0.0099 0.0008261513 0.0087599540
[122,] 0.0107 0.0008336324 0.0099429912
[123,] 0.0137 0.0008701346 0.0143962673
[124,] 0.0159 0.0009054186 0.0176839331
[125,] 0.0160 0.0009071945 0.0178339243
[126,] 0.0164 0.0009144481 0.0184343688
[127,] 0.0170 0.0009257793 0.0193364750
[128,] 0.0183 0.0009521901 0.0212969643
[129,] 0.0189 0.0009652405 0.0222045406
[130,] 0.0190 0.0009674685 0.0223559712
[131,] 0.0196 0.0009811549 0.0232655628
[132,] 0.0197 0.0009834890 0.0234173293
[133,] 0.0207 0.0010076661 0.0249376337
[134,] 0.0211 0.0010177630 0.0255470990
[135,] 0.0215 0.0010281039 0.0261573320
[136,] 0.0224 0.0010522643 0.0275331633
[137,] 0.0225 0.0010550253 0.0276862734
[138,] 0.0230 0.0010690600 0.0284525434
[139,] 0.0233 0.0010776648 0.0289128812
[140,] 0.0240 0.0010982802 0.0299886822
[141,] 0.0248 0.0011227639 0.0312210480
[142,] 0.0250 0.0011290389 0.0315296193
[143,] 0.0267 0.0011848733 0.0341602245
[144,] 0.0286 0.0012525839 0.0371172112
[145,] 0.0293 0.0012789492 0.0382129639
[146,] 0.0308 0.0013380376 0.0405746909
[147,] 0.0312 0.0013543940 0.0412076366
[148,] 0.0316 0.0013710039 0.0418419094
[149,] 0.0326 0.0014136408 0.0434333973
[150,] 0.0332 0.0014399884 0.0443923945
[151,] 0.0339 0.0014714560 0.0455156281
[152,] 0.0350 0.0015224982 0.0472903558
[153,] 0.0382 0.0016821563 0.0525072897
[154,] 0.0396 0.0017572775 0.0548109689
[155,] 0.0398 0.0017682727 0.0551411767
[156,] 0.0413 0.0018528467 0.0576267792
[157,] 0.0415 0.0018644053 0.0579593939
[158,] 0.0421 0.0018994807 0.0589589160
[159,] 0.0441 0.0020207438 0.0623088263
[160,] 0.0443 0.0020332392 0.0626453128
[161,] 0.0455 0.0021096271 0.0646693237
[162,] 0.0467 0.0021884491 0.0667019468
[163,] 0.0468 0.0021951278 0.0668716508
[164,] 0.0470 0.0022085360 0.0672111713
[165,] 0.0476 0.0022491685 0.0682306340
[166,] 0.0491 0.0023534293 0.0707852037
[167,] 0.0507 0.0024688717 0.0735193886
[168,] 0.0512 0.0025058455 0.0743758572
[169,] 0.0525 0.0026039848 0.0766093300
[170,] 0.0531 0.0026502606 0.0776435041
[171,] 0.0544 0.0027526579 0.0798930011
[172,] 0.0546 0.0027686713 0.0802401879
[173,] 0.0564 0.0029159237 0.0833770634
[174,] 0.0579 0.0030429599 0.0860069613
[175,] 0.0623 0.0034384830 0.0937908169
[176,] 0.0628 0.0034856008 0.0946802995
[177,] 0.0631 0.0035140850 0.0952142178
[178,] 0.0648 0.0036785228 0.0982429351
[179,] 0.0669 0.0038887678 0.1019917558
[180,] 0.0672 0.0039194457 0.1025279751
[181,] 0.0680 0.0040020403 0.1039587163
[182,] 0.0693 0.0041386992 0.1062862243
[183,] 0.0694 0.0041493368 0.1064653943
[184,] 0.0702 0.0042350826 0.1078994280
[185,] 0.0747 0.0047388166 0.1159893389
[186,] 0.0750 0.0047736945 0.1165302139
[187,] 0.0770 0.0050103644 0.1201411118
[188,] 0.0783 0.0051680761 0.1224929186
[189,] 0.0790 0.0052542649 0.1237608174
[190,] 0.0807 0.0054672785 0.1268443082
[191,] 0.0814 0.0055565143 0.1281154556
[192,] 0.0827 0.0057246000 0.1304783029
[193,] 0.0829 0.0057507320 0.1308420654
[194,] 0.0835 0.0058295647 0.1319337488
[195,] 0.0850 0.0060295137 0.1346655563
[196,] 0.0871 0.0063163315 0.1384943869
[197,] 0.0879 0.0064277105 0.1399530176
[198,] 0.0880 0.0064417149 0.1401353094
[199,] 0.0913 0.0069140619 0.1461268280
[200,] 0.0935 0.0072399041 0.1500902068
[201,] 0.0962 0.0076517002 0.1549432097
[202,] 0.1000 0.0082534538 0.1617681525
[203,] 0.1011 0.0084324837 0.1637400049
[204,] 0.1013 0.0084652675 0.1640981311
[205,] 0.1025 0.0086634736 0.1662448349
[206,] 0.1058 0.0092218070 0.1721374756
[207,] 0.1065 0.0093427404 0.1733865056
[208,] 0.1086 0.0097107852 0.1771319682
[209,] 0.1109 0.0101229064 0.1812360434
[210,] 0.1110 0.0101410390 0.1814147754
[211,] 0.1121 0.0103416773 0.1833827082
[212,] 0.1123 0.0103783896 0.1837408847
[213,] 0.1130 0.0105074472 0.1849954001
[214,] 0.1131 0.0105259557 0.1851747306
[215,] 0.1146 0.0108057372 0.1878684866
[216,] 0.1150 0.0108810285 0.1885884778
[217,] 0.1242 0.0126928007 0.2053131391
[218,] 0.1246 0.0127750722 0.2060442888
[219,] 0.1288 0.0136566028 0.2137369332
[220,] 0.1304 0.0140009317 0.2166749444
[221,] 0.1330 0.0145705070 0.2214634927
[222,] 0.1331 0.0145926626 0.2216480821
[223,] 0.1351 0.0150396547 0.2253458334
[224,] 0.1361 0.0152659265 0.2271981839
[225,] 0.1377 0.0156318172 0.2301659330
[226,] 0.1407 0.0163306773 0.2357437783
[227,] 0.1441 0.0171429908 0.2420932952
[228,] 0.1443 0.0171914469 0.2424677630
[229,] 0.1454 0.0174592949 0.2445289003
[230,] 0.1508 0.0188070470 0.2546339067
[231,] 0.1644 0.0224422843 0.2799196806
[232,] 0.1793 0.0268178561 0.3072909633
[233,] 0.1814 0.0274671691 0.3111021144
[234,] 0.1838 0.0282190393 0.3154561544
[235,] 0.1927 0.0310985470 0.3316472881
[236,] 0.1978 0.0328138117 0.3410215434
[237,] 0.2012 0.0339839894 0.3473282021
[238,] 0.2026 0.0344720813 0.3499486460
[239,] 0.2056 0.0355304136 0.3556185950
[240,] 0.2087 0.0366420070 0.3615485094
[241,] 0.2099 0.0370772504 0.3638583773
[242,] 0.2385 0.0482896444 0.4208339782
[243,] 0.2400 0.0489232159 0.4239301040
[244,] 0.2620 0.0587544215 0.4699536254
> str(pSq5 <- vapply(Pen05Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq5
num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ...
- attr(*, "dimnames")=List of 3
..$ : NULL
..$ : chr [1:3] "newdata" "fun" "1der"
..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ...
, , n=6
newdata fun 1der
[1,] -0.3064 0.08701949 -0.171662261
[2,] -0.2579 0.07948339 -0.138752785
[3,] -0.2523 0.07871738 -0.134816952
[4,] -0.2394 0.07703725 -0.125643369
[5,] -0.2304 0.07593561 -0.119154732
[6,] -0.2187 0.07459136 -0.110610803
[7,] -0.2181 0.07452513 -0.110169340
[8,] -0.2102 0.07367783 -0.104326612
[9,] -0.2015 0.07279841 -0.097827395
[10,] -0.1881 0.07155505 -0.087753202
[11,] -0.1846 0.07125251 -0.085128773
[12,] -0.1842 0.07121852 -0.084829045
[13,] -0.1831 0.07112566 -0.084005012
[14,] -0.1807 0.07092620 -0.082208236
[15,] -0.1782 0.07072302 -0.080338218
[16,] -0.1754 0.07050100 -0.078245767
[17,] -0.1697 0.07006713 -0.073992557
[18,] -0.1683 0.06996427 -0.072949227
[19,] -0.1663 0.06981986 -0.071459658
[20,] -0.1512 0.06882555 -0.060247647
[21,] -0.1505 0.06878355 -0.059729352
[22,] -0.1419 0.06829723 -0.053372327
[23,] -0.1353 0.06796104 -0.048506982
[24,] -0.1337 0.06788437 -0.047329245
[25,] -0.1285 0.06764820 -0.043506286
[26,] -0.1247 0.06748817 -0.040717121
[27,] -0.1209 0.06733874 -0.037931785
[28,] -0.1167 0.06718589 -0.034857711
[29,] -0.1154 0.06714119 -0.033907160
[30,] -0.1141 0.06709773 -0.032957057
[31,] -0.1138 0.06708787 -0.032737866
[32,] -0.1124 0.06704276 -0.031715291
[33,] -0.1123 0.06703959 -0.031642270
[34,] -0.1121 0.06703327 -0.031496236
[35,] -0.1053 0.06683597 -0.026537378
[36,] -0.1039 0.06679953 -0.025517959
[37,] -0.0988 0.06667885 -0.021808757
[38,] -0.0984 0.06667018 -0.021518131
[39,] -0.0977 0.06665530 -0.021009637
[40,] -0.0955 0.06661083 -0.019412361
[41,] -0.0948 0.06659742 -0.018904406
[42,] -0.0923 0.06655243 -0.017091341
[43,] -0.0909 0.06652921 -0.016076749
[44,] -0.0902 0.06651814 -0.015569647
[45,] -0.0888 0.06649705 -0.014555835
[46,] -0.0871 0.06647335 -0.013325476
[47,] -0.0866 0.06646678 -0.012963751
[48,] -0.0807 0.06640287 -0.008700409
[49,] -0.0806 0.06640201 -0.008628228
[50,] -0.0707 0.06635191 -0.001495488
[51,] -0.0693 0.06635053 -0.000488916
[52,] -0.0680 0.06635050 0.000445293
[53,] -0.0671 0.06635119 0.001091791
[54,] -0.0648 0.06635560 0.002742975
[55,] -0.0644 0.06635675 0.003029994
[56,] -0.0637 0.06635905 0.003532176
[57,] -0.0636 0.06635941 0.003603906
[58,] -0.0606 0.06637345 0.005754561
[59,] -0.0541 0.06642597 0.010406127
[60,] -0.0537 0.06643019 0.010692011
[61,] -0.0520 0.06644940 0.011906546
[62,] -0.0518 0.06645180 0.012049382
[63,] -0.0516 0.06645422 0.012192207
[64,] -0.0514 0.06645667 0.012335022
[65,] -0.0507 0.06646548 0.012834791
[66,] -0.0468 0.06652097 0.015616835
[67,] -0.0467 0.06652253 0.015688117
[68,] -0.0465 0.06652568 0.015830671
[69,] -0.0407 0.06662948 0.019960149
[70,] -0.0378 0.06669035 0.022021543
[71,] -0.0374 0.06669922 0.022305698
[72,] -0.0365 0.06671958 0.022944892
[73,] -0.0361 0.06672882 0.023228909
[74,] -0.0358 0.06673582 0.023441894
[75,] -0.0345 0.06676689 0.024364553
[76,] -0.0339 0.06678164 0.024790245
[77,] -0.0321 0.06682741 0.026066747
[78,] -0.0306 0.06686731 0.027129842
[79,] -0.0302 0.06687822 0.027413234
[80,] -0.0293 0.06690318 0.028050709
[81,] -0.0290 0.06691162 0.028263153
[82,] -0.0262 0.06699353 0.030244813
[83,] -0.0261 0.06699656 0.030315548
[84,] -0.0254 0.06701796 0.030810619
[85,] -0.0244 0.06704912 0.031517639
[86,] -0.0243 0.06705228 0.031588326
[87,] -0.0240 0.06706178 0.031800373
[88,] -0.0206 0.06717399 0.034201895
[89,] -0.0195 0.06721204 0.034978202
[90,] -0.0193 0.06721905 0.035119314
[91,] -0.0191 0.06722609 0.035260416
[92,] -0.0190 0.06722962 0.035330962
[93,] -0.0186 0.06724380 0.035613123
[94,] -0.0153 0.06736517 0.037939330
[95,] -0.0148 0.06738422 0.038291534
[96,] -0.0142 0.06740733 0.038714091
[97,] -0.0117 0.06750631 0.040473717
[98,] -0.0109 0.06753892 0.041036447
[99,] -0.0096 0.06759286 0.041950522
[100,] -0.0088 0.06762664 0.042512807
[101,] -0.0078 0.06766951 0.043215424
[102,] -0.0075 0.06768250 0.043426157
[103,] -0.0073 0.06769120 0.043566633
[104,] -0.0064 0.06773070 0.044198642
[105,] -0.0060 0.06774843 0.044479467
[106,] -0.0052 0.06778424 0.045040988
[107,] -0.0048 0.06780231 0.045321684
[108,] -0.0039 0.06784339 0.045953097
[109,] -0.0024 0.06791310 0.047004974
[110,] -0.0014 0.06796046 0.047705894
[111,] -0.0006 0.06799885 0.048266439
[112,] -0.0001 0.06802307 0.048616694
[113,] 0.0021 0.06813172 0.050157025
[114,] 0.0044 0.06824893 0.051766000
[115,] 0.0056 0.06831156 0.052604908
[116,] 0.0064 0.06835386 0.053163968
[117,] 0.0072 0.06839662 0.053722858
[118,] 0.0080 0.06843982 0.054281578
[119,] 0.0084 0.06846159 0.054560875
[120,] 0.0085 0.06846705 0.054630692
[121,] 0.0099 0.06854421 0.055607859
[122,] 0.0107 0.06858892 0.056166006
[123,] 0.0137 0.06876056 0.058257398
[124,] 0.0159 0.06889041 0.059788998
[125,] 0.0160 0.06889639 0.059858573
[126,] 0.0164 0.06892039 0.060136834
[127,] 0.0170 0.06895660 0.060554112
[128,] 0.0183 0.06903591 0.061457746
[129,] 0.0189 0.06907291 0.061874592
[130,] 0.0190 0.06907910 0.061944053
[131,] 0.0196 0.06911639 0.062360741
[132,] 0.0197 0.06912263 0.062430175
[133,] 0.0207 0.06918541 0.063124313
[134,] 0.0211 0.06921071 0.063401863
[135,] 0.0215 0.06923613 0.063679352
[136,] 0.0224 0.06929372 0.064303480
[137,] 0.0225 0.06930015 0.064372808
[138,] 0.0230 0.06933243 0.064719395
[139,] 0.0233 0.06935187 0.064927301
[140,] 0.0240 0.06939749 0.065412284
[141,] 0.0248 0.06945004 0.065966323
[142,] 0.0250 0.06946325 0.066104795
[143,] 0.0267 0.06957663 0.067281194
[144,] 0.0286 0.06970571 0.068594700
[145,] 0.0293 0.06975390 0.069078278
[146,] 0.0308 0.06985829 0.070113893
[147,] 0.0312 0.06988639 0.070389913
[148,] 0.0316 0.06991460 0.070665873
[149,] 0.0326 0.06998562 0.071355507
[150,] 0.0332 0.07002855 0.071769106
[151,] 0.0339 0.07007896 0.072251466
[152,] 0.0350 0.07015885 0.073009085
[153,] 0.0382 0.07039601 0.075210465
[154,] 0.0396 0.07050197 0.076172349
[155,] 0.0398 0.07051722 0.076309701
[156,] 0.0413 0.07063246 0.077339355
[157,] 0.0415 0.07064794 0.077476578
[158,] 0.0421 0.07069455 0.077888155
[159,] 0.0441 0.07085170 0.079259097
[160,] 0.0443 0.07086756 0.079396108
[161,] 0.0455 0.07096333 0.080217856
[162,] 0.0467 0.07106009 0.081039058
[163,] 0.0468 0.07106819 0.081107467
[164,] 0.0470 0.07108443 0.081244274
[165,] 0.0476 0.07113330 0.081654602
[166,] 0.0491 0.07125655 0.082679828
[167,] 0.0507 0.07138971 0.083772464
[168,] 0.0512 0.07143168 0.084113714
[169,] 0.0525 0.07154161 0.085000520
[170,] 0.0531 0.07159273 0.085409600
[171,] 0.0544 0.07170434 0.086295472
[172,] 0.0546 0.07172161 0.086431703
[173,] 0.0564 0.07187829 0.087657103
[174,] 0.0579 0.07201054 0.088677333
[175,] 0.0623 0.07240730 0.091665094
[176,] 0.0628 0.07245321 0.092004149
[177,] 0.0631 0.07248085 0.092207536
[178,] 0.0648 0.07263858 0.093359421
[179,] 0.0669 0.07283613 0.094780828
[180,] 0.0672 0.07286459 0.094983750
[181,] 0.0680 0.07294079 0.095524708
[182,] 0.0693 0.07306555 0.096403249
[183,] 0.0694 0.07307519 0.096470803
[184,] 0.0702 0.07315258 0.097011095
[185,] 0.0747 0.07359596 0.100045725
[186,] 0.0750 0.07362601 0.100247762
[187,] 0.0770 0.07382785 0.101593799
[188,] 0.0783 0.07396049 0.102467912
[189,] 0.0790 0.07403238 0.102938323
[190,] 0.0807 0.07420835 0.104079977
[191,] 0.0814 0.07428137 0.104549752
[192,] 0.0827 0.07441785 0.105421700
[193,] 0.0829 0.07443895 0.105555789
[194,] 0.0835 0.07450240 0.105957965
[195,] 0.0850 0.07466209 0.106962810
[196,] 0.0871 0.07488819 0.108368161
[197,] 0.0879 0.07497510 0.108903094
[198,] 0.0880 0.07498599 0.108969944
[199,] 0.0913 0.07534923 0.111173856
[200,] 0.0935 0.07559543 0.112640842
[201,] 0.0962 0.07590199 0.114438730
[202,] 0.1000 0.07634165 0.116964416
[203,] 0.1011 0.07647072 0.117694515
[204,] 0.1013 0.07649427 0.117827211
[205,] 0.1025 0.07663614 0.118623070
[206,] 0.1058 0.07703120 0.120808873
[207,] 0.1065 0.07711593 0.121271998
[208,] 0.1086 0.07737206 0.122660261
[209,] 0.1109 0.07765593 0.124178824
[210,] 0.1110 0.07766835 0.124244803
[211,] 0.1121 0.07780541 0.124970323
[212,] 0.1123 0.07783042 0.125102187
[213,] 0.1130 0.07791815 0.125563590
[214,] 0.1131 0.07793071 0.125629489
[215,] 0.1146 0.07811990 0.126617529
[216,] 0.1150 0.07817060 0.126880862
[217,] 0.1242 0.07936571 0.132920817
[218,] 0.1246 0.07941893 0.133182697
[219,] 0.1288 0.07998407 0.135928781
[220,] 0.1304 0.08020239 0.136973152
[221,] 0.1330 0.08056073 0.138668188
[222,] 0.1331 0.08057460 0.138733331
[223,] 0.1351 0.08085336 0.140035389
[224,] 0.1361 0.08099372 0.140685850
[225,] 0.1377 0.08121965 0.141725800
[226,] 0.1407 0.08164775 0.143673095
[227,] 0.1441 0.08213999 0.145875912
[228,] 0.1443 0.08216918 0.146005354
[229,] 0.1454 0.08233017 0.146717010
[230,] 0.1508 0.08313186 0.150203952
[231,] 0.1644 0.08523410 0.158936979
[232,] 0.1793 0.08767305 0.168424419
[233,] 0.1814 0.08802814 0.169754819
[234,] 0.1838 0.08843737 0.171273232
[235,] 0.1927 0.08998670 0.176884983
[236,] 0.1978 0.09089698 0.180087194
[237,] 0.2012 0.09151290 0.182214336
[238,] 0.2026 0.09176861 0.183086829
[239,] 0.2056 0.09232067 0.184949627
[240,] 0.2087 0.09289698 0.186864729
[241,] 0.2099 0.09312166 0.187603389
[242,] 0.2385 0.09873458 0.204766988
[243,] 0.2400 0.09904238 0.205643808
[244,] 0.2620 0.10370598 0.218236251
, , n=9
newdata fun 1der
[1,] -0.3064 0.2475965 0.2973689
[2,] -0.2579 0.2621674 0.3033434
[3,] -0.2523 0.2638683 0.3040943
[4,] -0.2394 0.2678022 0.3058199
[5,] -0.2304 0.2705600 0.3070205
[6,] -0.2187 0.2741613 0.3085771
[7,] -0.2181 0.2743464 0.3086568
[8,] -0.2102 0.2767890 0.3097050
[9,] -0.2015 0.2794884 0.3108570
[10,] -0.1881 0.2836657 0.3126261
[11,] -0.1846 0.2847607 0.3130872
[12,] -0.1842 0.2848860 0.3131399
[13,] -0.1831 0.2852305 0.3132847
[14,] -0.1807 0.2859828 0.3136005
[15,] -0.1782 0.2867672 0.3139293
[16,] -0.1754 0.2876467 0.3142973
[17,] -0.1697 0.2894403 0.3150455
[18,] -0.1683 0.2898815 0.3152291
[19,] -0.1663 0.2905123 0.3154913
[20,] -0.1512 0.2952911 0.3174664
[21,] -0.1505 0.2955134 0.3175578
[22,] -0.1419 0.2982492 0.3186790
[23,] -0.1353 0.3003553 0.3195378
[24,] -0.1337 0.3008667 0.3197458
[25,] -0.1285 0.3025312 0.3204210
[26,] -0.1247 0.3037497 0.3209139
[27,] -0.1209 0.3049701 0.3214063
[28,] -0.1167 0.3063211 0.3219504
[29,] -0.1154 0.3067398 0.3221189
[30,] -0.1141 0.3071587 0.3222875
[31,] -0.1138 0.3072553 0.3223264
[32,] -0.1124 0.3077067 0.3225080
[33,] -0.1123 0.3077390 0.3225209
[34,] -0.1121 0.3078035 0.3225469
[35,] -0.1053 0.3099998 0.3234295
[36,] -0.1039 0.3104527 0.3236114
[37,] -0.0988 0.3121048 0.3242744
[38,] -0.0984 0.3122346 0.3243264
[39,] -0.0977 0.3124616 0.3244175
[40,] -0.0955 0.3131757 0.3247037
[41,] -0.0948 0.3134030 0.3247948
[42,] -0.0923 0.3142154 0.3251203
[43,] -0.0909 0.3146707 0.3253026
[44,] -0.0902 0.3148984 0.3253938
[45,] -0.0888 0.3153541 0.3255762
[46,] -0.0871 0.3159078 0.3257978
[47,] -0.0866 0.3160707 0.3258629
[48,] -0.0807 0.3179955 0.3266325
[49,] -0.0806 0.3180282 0.3266456
[50,] -0.0707 0.3212684 0.3279389
[51,] -0.0693 0.3217276 0.3281220
[52,] -0.0680 0.3221543 0.3282921
[53,] -0.0671 0.3224498 0.3284099
[54,] -0.0648 0.3232055 0.3287109
[55,] -0.0644 0.3233370 0.3287633
[56,] -0.0637 0.3235672 0.3288550
[57,] -0.0636 0.3236001 0.3288682
[58,] -0.0606 0.3245873 0.3292632
[59,] -0.0541 0.3267303 0.3301288
[60,] -0.0537 0.3268623 0.3301825
[61,] -0.0520 0.3274238 0.3304112
[62,] -0.0518 0.3274899 0.3304381
[63,] -0.0516 0.3275560 0.3304651
[64,] -0.0514 0.3276221 0.3304921
[65,] -0.0507 0.3278535 0.3305867
[66,] -0.0468 0.3291438 0.3311163
[67,] -0.0467 0.3291769 0.3311300
[68,] -0.0465 0.3292432 0.3311572
[69,] -0.0407 0.3311662 0.3319541
[70,] -0.0378 0.3321294 0.3323564
[71,] -0.0374 0.3322624 0.3324121
[72,] -0.0365 0.3325616 0.3325376
[73,] -0.0361 0.3326946 0.3325934
[74,] -0.0358 0.3327944 0.3326354
[75,] -0.0345 0.3332270 0.3328173
[76,] -0.0339 0.3334267 0.3329015
[77,] -0.0321 0.3340261 0.3331547
[78,] -0.0306 0.3345260 0.3333656
[79,] -0.0302 0.3346594 0.3334218
[80,] -0.0293 0.3349595 0.3335481
[81,] -0.0290 0.3350596 0.3335902
[82,] -0.0262 0.3359942 0.3339820
[83,] -0.0261 0.3360276 0.3339960
[84,] -0.0254 0.3362614 0.3340937
[85,] -0.0244 0.3365956 0.3342331
[86,] -0.0243 0.3366290 0.3342471
[87,] -0.0240 0.3367293 0.3342889
[88,] -0.0206 0.3378667 0.3347613
[89,] -0.0195 0.3382350 0.3349136
[90,] -0.0193 0.3383020 0.3349413
[91,] -0.0191 0.3383690 0.3349690
[92,] -0.0190 0.3384025 0.3349828
[93,] -0.0186 0.3385365 0.3350381
[94,] -0.0153 0.3396428 0.3354933
[95,] -0.0148 0.3398106 0.3355621
[96,] -0.0142 0.3400120 0.3356445
[97,] -0.0117 0.3408515 0.3359875
[98,] -0.0109 0.3411203 0.3360970
[99,] -0.0096 0.3415574 0.3362746
[100,] -0.0088 0.3418264 0.3363838
[101,] -0.0078 0.3421629 0.3365201
[102,] -0.0075 0.3422639 0.3365609
[103,] -0.0073 0.3423312 0.3365882
[104,] -0.0064 0.3426342 0.3367106
[105,] -0.0060 0.3427689 0.3367649
[106,] -0.0052 0.3430383 0.3368736
[107,] -0.0048 0.3431731 0.3369278
[108,] -0.0039 0.3434764 0.3370498
[109,] -0.0024 0.3439821 0.3372528
[110,] -0.0014 0.3443194 0.3373879
[111,] -0.0006 0.3445894 0.3374958
[112,] -0.0001 0.3447581 0.3375632
[113,] 0.0021 0.3455011 0.3378592
[114,] 0.0044 0.3462785 0.3381676
[115,] 0.0056 0.3466844 0.3383282
[116,] 0.0064 0.3469551 0.3384351
[117,] 0.0072 0.3472259 0.3385418
[118,] 0.0080 0.3474968 0.3386484
[119,] 0.0084 0.3476323 0.3387017
[120,] 0.0085 0.3476661 0.3387150
[121,] 0.0099 0.3481405 0.3389012
[122,] 0.0107 0.3484116 0.3390074
[123,] 0.0137 0.3494292 0.3394047
[124,] 0.0159 0.3501763 0.3396949
[125,] 0.0160 0.3502102 0.3397081
[126,] 0.0164 0.3503461 0.3397607
[127,] 0.0170 0.3505500 0.3398397
[128,] 0.0183 0.3509919 0.3400105
[129,] 0.0189 0.3511959 0.3400892
[130,] 0.0190 0.3512299 0.3401023
[131,] 0.0196 0.3514340 0.3401810
[132,] 0.0197 0.3514680 0.3401941
[133,] 0.0207 0.3518083 0.3403250
[134,] 0.0211 0.3519444 0.3403773
[135,] 0.0215 0.3520806 0.3404296
[136,] 0.0224 0.3523870 0.3405471
[137,] 0.0225 0.3524211 0.3405601
[138,] 0.0230 0.3525914 0.3406253
[139,] 0.0233 0.3526936 0.3406645
[140,] 0.0240 0.3529321 0.3407556
[141,] 0.0248 0.3532047 0.3408597
[142,] 0.0250 0.3532729 0.3408857
[143,] 0.0267 0.3538526 0.3411064
[144,] 0.0286 0.3545009 0.3413525
[145,] 0.0293 0.3547399 0.3414430
[146,] 0.0308 0.3552522 0.3416365
[147,] 0.0312 0.3553889 0.3416881
[148,] 0.0316 0.3555256 0.3417396
[149,] 0.0326 0.3558674 0.3418683
[150,] 0.0332 0.3560725 0.3419454
[151,] 0.0339 0.3563119 0.3420352
[152,] 0.0350 0.3566882 0.3421763
[153,] 0.0382 0.3577838 0.3425852
[154,] 0.0396 0.3582636 0.3427636
[155,] 0.0398 0.3583321 0.3427890
[156,] 0.0413 0.3588465 0.3429796
[157,] 0.0415 0.3589151 0.3430050
[158,] 0.0421 0.3591209 0.3430811
[159,] 0.0441 0.3598073 0.3433342
[160,] 0.0443 0.3598760 0.3433595
[161,] 0.0455 0.3602881 0.3435110
[162,] 0.0467 0.3607004 0.3436622
[163,] 0.0468 0.3607348 0.3436748
[164,] 0.0470 0.3608035 0.3436999
[165,] 0.0476 0.3610098 0.3437754
[166,] 0.0491 0.3615256 0.3439638
[167,] 0.0507 0.3620761 0.3441643
[168,] 0.0512 0.3622482 0.3442268
[169,] 0.0525 0.3626958 0.3443892
[170,] 0.0531 0.3629024 0.3444640
[171,] 0.0544 0.3633503 0.3446260
[172,] 0.0546 0.3634193 0.3446509
[173,] 0.0564 0.3640398 0.3448745
[174,] 0.0579 0.3645573 0.3450604
[175,] 0.0623 0.3660767 0.3456032
[176,] 0.0628 0.3662496 0.3456646
[177,] 0.0631 0.3663533 0.3457015
[178,] 0.0648 0.3669411 0.3459099
[179,] 0.0669 0.3676678 0.3461667
[180,] 0.0672 0.3677717 0.3462033
[181,] 0.0680 0.3680487 0.3463009
[182,] 0.0693 0.3684990 0.3464592
[183,] 0.0694 0.3685336 0.3464713
[184,] 0.0702 0.3688108 0.3465685
[185,] 0.0747 0.3703716 0.3471132
[186,] 0.0750 0.3704758 0.3471494
[187,] 0.0770 0.3711703 0.3473901
[188,] 0.0783 0.3716220 0.3475461
[189,] 0.0790 0.3718653 0.3476300
[190,] 0.0807 0.3724565 0.3478334
[191,] 0.0814 0.3727000 0.3479170
[192,] 0.0827 0.3731524 0.3480720
[193,] 0.0829 0.3732220 0.3480958
[194,] 0.0835 0.3734309 0.3481672
[195,] 0.0850 0.3739532 0.3483454
[196,] 0.0871 0.3746850 0.3485941
[197,] 0.0879 0.3749639 0.3486887
[198,] 0.0880 0.3749988 0.3487005
[199,] 0.0913 0.3761502 0.3490892
[200,] 0.0935 0.3769184 0.3493471
[201,] 0.0962 0.3778621 0.3496625
[202,] 0.1000 0.3791917 0.3501039
[203,] 0.1011 0.3795768 0.3502312
[204,] 0.1013 0.3796469 0.3502544
[205,] 0.1025 0.3800673 0.3503929
[206,] 0.1058 0.3812242 0.3507725
[207,] 0.1065 0.3814698 0.3508528
[208,] 0.1086 0.3822068 0.3510930
[209,] 0.1109 0.3830146 0.3513552
[210,] 0.1110 0.3830498 0.3513665
[211,] 0.1121 0.3834363 0.3514915
[212,] 0.1123 0.3835066 0.3515142
[213,] 0.1130 0.3837527 0.3515936
[214,] 0.1131 0.3837879 0.3516050
[215,] 0.1146 0.3843154 0.3517748
[216,] 0.1150 0.3844561 0.3518200
[217,] 0.1242 0.3876976 0.3528515
[218,] 0.1246 0.3878388 0.3528959
[219,] 0.1288 0.3893219 0.3533612
[220,] 0.1304 0.3898875 0.3535376
[221,] 0.1330 0.3908070 0.3538231
[222,] 0.1331 0.3908424 0.3538341
[223,] 0.1351 0.3915503 0.3540528
[224,] 0.1361 0.3919044 0.3541619
[225,] 0.1377 0.3924712 0.3543361
[226,] 0.1407 0.3935347 0.3546613
[227,] 0.1441 0.3947412 0.3550278
[228,] 0.1443 0.3948122 0.3550493
[229,] 0.1454 0.3952028 0.3551674
[230,] 0.1508 0.3971223 0.3557437
[231,] 0.1644 0.4019701 0.3571708
[232,] 0.1793 0.4073034 0.3586942
[233,] 0.1814 0.4080568 0.3589055
[234,] 0.1838 0.4089185 0.3591460
[235,] 0.1927 0.4121188 0.3600283
[236,] 0.1978 0.4139563 0.3605272
[237,] 0.2012 0.4151826 0.3608570
[238,] 0.2026 0.4156879 0.3609922
[239,] 0.2056 0.4167713 0.3612806
[240,] 0.2087 0.4178917 0.3615769
[241,] 0.2099 0.4183257 0.3616911
[242,] 0.2385 0.4287082 0.3643321
[243,] 0.2400 0.4292548 0.3644663
[244,] 0.2620 0.4372944 0.3663864
, , n=13
newdata fun 1der
[1,] -0.3064 0.2750158 -0.2504255603
[2,] -0.2579 0.2634352 -0.2269595043
[3,] -0.2523 0.2621719 -0.2241856567
[4,] -0.2394 0.2593214 -0.2177451986
[5,] -0.2304 0.2573821 -0.2132099813
[6,] -0.2187 0.2549223 -0.2072627446
[7,] -0.2181 0.2547980 -0.2069561902
[8,] -0.2102 0.2531790 -0.2029056244
[9,] -0.2015 0.2514333 -0.1984141921
[10,] -0.1881 0.2488212 -0.1914359281
[11,] -0.1846 0.2481544 -0.1896028356
[12,] -0.1842 0.2480786 -0.1893930745
[13,] -0.1831 0.2478706 -0.1888159514
[14,] -0.1807 0.2474189 -0.1875553476
[15,] -0.1782 0.2469517 -0.1862401392
[16,] -0.1754 0.2464323 -0.1847645865
[17,] -0.1697 0.2453877 -0.1817525580
[18,] -0.1683 0.2451338 -0.1810110742
[19,] -0.1663 0.2447728 -0.1799506571
[20,] -0.1512 0.2421162 -0.1719006754
[21,] -0.1505 0.2419960 -0.1715256199
[22,] -0.1419 0.2405408 -0.1669043692
[23,] -0.1353 0.2394509 -0.1633488029
[24,] -0.1337 0.2391902 -0.1624864837
[25,] -0.1285 0.2383526 -0.1596829659
[26,] -0.1247 0.2377497 -0.1576332931
[27,] -0.1209 0.2371546 -0.1555828197
[28,] -0.1167 0.2365059 -0.1533155753
[29,] -0.1154 0.2363071 -0.1526136109
[30,] -0.1141 0.2361091 -0.1519115529
[31,] -0.1138 0.2360636 -0.1517495261
[32,] -0.1124 0.2358516 -0.1509933355
[33,] -0.1123 0.2358365 -0.1509393178
[34,] -0.1121 0.2358064 -0.1508312805
[35,] -0.1053 0.2347932 -0.1471566955
[36,] -0.1039 0.2345877 -0.1463998451
[37,] -0.0988 0.2338481 -0.1436418277
[38,] -0.0984 0.2337907 -0.1434254517
[39,] -0.0977 0.2336904 -0.1430467722
[40,] -0.0955 0.2333770 -0.1418564597
[41,] -0.0948 0.2332779 -0.1414776677
[42,] -0.0923 0.2329259 -0.1401246171
[43,] -0.0909 0.2327302 -0.1393667574
[44,] -0.0902 0.2326328 -0.1389877868
[45,] -0.0888 0.2324387 -0.1382297641
[46,] -0.0871 0.2322045 -0.1373091618
[47,] -0.0866 0.2321360 -0.1370383659
[48,] -0.0807 0.2313369 -0.1338419277
[49,] -0.0806 0.2313235 -0.1337877341
[50,] -0.0707 0.2300255 -0.1284198274
[51,] -0.0693 0.2298463 -0.1276602908
[52,] -0.0680 0.2296808 -0.1269549096
[53,] -0.0671 0.2295667 -0.1264665138
[54,] -0.0648 0.2292773 -0.1252181872
[55,] -0.0644 0.2292273 -0.1250010570
[56,] -0.0637 0.2291399 -0.1246210578
[57,] -0.0636 0.2291274 -0.1245667700
[58,] -0.0606 0.2287562 -0.1229378775
[59,] -0.0541 0.2279686 -0.1194068984
[60,] -0.0537 0.2279208 -0.1191895308
[61,] -0.0520 0.2277190 -0.1182656198
[62,] -0.0518 0.2276954 -0.1181569138
[63,] -0.0516 0.2276717 -0.1180482056
[64,] -0.0514 0.2276481 -0.1179394952
[65,] -0.0507 0.2275657 -0.1175589914
[66,] -0.0468 0.2271114 -0.1154385441
[67,] -0.0467 0.2270998 -0.1153841626
[68,] -0.0465 0.2270768 -0.1152753978
[69,] -0.0407 0.2264173 -0.1121202558
[70,] -0.0378 0.2260945 -0.1105419852
[71,] -0.0374 0.2260503 -0.1103242561
[72,] -0.0365 0.2259512 -0.1098343333
[73,] -0.0361 0.2259073 -0.1096165753
[74,] -0.0358 0.2258745 -0.1094532511
[75,] -0.0345 0.2257326 -0.1087454549
[76,] -0.0339 0.2256675 -0.1084187482
[77,] -0.0321 0.2254732 -0.1074385082
[78,] -0.0306 0.2253127 -0.1066215042
[79,] -0.0302 0.2252701 -0.1064036154
[80,] -0.0293 0.2251745 -0.1059133332
[81,] -0.0290 0.2251428 -0.1057498959
[82,] -0.0262 0.2248488 -0.1042242396
[83,] -0.0261 0.2248384 -0.1041697439
[84,] -0.0254 0.2247656 -0.1037882580
[85,] -0.0244 0.2246621 -0.1032432310
[86,] -0.0243 0.2246518 -0.1031887253
[87,] -0.0240 0.2246208 -0.1030252047
[88,] -0.0206 0.2242737 -0.1011716229
[89,] -0.0195 0.2241627 -0.1005717975
[90,] -0.0193 0.2241426 -0.1004627311
[91,] -0.0191 0.2241226 -0.1003536625
[92,] -0.0190 0.2241125 -0.1002991273
[93,] -0.0186 0.2240724 -0.1000809813
[94,] -0.0153 0.2237451 -0.0982809376
[95,] -0.0148 0.2236961 -0.0980081510
[96,] -0.0142 0.2236374 -0.0976807888
[97,] -0.0117 0.2233949 -0.0963165649
[98,] -0.0109 0.2233180 -0.0958799400
[99,] -0.0096 0.2231938 -0.0951703489
[100,] -0.0088 0.2231178 -0.0947336309
[101,] -0.0078 0.2230234 -0.0941876835
[102,] -0.0075 0.2229952 -0.0940238884
[103,] -0.0073 0.2229764 -0.0939146889
[104,] -0.0064 0.2228921 -0.0934232639
[105,] -0.0060 0.2228547 -0.0932048383
[106,] -0.0052 0.2227803 -0.0927679606
[107,] -0.0048 0.2227433 -0.0925495084
[108,] -0.0039 0.2226602 -0.0920579586
[109,] -0.0024 0.2225227 -0.0912386091
[110,] -0.0014 0.2224318 -0.0906923068
[111,] -0.0006 0.2223594 -0.0902552250
[112,] -0.0001 0.2223143 -0.0899820309
[113,] 0.0021 0.2221177 -0.0887798120
[114,] 0.0044 0.2219149 -0.0875226598
[115,] 0.0056 0.2218103 -0.0868666379
[116,] 0.0064 0.2217410 -0.0864292456
[117,] 0.0072 0.2216720 -0.0859918178
[118,] 0.0080 0.2216034 -0.0855543545
[119,] 0.0084 0.2215692 -0.0853356096
[120,] 0.0085 0.2215607 -0.0852809220
[121,] 0.0099 0.2214418 -0.0845152370
[122,] 0.0107 0.2213744 -0.0840776539
[123,] 0.0137 0.2211246 -0.0824364014
[124,] 0.0159 0.2209446 -0.0812324990
[125,] 0.0160 0.2209365 -0.0811777698
[126,] 0.0164 0.2209040 -0.0809588474
[127,] 0.0170 0.2208556 -0.0806304472
[128,] 0.0183 0.2207512 -0.0799188449
[129,] 0.0189 0.2207034 -0.0795903814
[130,] 0.0190 0.2206954 -0.0795356356
[131,] 0.0196 0.2206478 -0.0792071489
[132,] 0.0197 0.2206399 -0.0791523991
[133,] 0.0207 0.2205610 -0.0786048714
[134,] 0.0211 0.2205296 -0.0783858447
[135,] 0.0215 0.2204983 -0.0781668092
[136,] 0.0224 0.2204281 -0.0776740295
[137,] 0.0225 0.2204204 -0.0776193062
[138,] 0.0230 0.2203816 -0.0773458095
[139,] 0.0233 0.2203585 -0.0771818075
[140,] 0.0240 0.2203046 -0.0767994164
[141,] 0.0248 0.2202433 -0.0763628783
[142,] 0.0250 0.2202280 -0.0762538238
[143,] 0.0267 0.2200992 -0.0753281534
[144,] 0.0286 0.2199571 -0.0742963181
[145,] 0.0293 0.2199052 -0.0739168967
[146,] 0.0308 0.2197949 -0.0731051716
[147,] 0.0312 0.2197657 -0.0728890157
[148,] 0.0316 0.2197366 -0.0726729879
[149,] 0.0326 0.2196642 -0.0721334787
[150,] 0.0332 0.2196210 -0.0718101574
[151,] 0.0339 0.2195709 -0.0714333134
[152,] 0.0350 0.2194926 -0.0708419225
[153,] 0.0382 0.2192687 -0.0691270196
[154,] 0.0396 0.2191724 -0.0683793271
[155,] 0.0398 0.2191588 -0.0682726419
[156,] 0.0413 0.2190570 -0.0674735239
[157,] 0.0415 0.2190435 -0.0673671109
[158,] 0.0421 0.2190031 -0.0670480640
[159,] 0.0441 0.2188701 -0.0659866556
[160,] 0.0443 0.2188569 -0.0658806908
[161,] 0.0455 0.2187782 -0.0652455747
[162,] 0.0467 0.2187003 -0.0646116113
[163,] 0.0468 0.2186939 -0.0645588331
[164,] 0.0470 0.2186810 -0.0644533006
[165,] 0.0476 0.2186424 -0.0641368952
[166,] 0.0491 0.2185468 -0.0633471424
[167,] 0.0507 0.2184461 -0.0625067246
[168,] 0.0512 0.2184149 -0.0622445142
[169,] 0.0525 0.2183344 -0.0615637039
[170,] 0.0531 0.2182976 -0.0612499400
[171,] 0.0544 0.2182184 -0.0605711068
[172,] 0.0546 0.2182063 -0.0604667909
[173,] 0.0564 0.2180983 -0.0595293894
[174,] 0.0579 0.2180096 -0.0587502026
[175,] 0.0623 0.2177561 -0.0564749779
[176,] 0.0628 0.2177279 -0.0562174101
[177,] 0.0631 0.2177111 -0.0560629656
[178,] 0.0648 0.2176165 -0.0551891404
[179,] 0.0669 0.2175018 -0.0541129031
[180,] 0.0672 0.2174856 -0.0539594431
[181,] 0.0680 0.2174426 -0.0535505686
[182,] 0.0693 0.2173734 -0.0528872401
[183,] 0.0694 0.2173681 -0.0528362709
[184,] 0.0702 0.2173260 -0.0524288051
[185,] 0.0747 0.2170952 -0.0501463558
[186,] 0.0750 0.2170802 -0.0499947688
[187,] 0.0770 0.2169812 -0.0489860301
[188,] 0.0783 0.2169179 -0.0483320669
[189,] 0.0790 0.2168842 -0.0479804932
[190,] 0.0807 0.2168034 -0.0471283043
[191,] 0.0814 0.2167705 -0.0467780753
[192,] 0.0827 0.2167101 -0.0461286907
[193,] 0.0829 0.2167009 -0.0460289054
[194,] 0.0835 0.2166734 -0.0457297418
[195,] 0.0850 0.2166053 -0.0449830933
[196,] 0.0871 0.2165120 -0.0439408112
[197,] 0.0879 0.2164770 -0.0435446799
[198,] 0.0880 0.2164726 -0.0434951995
[199,] 0.0913 0.2163318 -0.0418668369
[200,] 0.0935 0.2162409 -0.0407861046
[201,] 0.0962 0.2161325 -0.0394650463
[202,] 0.1000 0.2159861 -0.0376156647
[203,] 0.1011 0.2159450 -0.0370824746
[204,] 0.1013 0.2159376 -0.0369856350
[205,] 0.1025 0.2158936 -0.0364052698
[206,] 0.1058 0.2157760 -0.0348152088
[207,] 0.1065 0.2157518 -0.0344790438
[208,] 0.1086 0.2156804 -0.0334729021
[209,] 0.1109 0.2156047 -0.0323749876
[210,] 0.1110 0.2156015 -0.0323273482
[211,] 0.1121 0.2155662 -0.0318038436
[212,] 0.1123 0.2155599 -0.0317087650
[213,] 0.1130 0.2155378 -0.0313762420
[214,] 0.1131 0.2155346 -0.0313287708
[215,] 0.1146 0.2154882 -0.0306176624
[216,] 0.1150 0.2154760 -0.0304283477
[217,] 0.1242 0.2152159 -0.0261255889
[218,] 0.1246 0.2152055 -0.0259407557
[219,] 0.1288 0.2151006 -0.0240112938
[220,] 0.1304 0.2150628 -0.0232816820
[221,] 0.1330 0.2150038 -0.0221024421
[222,] 0.1331 0.2150016 -0.0220572445
[223,] 0.1351 0.2149583 -0.0211557451
[224,] 0.1361 0.2149374 -0.0207067479
[225,] 0.1377 0.2149049 -0.0199907828
[226,] 0.1407 0.2148469 -0.0186564098
[227,] 0.1441 0.2147860 -0.0171563892
[228,] 0.1443 0.2147826 -0.0170685156
[229,] 0.1454 0.2147641 -0.0165859173
[230,] 0.1508 0.2146809 -0.0142341281
[231,] 0.1644 0.2145269 -0.0084386850
[232,] 0.1793 0.2144472 -0.0022989312
[233,] 0.1814 0.2144432 -0.0014512231
[234,] 0.1838 0.2144409 -0.0004877463
[235,] 0.1927 0.2144523 0.0030354917
[236,] 0.1978 0.2144729 0.0050191731
[237,] 0.2012 0.2144922 0.0063273583
[238,] 0.2026 0.2145014 0.0068627049
[239,] 0.2056 0.2145237 0.0080033589
[240,] 0.2087 0.2145503 0.0091726981
[241,] 0.2099 0.2145616 0.0096227978
[242,] 0.2385 0.2149861 0.0199293730
[243,] 0.2400 0.2150164 0.0204476354
[244,] 0.2620 0.2155479 0.0277935556
, , n=20
newdata fun 1der
[1,] -0.3064 0.4875151 0.03042275
[2,] -0.2579 0.4896149 0.05616237
[3,] -0.2523 0.4899377 0.05912708
[4,] -0.2394 0.4907444 0.06593072
[5,] -0.2304 0.4913590 0.07065615
[6,] -0.2187 0.4922215 0.07677294
[7,] -0.2181 0.4922677 0.07708581
[8,] -0.2102 0.4928929 0.08119797
[9,] -0.2015 0.4936190 0.08571074
[10,] -0.1881 0.4948139 0.09262901
[11,] -0.1846 0.4951412 0.09442955
[12,] -0.1842 0.4951791 0.09463516
[13,] -0.1831 0.4952835 0.09520039
[14,] -0.1807 0.4955134 0.09643271
[15,] -0.1782 0.4957561 0.09771503
[16,] -0.1754 0.4960317 0.09914960
[17,] -0.1697 0.4966052 0.10206468
[18,] -0.1683 0.4967486 0.10277958
[19,] -0.1663 0.4969552 0.10380012
[20,] -0.1512 0.4985806 0.11147690
[21,] -0.1505 0.4986587 0.11183156
[22,] -0.1419 0.4996392 0.11618014
[23,] -0.1353 0.5004169 0.11950644
[24,] -0.1337 0.5006088 0.12031138
[25,] -0.1285 0.5012412 0.12292355
[26,] -0.1247 0.5017119 0.12482871
[27,] -0.1209 0.5021899 0.12673071
[28,] -0.1167 0.5027266 0.12882923
[29,] -0.1154 0.5028945 0.12947799
[30,] -0.1141 0.5030632 0.13012638
[31,] -0.1138 0.5031023 0.13027596
[32,] -0.1124 0.5032852 0.13097372
[33,] -0.1123 0.5032983 0.13102355
[34,] -0.1121 0.5033245 0.13112319
[35,] -0.1053 0.5042276 0.13450576
[36,] -0.1039 0.5044164 0.13520092
[37,] -0.0988 0.5051124 0.13772964
[38,] -0.0984 0.5051675 0.13792773
[39,] -0.0977 0.5052642 0.13827431
[40,] -0.0955 0.5055696 0.13936284
[41,] -0.0948 0.5056673 0.13970897
[42,] -0.0923 0.5060181 0.14094427
[43,] -0.0909 0.5062159 0.14163544
[44,] -0.0902 0.5063152 0.14198087
[45,] -0.0888 0.5065144 0.14267140
[46,] -0.0871 0.5067577 0.14350932
[47,] -0.0866 0.5068295 0.14375564
[48,] -0.0807 0.5076862 0.14665816
[49,] -0.0806 0.5077009 0.14670729
[50,] -0.0707 0.5091773 0.15156029
[51,] -0.0693 0.5093900 0.15224484
[52,] -0.0680 0.5095883 0.15288011
[53,] -0.0671 0.5097261 0.15331969
[54,] -0.0648 0.5100800 0.15444227
[55,] -0.0644 0.5101419 0.15463738
[56,] -0.0637 0.5102502 0.15497875
[57,] -0.0636 0.5102657 0.15502750
[58,] -0.0606 0.5107330 0.15648921
[59,] -0.0541 0.5117604 0.15964947
[60,] -0.0537 0.5118243 0.15984365
[61,] -0.0520 0.5120968 0.16066850
[62,] -0.0518 0.5121289 0.16076550
[63,] -0.0516 0.5121611 0.16086249
[64,] -0.0514 0.5121933 0.16095948
[65,] -0.0507 0.5123061 0.16129885
[66,] -0.0468 0.5129388 0.16318766
[67,] -0.0467 0.5129551 0.16323605
[68,] -0.0465 0.5129878 0.16333282
[69,] -0.0407 0.5139432 0.16613528
[70,] -0.0378 0.5144271 0.16753376
[71,] -0.0374 0.5144941 0.16772650
[72,] -0.0365 0.5146453 0.16816006
[73,] -0.0361 0.5147126 0.16835269
[74,] -0.0358 0.5147631 0.16849715
[75,] -0.0345 0.5149826 0.16912288
[76,] -0.0339 0.5150841 0.16941155
[77,] -0.0321 0.5153898 0.17027711
[78,] -0.0306 0.5156458 0.17099786
[79,] -0.0302 0.5157142 0.17118998
[80,] -0.0293 0.5158685 0.17162211
[81,] -0.0290 0.5159200 0.17176612
[82,] -0.0262 0.5164028 0.17310923
[83,] -0.0261 0.5164201 0.17315716
[84,] -0.0254 0.5165415 0.17349266
[85,] -0.0244 0.5167152 0.17397175
[86,] -0.0243 0.5167326 0.17401964
[87,] -0.0240 0.5167848 0.17416332
[88,] -0.0206 0.5173797 0.17579029
[89,] -0.0195 0.5175734 0.17631612
[90,] -0.0193 0.5176087 0.17641170
[91,] -0.0191 0.5176440 0.17650726
[92,] -0.0190 0.5176616 0.17655504
[93,] -0.0186 0.5177323 0.17674615
[94,] -0.0153 0.5183181 0.17832140
[95,] -0.0148 0.5184074 0.17855986
[96,] -0.0142 0.5185146 0.17884595
[97,] -0.0117 0.5189632 0.18003713
[98,] -0.0109 0.5191074 0.18041802
[99,] -0.0096 0.5193423 0.18103667
[100,] -0.0088 0.5194873 0.18141719
[101,] -0.0078 0.5196690 0.18189265
[102,] -0.0075 0.5197235 0.18203524
[103,] -0.0073 0.5197600 0.18213029
[104,] -0.0064 0.5199241 0.18255792
[105,] -0.0060 0.5199971 0.18274791
[106,] -0.0052 0.5201435 0.18312780
[107,] -0.0048 0.5202168 0.18331770
[108,] -0.0039 0.5203820 0.18374483
[109,] -0.0024 0.5206581 0.18445632
[110,] -0.0014 0.5208428 0.18493037
[111,] -0.0006 0.5209909 0.18530946
[112,] -0.0001 0.5210836 0.18554632
[113,] 0.0021 0.5214930 0.18658784
[114,] 0.0044 0.5219234 0.18767557
[115,] 0.0056 0.5221489 0.18824262
[116,] 0.0064 0.5222997 0.18862048
[117,] 0.0072 0.5224507 0.18899820
[118,] 0.0080 0.5226021 0.18937577
[119,] 0.0084 0.5226778 0.18956451
[120,] 0.0085 0.5226968 0.18961169
[121,] 0.0099 0.5229627 0.19027196
[122,] 0.0107 0.5231151 0.19064907
[123,] 0.0137 0.5236892 0.19206197
[124,] 0.0159 0.5241128 0.19309684
[125,] 0.0160 0.5241321 0.19314386
[126,] 0.0164 0.5242094 0.19333189
[127,] 0.0170 0.5243255 0.19361388
[128,] 0.0183 0.5245776 0.19422459
[129,] 0.0189 0.5246942 0.19450633
[130,] 0.0190 0.5247137 0.19455327
[131,] 0.0196 0.5248305 0.19483492
[132,] 0.0197 0.5248500 0.19488185
[133,] 0.0207 0.5250451 0.19535107
[134,] 0.0211 0.5251233 0.19553869
[135,] 0.0215 0.5252015 0.19572628
[136,] 0.0224 0.5253779 0.19614823
[137,] 0.0225 0.5253975 0.19619510
[138,] 0.0230 0.5254957 0.19642943
[139,] 0.0233 0.5255546 0.19657000
[140,] 0.0240 0.5256923 0.19689793
[141,] 0.0248 0.5258500 0.19727256
[142,] 0.0250 0.5258894 0.19736620
[143,] 0.0267 0.5262256 0.19816176
[144,] 0.0286 0.5266030 0.19905017
[145,] 0.0293 0.5267424 0.19937728
[146,] 0.0308 0.5270420 0.20007787
[147,] 0.0312 0.5271221 0.20026461
[148,] 0.0316 0.5272023 0.20045131
[149,] 0.0326 0.5274029 0.20091792
[150,] 0.0332 0.5275236 0.20119778
[151,] 0.0339 0.5276645 0.20152418
[152,] 0.0350 0.5278865 0.20203689
[153,] 0.0382 0.5285354 0.20352689
[154,] 0.0396 0.5288208 0.20417805
[155,] 0.0398 0.5288616 0.20427104
[156,] 0.0413 0.5291686 0.20496818
[157,] 0.0415 0.5292096 0.20506110
[158,] 0.0421 0.5293327 0.20533979
[159,] 0.0441 0.5297443 0.20626819
[160,] 0.0443 0.5297855 0.20636098
[161,] 0.0455 0.5300335 0.20691755
[162,] 0.0467 0.5302821 0.20747380
[163,] 0.0468 0.5303029 0.20752014
[164,] 0.0470 0.5303444 0.20761282
[165,] 0.0476 0.5304691 0.20789078
[166,] 0.0491 0.5307814 0.20858536
[167,] 0.0507 0.5311157 0.20932570
[168,] 0.0512 0.5312205 0.20955694
[169,] 0.0525 0.5314933 0.21015791
[170,] 0.0531 0.5316195 0.21043516
[171,] 0.0544 0.5318934 0.21103559
[172,] 0.0546 0.5319356 0.21112793
[173,] 0.0564 0.5323164 0.21195860
[174,] 0.0579 0.5326349 0.21265029
[175,] 0.0623 0.5335750 0.21467640
[176,] 0.0628 0.5336824 0.21490637
[177,] 0.0631 0.5337469 0.21504432
[178,] 0.0648 0.5341131 0.21582570
[179,] 0.0669 0.5345674 0.21679007
[180,] 0.0672 0.5346324 0.21692775
[181,] 0.0680 0.5348061 0.21729482
[182,] 0.0693 0.5350890 0.21789101
[183,] 0.0694 0.5351108 0.21793686
[184,] 0.0702 0.5352853 0.21830354
[185,] 0.0747 0.5362723 0.22036353
[186,] 0.0750 0.5363384 0.22050070
[187,] 0.0770 0.5367803 0.22141469
[188,] 0.0783 0.5370685 0.22200832
[189,] 0.0790 0.5372241 0.22232781
[190,] 0.0807 0.5376027 0.22310328
[191,] 0.0814 0.5377590 0.22342240
[192,] 0.0827 0.5380498 0.22401477
[193,] 0.0829 0.5380946 0.22410588
[194,] 0.0835 0.5382292 0.22437913
[195,] 0.0850 0.5385662 0.22506191
[196,] 0.0871 0.5390399 0.22601699
[197,] 0.0879 0.5392208 0.22638057
[198,] 0.0880 0.5392435 0.22642601
[199,] 0.0913 0.5399931 0.22792424
[200,] 0.0935 0.5404957 0.22892173
[201,] 0.0962 0.5411154 0.23014448
[202,] 0.1000 0.5419932 0.23186268
[203,] 0.1011 0.5422486 0.23235947
[204,] 0.1013 0.5422950 0.23244976
[205,] 0.1025 0.5425743 0.23299136
[206,] 0.1058 0.5433456 0.23447911
[207,] 0.1065 0.5435099 0.23479438
[208,] 0.1086 0.5440039 0.23573957
[209,] 0.1109 0.5445473 0.23677367
[210,] 0.1110 0.5445710 0.23681860
[211,] 0.1121 0.5448318 0.23731274
[212,] 0.1123 0.5448792 0.23740255
[213,] 0.1130 0.5450455 0.23771683
[214,] 0.1131 0.5450693 0.23776172
[215,] 0.1146 0.5454265 0.23843479
[216,] 0.1150 0.5455219 0.23861419
[217,] 0.1242 0.5477361 0.24273074
[218,] 0.1246 0.5478332 0.24290930
[219,] 0.1288 0.5488573 0.24478206
[220,] 0.1304 0.5492496 0.24549448
[221,] 0.1330 0.5498894 0.24665097
[222,] 0.1331 0.5499140 0.24669542
[223,] 0.1351 0.5504083 0.24758397
[224,] 0.1361 0.5506561 0.24802792
[225,] 0.1377 0.5510535 0.24873778
[226,] 0.1407 0.5518017 0.25006726
[227,] 0.1441 0.5526545 0.25157162
[228,] 0.1443 0.5527048 0.25166003
[229,] 0.1454 0.5529819 0.25214614
[230,] 0.1508 0.5543500 0.25452868
[231,] 0.1644 0.5578522 0.26050086
[232,] 0.1793 0.5617821 0.26699742
[233,] 0.1814 0.5623438 0.26790914
[234,] 0.1838 0.5629880 0.26894991
[235,] 0.1927 0.5653988 0.27279845
[236,] 0.1978 0.5667957 0.27499598
[237,] 0.2012 0.5677332 0.27645783
[238,] 0.2026 0.5681206 0.27705903
[239,] 0.2056 0.5689537 0.27834588
[240,] 0.2087 0.5698187 0.27967356
[241,] 0.2099 0.5701546 0.28018693
[242,] 0.2385 0.5783420 0.29232902
[243,] 0.2400 0.5787809 0.29296090
[244,] 0.2620 0.5853276 0.30217188
, , n=30
newdata fun 1der
[1,] -0.3064 0.3058304 -3.751853e-01
[2,] -0.2579 0.2887617 -3.284250e-01
[3,] -0.2523 0.2869379 -3.229279e-01
[4,] -0.2394 0.2828542 -3.101876e-01
[5,] -0.2304 0.2801028 -3.012353e-01
[6,] -0.2187 0.2766468 -2.895189e-01
[7,] -0.2181 0.2764732 -2.889157e-01
[8,] -0.2102 0.2742222 -2.809514e-01
[9,] -0.2015 0.2718163 -2.721340e-01
[10,] -0.1881 0.2682612 -2.584572e-01
[11,] -0.1846 0.2673629 -2.548658e-01
[12,] -0.1842 0.2672610 -2.544549e-01
[13,] -0.1831 0.2669817 -2.533242e-01
[14,] -0.1807 0.2663767 -2.508546e-01
[15,] -0.1782 0.2657528 -2.482782e-01
[16,] -0.1754 0.2650617 -2.453877e-01
[17,] -0.1697 0.2636798 -2.394880e-01
[18,] -0.1683 0.2633455 -2.380357e-01
[19,] -0.1663 0.2628715 -2.359588e-01
[20,] -0.1512 0.2594274 -2.201947e-01
[21,] -0.1505 0.2592735 -2.194603e-01
[22,] -0.1419 0.2574250 -2.104123e-01
[23,] -0.1353 0.2560593 -2.034360e-01
[24,] -0.1337 0.2557351 -2.017405e-01
[25,] -0.1285 0.2547004 -1.962188e-01
[26,] -0.1247 0.2539625 -1.921726e-01
[27,] -0.1209 0.2532399 -1.881171e-01
[28,] -0.1167 0.2524593 -1.836238e-01
[29,] -0.1154 0.2522215 -1.822307e-01
[30,] -0.1141 0.2519855 -1.808366e-01
[31,] -0.1138 0.2519313 -1.805147e-01
[32,] -0.1124 0.2516796 -1.790117e-01
[33,] -0.1123 0.2516617 -1.789043e-01
[34,] -0.1121 0.2516260 -1.786895e-01
[35,] -0.1053 0.2504357 -1.713702e-01
[36,] -0.1039 0.2501969 -1.698596e-01
[37,] -0.0988 0.2493446 -1.643459e-01
[38,] -0.0984 0.2492790 -1.639127e-01
[39,] -0.0977 0.2491645 -1.631545e-01
[40,] -0.0955 0.2488082 -1.607692e-01
[41,] -0.0948 0.2486959 -1.600097e-01
[42,] -0.0923 0.2482993 -1.572942e-01
[43,] -0.0909 0.2480801 -1.557718e-01
[44,] -0.0902 0.2479714 -1.550102e-01
[45,] -0.0888 0.2477554 -1.534859e-01
[46,] -0.0871 0.2474961 -1.516332e-01
[47,] -0.0866 0.2474204 -1.510880e-01
[48,] -0.0807 0.2465480 -1.446418e-01
[49,] -0.0806 0.2465335 -1.445323e-01
[50,] -0.0707 0.2451564 -1.336646e-01
[51,] -0.0693 0.2449703 -1.321226e-01
[52,] -0.0680 0.2447995 -1.306897e-01
[53,] -0.0671 0.2446823 -1.296970e-01
[54,] -0.0648 0.2443870 -1.271577e-01
[55,] -0.0644 0.2443362 -1.267158e-01
[56,] -0.0637 0.2442478 -1.259421e-01
[57,] -0.0636 0.2442352 -1.258315e-01
[58,] -0.0606 0.2438626 -1.225120e-01
[59,] -0.0541 0.2430897 -1.152996e-01
[60,] -0.0537 0.2430437 -1.148549e-01
[61,] -0.0520 0.2428501 -1.129636e-01
[62,] -0.0518 0.2428275 -1.127410e-01
[63,] -0.0516 0.2428050 -1.125184e-01
[64,] -0.0514 0.2427825 -1.122957e-01
[65,] -0.0507 0.2427042 -1.115161e-01
[66,] -0.0468 0.2422777 -1.071670e-01
[67,] -0.0467 0.2422670 -1.070554e-01
[68,] -0.0465 0.2422456 -1.068321e-01
[69,] -0.0407 0.2416448 -1.003448e-01
[70,] -0.0378 0.2413585 -9.709306e-02
[71,] -0.0374 0.2413198 -9.664411e-02
[72,] -0.0365 0.2412332 -9.563360e-02
[73,] -0.0361 0.2411951 -9.518431e-02
[74,] -0.0358 0.2411666 -9.484728e-02
[75,] -0.0345 0.2410442 -9.338614e-02
[76,] -0.0339 0.2409884 -9.271140e-02
[77,] -0.0321 0.2408233 -9.068577e-02
[78,] -0.0306 0.2406886 -8.899615e-02
[79,] -0.0302 0.2406531 -8.854534e-02
[80,] -0.0293 0.2405738 -8.753063e-02
[81,] -0.0290 0.2405476 -8.719228e-02
[82,] -0.0262 0.2403079 -8.403152e-02
[83,] -0.0261 0.2402995 -8.391854e-02
[84,] -0.0254 0.2402410 -8.312752e-02
[85,] -0.0244 0.2401585 -8.199693e-02
[86,] -0.0243 0.2401503 -8.188383e-02
[87,] -0.0240 0.2401258 -8.154451e-02
[88,] -0.0206 0.2398551 -7.769479e-02
[89,] -0.0195 0.2397703 -7.644769e-02
[90,] -0.0193 0.2397550 -7.622086e-02
[91,] -0.0191 0.2397398 -7.599401e-02
[92,] -0.0190 0.2397322 -7.588057e-02
[93,] -0.0186 0.2397019 -7.542675e-02
[94,] -0.0153 0.2394592 -7.167884e-02
[95,] -0.0148 0.2394235 -7.111035e-02
[96,] -0.0142 0.2393811 -7.042796e-02
[97,] -0.0117 0.2392085 -6.758216e-02
[98,] -0.0109 0.2391548 -6.667065e-02
[99,] -0.0096 0.2390691 -6.518856e-02
[100,] -0.0088 0.2390173 -6.427596e-02
[101,] -0.0078 0.2389536 -6.313463e-02
[102,] -0.0075 0.2389347 -6.279211e-02
[103,] -0.0073 0.2389222 -6.256372e-02
[104,] -0.0064 0.2388664 -6.153568e-02
[105,] -0.0060 0.2388418 -6.107861e-02
[106,] -0.0052 0.2387933 -6.016415e-02
[107,] -0.0048 0.2387694 -5.970676e-02
[108,] -0.0039 0.2387161 -5.867726e-02
[109,] -0.0024 0.2386294 -5.696027e-02
[110,] -0.0014 0.2385730 -5.581480e-02
[111,] -0.0006 0.2385287 -5.489795e-02
[112,] -0.0001 0.2385014 -5.432472e-02
[113,] 0.0021 0.2383847 -5.180055e-02
[114,] 0.0044 0.2382685 -4.915855e-02
[115,] 0.0056 0.2382104 -4.777991e-02
[116,] 0.0064 0.2381725 -4.686091e-02
[117,] 0.0072 0.2381354 -4.594198e-02
[118,] 0.0080 0.2380990 -4.502312e-02
[119,] 0.0084 0.2380811 -4.456372e-02
[120,] 0.0085 0.2380767 -4.444887e-02
[121,] 0.0099 0.2380156 -4.284113e-02
[122,] 0.0107 0.2379816 -4.192252e-02
[123,] 0.0137 0.2378610 -3.847838e-02
[124,] 0.0159 0.2377792 -3.595333e-02
[125,] 0.0160 0.2377756 -3.583856e-02
[126,] 0.0164 0.2377613 -3.537953e-02
[127,] 0.0170 0.2377403 -3.469101e-02
[128,] 0.0183 0.2376962 -3.319936e-02
[129,] 0.0189 0.2376765 -3.251097e-02
[130,] 0.0190 0.2376732 -3.239624e-02
[131,] 0.0196 0.2376540 -3.170790e-02
[132,] 0.0197 0.2376508 -3.159318e-02
[133,] 0.0207 0.2376198 -3.044604e-02
[134,] 0.0211 0.2376077 -2.998722e-02
[135,] 0.0215 0.2375958 -2.952842e-02
[136,] 0.0224 0.2375697 -2.849618e-02
[137,] 0.0225 0.2375669 -2.838149e-02
[138,] 0.0230 0.2375528 -2.780807e-02
[139,] 0.0233 0.2375445 -2.746403e-02
[140,] 0.0240 0.2375256 -2.666149e-02
[141,] 0.0248 0.2375046 -2.574500e-02
[142,] 0.0250 0.2374995 -2.551599e-02
[143,] 0.0267 0.2374578 -2.357130e-02
[144,] 0.0286 0.2374150 -2.140181e-02
[145,] 0.0293 0.2374003 -2.060358e-02
[146,] 0.0308 0.2373707 -1.889501e-02
[147,] 0.0312 0.2373633 -1.843983e-02
[148,] 0.0316 0.2373560 -1.798484e-02
[149,] 0.0326 0.2373386 -1.684818e-02
[150,] 0.0332 0.2373286 -1.616674e-02
[151,] 0.0339 0.2373176 -1.537225e-02
[152,] 0.0350 0.2373014 -1.412493e-02
[153,] 0.0382 0.2372620 -1.050435e-02
[154,] 0.0396 0.2372484 -8.924100e-03
[155,] 0.0398 0.2372466 -8.698568e-03
[156,] 0.0413 0.2372348 -7.009278e-03
[157,] 0.0415 0.2372335 -6.784332e-03
[158,] 0.0421 0.2372296 -6.109905e-03
[159,] 0.0441 0.2372196 -3.866289e-03
[160,] 0.0443 0.2372189 -3.642306e-03
[161,] 0.0455 0.2372153 -2.299851e-03
[162,] 0.0467 0.2372133 -9.598722e-04
[163,] 0.0468 0.2372133 -8.483191e-04
[164,] 0.0470 0.2372131 -6.252646e-04
[165,] 0.0476 0.2372129 4.348642e-05
[166,] 0.0491 0.2372143 1.712655e-03
[167,] 0.0507 0.2372184 3.488837e-03
[168,] 0.0512 0.2372203 4.042991e-03
[169,] 0.0525 0.2372265 5.481778e-03
[170,] 0.0531 0.2372300 6.144854e-03
[171,] 0.0544 0.2372389 7.579394e-03
[172,] 0.0546 0.2372404 7.799834e-03
[173,] 0.0564 0.2372563 9.780703e-03
[174,] 0.0579 0.2372722 1.142717e-02
[175,] 0.0623 0.2373330 1.623446e-02
[176,] 0.0628 0.2373413 1.677863e-02
[177,] 0.0631 0.2373464 1.710493e-02
[178,] 0.0648 0.2373770 1.895101e-02
[179,] 0.0669 0.2374192 2.122457e-02
[180,] 0.0672 0.2374256 2.154875e-02
[181,] 0.0680 0.2374432 2.241246e-02
[182,] 0.0693 0.2374733 2.381362e-02
[183,] 0.0694 0.2374756 2.392129e-02
[184,] 0.0702 0.2374951 2.478196e-02
[185,] 0.0747 0.2376175 2.960266e-02
[186,] 0.0750 0.2376264 2.992280e-02
[187,] 0.0770 0.2376884 3.205310e-02
[188,] 0.0783 0.2377310 3.343409e-02
[189,] 0.0790 0.2377546 3.417649e-02
[190,] 0.0807 0.2378143 3.597595e-02
[191,] 0.0814 0.2378397 3.671545e-02
[192,] 0.0827 0.2378883 3.808658e-02
[193,] 0.0829 0.2378960 3.829726e-02
[194,] 0.0835 0.2379191 3.892890e-02
[195,] 0.0850 0.2379787 4.050528e-02
[196,] 0.0871 0.2380661 4.270568e-02
[197,] 0.0879 0.2381006 4.354193e-02
[198,] 0.0880 0.2381049 4.364639e-02
[199,] 0.0913 0.2382547 4.708368e-02
[200,] 0.0935 0.2383607 4.936478e-02
[201,] 0.0962 0.2384978 5.215290e-02
[202,] 0.1000 0.2387034 5.605561e-02
[203,] 0.1011 0.2387657 5.718070e-02
[204,] 0.1013 0.2387771 5.738504e-02
[205,] 0.1025 0.2388467 5.860961e-02
[206,] 0.1058 0.2390457 6.196438e-02
[207,] 0.1065 0.2390893 6.267358e-02
[208,] 0.1086 0.2392232 6.479612e-02
[209,] 0.1109 0.2393749 6.711208e-02
[210,] 0.1110 0.2393816 6.721257e-02
[211,] 0.1121 0.2394561 6.831679e-02
[212,] 0.1123 0.2394698 6.851733e-02
[213,] 0.1130 0.2395180 6.921869e-02
[214,] 0.1131 0.2395249 6.931881e-02
[215,] 0.1146 0.2396300 7.081861e-02
[216,] 0.1150 0.2396584 7.121791e-02
[217,] 0.1242 0.2403556 8.032545e-02
[218,] 0.1246 0.2403879 8.071811e-02
[219,] 0.1288 0.2407355 8.482348e-02
[220,] 0.1304 0.2408725 8.637903e-02
[221,] 0.1330 0.2411003 8.889690e-02
[222,] 0.1331 0.2411092 8.899349e-02
[223,] 0.1351 0.2412891 9.092162e-02
[224,] 0.1361 0.2413805 9.188296e-02
[225,] 0.1377 0.2415288 9.341735e-02
[226,] 0.1407 0.2418133 9.628182e-02
[227,] 0.1441 0.2421462 9.950851e-02
[228,] 0.1443 0.2421661 9.969766e-02
[229,] 0.1454 0.2422763 1.007367e-01
[230,] 0.1508 0.2428340 1.058023e-01
[231,] 0.1644 0.2443582 1.182779e-01
[232,] 0.1793 0.2462196 1.314926e-01
[233,] 0.1814 0.2464977 1.333169e-01
[234,] 0.1838 0.2468201 1.353904e-01
[235,] 0.1927 0.2480589 1.429721e-01
[236,] 0.1978 0.2487990 1.472405e-01
[237,] 0.2012 0.2493044 1.500552e-01
[238,] 0.2026 0.2495153 1.512070e-01
[239,] 0.2056 0.2499726 1.536612e-01
[240,] 0.2087 0.2504529 1.561769e-01
[241,] 0.2099 0.2506409 1.571452e-01
[242,] 0.2385 0.2554564 1.793140e-01
[243,] 0.2400 0.2557262 1.804285e-01
[244,] 0.2620 0.2598712 1.962227e-01
, , n=44
newdata fun 1der
[1,] -0.3064 0.2586426 -0.1835767409
[2,] -0.2579 0.2505501 -0.1495238430
[3,] -0.2523 0.2497244 -0.1453555130
[4,] -0.2394 0.2479122 -0.1355664162
[5,] -0.2304 0.2467234 -0.1285740501
[6,] -0.2187 0.2452733 -0.1192789195
[7,] -0.2181 0.2452018 -0.1187959977
[8,] -0.2102 0.2442886 -0.1123806738
[9,] -0.2015 0.2433421 -0.1051893054
[10,] -0.1881 0.2420083 -0.0938317156
[11,] -0.1846 0.2416851 -0.0908088079
[12,] -0.1842 0.2416489 -0.0904618459
[13,] -0.1831 0.2415499 -0.0895061281
[14,] -0.1807 0.2413376 -0.0874129199
[15,] -0.1782 0.2411218 -0.0852208198
[16,] -0.1754 0.2408866 -0.0827515244
[17,] -0.1697 0.2404294 -0.0776785690
[18,] -0.1683 0.2403215 -0.0764231066
[19,] -0.1663 0.2401705 -0.0746231081
[20,] -0.1512 0.2391476 -0.0607870321
[21,] -0.1505 0.2391052 -0.0601350838
[22,] -0.1419 0.2386227 -0.0520492085
[23,] -0.1353 0.2383000 -0.0457481591
[24,] -0.1337 0.2382280 -0.0442081280
[25,] -0.1285 0.2380112 -0.0391693267
[26,] -0.1247 0.2378694 -0.0354545313
[27,] -0.1209 0.2377418 -0.0317122118
[28,] -0.1167 0.2376173 -0.0275439414
[29,] -0.1154 0.2375824 -0.0262469481
[30,] -0.1141 0.2375491 -0.0249467335
[31,] -0.1138 0.2375416 -0.0246462266
[32,] -0.1124 0.2375081 -0.0232415924
[33,] -0.1123 0.2375058 -0.0231411184
[34,] -0.1121 0.2375012 -0.0229401133
[35,] -0.1053 0.2373685 -0.0160605736
[36,] -0.1039 0.2373471 -0.0146332567
[37,] -0.0988 0.2372857 -0.0094021516
[38,] -0.0984 0.2372821 -0.0089897722
[39,] -0.0977 0.2372760 -0.0082673742
[40,] -0.0955 0.2372603 -0.0059909003
[41,] -0.0948 0.2372564 -0.0052646330
[42,] -0.0923 0.2372465 -0.0026631967
[43,] -0.0909 0.2372438 -0.0012011887
[44,] -0.0902 0.2372432 -0.0004687838
[45,] -0.0888 0.2372436 0.0009988282
[46,] -0.0871 0.2372468 0.0027859510
[47,] -0.0866 0.2372483 0.0033126237
[48,] -0.0807 0.2372863 0.0095633489
[49,] -0.0806 0.2372872 0.0096698652
[50,] -0.0707 0.2374355 0.0203093338
[51,] -0.0693 0.2374650 0.0218289824
[52,] -0.0680 0.2374943 0.0232434299
[53,] -0.0671 0.2375156 0.0242245498
[54,] -0.0648 0.2375742 0.0267388707
[55,] -0.0644 0.2375850 0.0271771732
[56,] -0.0637 0.2376043 0.0279449365
[57,] -0.0636 0.2376071 0.0280546932
[58,] -0.0606 0.2376962 0.0313562577
[59,] -0.0541 0.2379234 0.0385684987
[60,] -0.0537 0.2379389 0.0390149593
[61,] -0.0520 0.2380069 0.0409158194
[62,] -0.0518 0.2380151 0.0411398122
[63,] -0.0516 0.2380233 0.0413638812
[64,] -0.0514 0.2380316 0.0415880264
[65,] -0.0507 0.2380610 0.0423731352
[66,] -0.0468 0.2382348 0.0467644105
[67,] -0.0467 0.2382395 0.0468773886
[68,] -0.0465 0.2382489 0.0471034018
[69,] -0.0407 0.2385412 0.0536909517
[70,] -0.0378 0.2387017 0.0570087722
[71,] -0.0374 0.2387246 0.0574676607
[72,] -0.0365 0.2387768 0.0585012748
[73,] -0.0361 0.2388003 0.0589611544
[74,] -0.0358 0.2388180 0.0593062642
[75,] -0.0345 0.2388961 0.0608037226
[76,] -0.0339 0.2389328 0.0614959437
[77,] -0.0321 0.2390453 0.0635767243
[78,] -0.0306 0.2391420 0.0653154257
[79,] -0.0302 0.2391682 0.0657798037
[80,] -0.0293 0.2392279 0.0668257694
[81,] -0.0290 0.2392480 0.0671747675
[82,] -0.0262 0.2394407 0.0704387704
[83,] -0.0261 0.2394477 0.0705555609
[84,] -0.0254 0.2394974 0.0713735175
[85,] -0.0244 0.2395693 0.0725433106
[86,] -0.0243 0.2395766 0.0726603730
[87,] -0.0240 0.2395984 0.0730116508
[88,] -0.0206 0.2398535 0.0770022987
[89,] -0.0195 0.2399389 0.0782971287
[90,] -0.0193 0.2399546 0.0785327487
[91,] -0.0191 0.2399703 0.0787684291
[92,] -0.0190 0.2399782 0.0788862919
[93,] -0.0186 0.2400098 0.0793578943
[94,] -0.0153 0.2402781 0.0832578348
[95,] -0.0148 0.2403199 0.0838501697
[96,] -0.0142 0.2403704 0.0845614699
[97,] -0.0117 0.2405855 0.0875310734
[98,] -0.0109 0.2406560 0.0884833401
[99,] -0.0096 0.2407720 0.0900328351
[100,] -0.0088 0.2408444 0.0909876392
[101,] -0.0078 0.2409360 0.0921825035
[102,] -0.0075 0.2409637 0.0925412573
[103,] -0.0073 0.2409822 0.0927805021
[104,] -0.0064 0.2410662 0.0938578509
[105,] -0.0060 0.2411039 0.0943370653
[106,] -0.0052 0.2411797 0.0952962191
[107,] -0.0048 0.2412179 0.0957761584
[108,] -0.0039 0.2413046 0.0968569055
[109,] -0.0024 0.2414512 0.0986608692
[110,] -0.0014 0.2415505 0.0998653995
[111,] -0.0006 0.2416308 0.1008301112
[112,] -0.0001 0.2416813 0.1014335469
[113,] 0.0021 0.2419074 0.1040931494
[114,] 0.0044 0.2421500 0.1068814588
[115,] 0.0056 0.2422792 0.1083394006
[116,] 0.0064 0.2423662 0.1093125700
[117,] 0.0072 0.2424541 0.1102866869
[118,] 0.0080 0.2425427 0.1112616703
[119,] 0.0084 0.2425873 0.1117494835
[120,] 0.0085 0.2425985 0.1118714703
[121,] 0.0099 0.2427563 0.1135806920
[122,] 0.0107 0.2428476 0.1145582574
[123,] 0.0137 0.2431967 0.1182246414
[124,] 0.0159 0.2434598 0.1209138176
[125,] 0.0160 0.2434719 0.1210360628
[126,] 0.0164 0.2435204 0.1215250524
[127,] 0.0170 0.2435935 0.1222585627
[128,] 0.0183 0.2437535 0.1238479417
[129,] 0.0189 0.2438280 0.1245815506
[130,] 0.0190 0.2438405 0.1247038217
[131,] 0.0196 0.2439155 0.1254374669
[132,] 0.0197 0.2439281 0.1255597441
[133,] 0.0207 0.2440542 0.1267825639
[134,] 0.0211 0.2441051 0.1272717160
[135,] 0.0215 0.2441561 0.1277608819
[136,] 0.0224 0.2442715 0.1288615559
[137,] 0.0225 0.2442844 0.1289838573
[138,] 0.0230 0.2443491 0.1295953775
[139,] 0.0233 0.2443880 0.1299622999
[140,] 0.0240 0.2444793 0.1308184826
[141,] 0.0248 0.2445843 0.1317970289
[142,] 0.0250 0.2446107 0.1320416741
[143,] 0.0267 0.2448370 0.1341212982
[144,] 0.0286 0.2450940 0.1364459130
[145,] 0.0293 0.2451898 0.1373025091
[146,] 0.0308 0.2453971 0.1391384154
[147,] 0.0312 0.2454529 0.1396280694
[148,] 0.0316 0.2455088 0.1401177567
[149,] 0.0326 0.2456496 0.1413421206
[150,] 0.0332 0.2457346 0.1420768387
[151,] 0.0339 0.2458344 0.1429341045
[152,] 0.0350 0.2459923 0.1442814424
[153,] 0.0382 0.2464603 0.1482024015
[154,] 0.0396 0.2466690 0.1499184908
[155,] 0.0398 0.2466990 0.1501636797
[156,] 0.0413 0.2469256 0.1520028615
[157,] 0.0415 0.2469560 0.1522481211
[158,] 0.0421 0.2470476 0.1529839498
[159,] 0.0441 0.2473560 0.1554372529
[160,] 0.0443 0.2473871 0.1556826290
[161,] 0.0455 0.2475748 0.1571550601
[162,] 0.0467 0.2477643 0.1586277907
[163,] 0.0468 0.2477802 0.1587505317
[164,] 0.0470 0.2478120 0.1589960201
[165,] 0.0476 0.2479076 0.1597325351
[166,] 0.0491 0.2481486 0.1615741502
[167,] 0.0507 0.2484086 0.1635390555
[168,] 0.0512 0.2484906 0.1641531975
[169,] 0.0525 0.2487050 0.1657502103
[170,] 0.0531 0.2488047 0.1664874116
[171,] 0.0544 0.2490221 0.1680849380
[172,] 0.0546 0.2490558 0.1683307425
[173,] 0.0564 0.2493608 0.1705433572
[174,] 0.0579 0.2496180 0.1723877176
[175,] 0.0623 0.2503884 0.1778005408
[176,] 0.0628 0.2504774 0.1784158891
[177,] 0.0631 0.2505310 0.1787851230
[178,] 0.0648 0.2508367 0.1808778022
[179,] 0.0669 0.2512193 0.1834637064
[180,] 0.0672 0.2512744 0.1838331962
[181,] 0.0680 0.2514218 0.1848185937
[182,] 0.0693 0.2516632 0.1864201485
[183,] 0.0694 0.2516818 0.1865433596
[184,] 0.0702 0.2518314 0.1875291231
[185,] 0.0747 0.2526878 0.1930765231
[186,] 0.0750 0.2527458 0.1934464995
[187,] 0.0770 0.2531351 0.1959136362
[188,] 0.0783 0.2533909 0.1975182089
[189,] 0.0790 0.2535294 0.1983825385
[190,] 0.0807 0.2538685 0.2004825835
[191,] 0.0814 0.2540091 0.2013477027
[192,] 0.0827 0.2542719 0.2029549635
[193,] 0.0829 0.2543125 0.2032023049
[194,] 0.0835 0.2544347 0.2039444419
[195,] 0.0850 0.2547420 0.2058005245
[196,] 0.0871 0.2551769 0.2084008165
[197,] 0.0879 0.2553440 0.2093919491
[198,] 0.0880 0.2553649 0.2095158618
[199,] 0.0913 0.2560631 0.2136076180
[200,] 0.0935 0.2565360 0.2163382988
[201,] 0.0962 0.2571247 0.2196926975
[202,] 0.1000 0.2579685 0.2244195070
[203,] 0.1011 0.2582161 0.2257890605
[204,] 0.1013 0.2582613 0.2260381313
[205,] 0.1025 0.2585334 0.2275329510
[206,] 0.1058 0.2592911 0.2316471945
[207,] 0.1065 0.2594535 0.2325205707
[208,] 0.1086 0.2599446 0.2351420812
[209,] 0.1109 0.2604887 0.2380156372
[210,] 0.1110 0.2605125 0.2381406308
[211,] 0.1121 0.2607752 0.2395158707
[212,] 0.1123 0.2608232 0.2397659755
[213,] 0.1130 0.2609913 0.2406414900
[214,] 0.1131 0.2610154 0.2407665823
[215,] 0.1146 0.2613779 0.2426435308
[216,] 0.1150 0.2614751 0.2431442290
[217,] 0.1242 0.2637650 0.2546810404
[218,] 0.1246 0.2638670 0.2551835432
[219,] 0.1288 0.2649499 0.2604643624
[220,] 0.1304 0.2653682 0.2624782837
[221,] 0.1330 0.2660549 0.2657534716
[222,] 0.1331 0.2660815 0.2658795038
[223,] 0.1351 0.2666158 0.2684004505
[224,] 0.1361 0.2668848 0.2696608169
[225,] 0.1377 0.2673179 0.2716764206
[226,] 0.1407 0.2681386 0.2754521351
[227,] 0.1441 0.2690824 0.2797256925
[228,] 0.1443 0.2691384 0.2799768934
[229,] 0.1454 0.2694471 0.2813581313
[230,] 0.1508 0.2709847 0.2881297438
[231,] 0.1644 0.2750189 0.3051178451
[232,] 0.1793 0.2797032 0.3236208031
[233,] 0.1814 0.2803855 0.3262187482
[234,] 0.1838 0.2811720 0.3291830810
[235,] 0.1927 0.2841505 0.3401315577
[236,] 0.1978 0.2859011 0.3463739834
[237,] 0.2012 0.2870858 0.3505228827
[238,] 0.2026 0.2875777 0.3522282958
[239,] 0.2056 0.2886399 0.3558769609
[240,] 0.2087 0.2897489 0.3596437062
[241,] 0.2099 0.2901814 0.3611018144
[242,] 0.2385 0.3010059 0.3958555938
[243,] 0.2400 0.3016010 0.3976784610
[244,] 0.2620 0.3106440 0.4243939299
, , n=67
newdata fun 1der
[1,] -0.3064 0.16538647 -0.510038575
[2,] -0.2579 0.14265188 -0.427437861
[3,] -0.2523 0.14028494 -0.417898308
[4,] -0.2394 0.13503581 -0.395917567
[5,] -0.2304 0.13154159 -0.380576841
[6,] -0.2187 0.12720553 -0.360627353
[7,] -0.2181 0.12698946 -0.359604103
[8,] -0.2102 0.12420181 -0.346129497
[9,] -0.2015 0.12125505 -0.331286471
[10,] -0.1881 0.11696888 -0.308458530
[11,] -0.1846 0.11589968 -0.302515581
[12,] -0.1842 0.11577881 -0.301836923
[13,] -0.1831 0.11544781 -0.299971181
[14,] -0.1807 0.11473276 -0.295903356
[15,] -0.1782 0.11399830 -0.291670249
[16,] -0.1754 0.11318825 -0.286934269
[17,] -0.1697 0.11158017 -0.277309816
[18,] -0.1683 0.11119359 -0.274949332
[19,] -0.1663 0.11064706 -0.271579547
[20,] -0.1512 0.10673782 -0.246226411
[21,] -0.1505 0.10656587 -0.245054901
[22,] -0.1419 0.10452021 -0.230689547
[23,] -0.1353 0.10303394 -0.219699547
[24,] -0.1337 0.10268455 -0.217041616
[25,] -0.1285 0.10157834 -0.208431386
[26,] -0.1247 0.10079821 -0.202166421
[27,] -0.1209 0.10004184 -0.195924363
[28,] -0.1167 0.09923340 -0.189057452
[29,] -0.1154 0.09898900 -0.186940794
[30,] -0.1141 0.09874735 -0.184828335
[31,] -0.1138 0.09869197 -0.184341440
[32,] -0.1124 0.09843548 -0.182071692
[33,] -0.1123 0.09841728 -0.181909685
[34,] -0.1121 0.09838093 -0.181585717
[35,] -0.1053 0.09718352 -0.170606894
[36,] -0.1039 0.09694625 -0.168355254
[37,] -0.0988 0.09610850 -0.160177344
[38,] -0.0984 0.09604456 -0.159537030
[39,] -0.0977 0.09593328 -0.158416556
[40,] -0.0955 0.09558863 -0.154895599
[41,] -0.0948 0.09548060 -0.153775284
[42,] -0.0923 0.09510116 -0.149773731
[43,] -0.0909 0.09489305 -0.147532569
[44,] -0.0902 0.09479017 -0.146411909
[45,] -0.0888 0.09458676 -0.144170431
[46,] -0.0871 0.09434398 -0.141448354
[47,] -0.0866 0.09427346 -0.140647684
[48,] -0.0807 0.09347151 -0.131197555
[49,] -0.0806 0.09345840 -0.131037332
[50,] -0.0707 0.09223969 -0.115163911
[51,] -0.0693 0.09208003 -0.112917374
[52,] -0.0680 0.09193459 -0.110830903
[53,] -0.0671 0.09183550 -0.109386197
[54,] -0.0648 0.09158815 -0.105693327
[55,] -0.0644 0.09154601 -0.105050965
[56,] -0.0637 0.09147286 -0.103926744
[57,] -0.0636 0.09146248 -0.103766131
[58,] -0.0606 0.09115841 -0.098946701
[59,] -0.0541 0.09054921 -0.088497537
[60,] -0.0537 0.09051394 -0.087854196
[61,] -0.0520 0.09036691 -0.085119587
[62,] -0.0518 0.09034992 -0.084797825
[63,] -0.0516 0.09033299 -0.084476053
[64,] -0.0514 0.09031613 -0.084154273
[65,] -0.0507 0.09025762 -0.083027969
[66,] -0.0468 0.08994605 -0.076750795
[67,] -0.0467 0.08993838 -0.076589796
[68,] -0.0465 0.08992309 -0.076267792
[69,] -0.0407 0.08950782 -0.066928461
[70,] -0.0378 0.08932050 -0.062258386
[71,] -0.0374 0.08929573 -0.061614217
[72,] -0.0365 0.08924093 -0.060164817
[73,] -0.0361 0.08921699 -0.059520632
[74,] -0.0358 0.08919921 -0.059037489
[75,] -0.0345 0.08912382 -0.056943839
[76,] -0.0339 0.08908994 -0.055977521
[77,] -0.0321 0.08899179 -0.053078498
[78,] -0.0306 0.08891398 -0.050662651
[79,] -0.0302 0.08889385 -0.050018466
[80,] -0.0293 0.08884948 -0.048569116
[81,] -0.0290 0.08883499 -0.048086021
[82,] -0.0262 0.08870666 -0.043577633
[83,] -0.0261 0.08870231 -0.043416636
[84,] -0.0254 0.08867231 -0.042289689
[85,] -0.0244 0.08863083 -0.040679864
[86,] -0.0243 0.08862677 -0.040518888
[87,] -0.0240 0.08861468 -0.040035967
[88,] -0.0206 0.08848786 -0.034563588
[89,] -0.0195 0.08845082 -0.032793400
[90,] -0.0193 0.08844429 -0.032471563
[91,] -0.0191 0.08843783 -0.032149730
[92,] -0.0190 0.08843462 -0.031988816
[93,] -0.0186 0.08842195 -0.031345169
[94,] -0.0153 0.08832728 -0.026035794
[95,] -0.0148 0.08831446 -0.025231453
[96,] -0.0142 0.08829961 -0.024266283
[97,] -0.0117 0.08824397 -0.020245190
[98,] -0.0109 0.08822829 -0.018958593
[99,] -0.0096 0.08820500 -0.016868033
[100,] -0.0088 0.08819202 -0.015581631
[101,] -0.0078 0.08817724 -0.013973734
[102,] -0.0075 0.08817312 -0.013491387
[103,] -0.0073 0.08817046 -0.013169829
[104,] -0.0064 0.08815926 -0.011722873
[105,] -0.0060 0.08815470 -0.011079812
[106,] -0.0052 0.08814635 -0.009793745
[107,] -0.0048 0.08814256 -0.009150739
[108,] -0.0039 0.08813497 -0.007704045
[109,] -0.0024 0.08812523 -0.005293096
[110,] -0.0014 0.08812074 -0.003685942
[111,] -0.0006 0.08811830 -0.002400303
[112,] -0.0001 0.08811730 -0.001596816
[113,] 0.0021 0.08811768 0.001938182
[114,] 0.0044 0.08812639 0.005633261
[115,] 0.0056 0.08813430 0.007560884
[116,] 0.0064 0.08814086 0.008845873
[117,] 0.0072 0.08814846 0.010130788
[118,] 0.0080 0.08815707 0.011415628
[119,] 0.0084 0.08816177 0.012058021
[120,] 0.0085 0.08816298 0.012218616
[121,] 0.0099 0.08818166 0.014466827
[122,] 0.0107 0.08819375 0.015751416
[123,] 0.0137 0.08824823 0.020567966
[124,] 0.0159 0.08829736 0.024099438
[125,] 0.0160 0.08829978 0.024259946
[126,] 0.0164 0.08830961 0.024901966
[127,] 0.0170 0.08832484 0.025864963
[128,] 0.0183 0.08835982 0.027951311
[129,] 0.0189 0.08837688 0.028914175
[130,] 0.0190 0.08837978 0.029074649
[131,] 0.0196 0.08839752 0.030037464
[132,] 0.0197 0.08840053 0.030197929
[133,] 0.0207 0.08843153 0.031802516
[134,] 0.0211 0.08844438 0.032444319
[135,] 0.0215 0.08845748 0.033086102
[136,] 0.0224 0.08848791 0.034530048
[137,] 0.0225 0.08849137 0.034690481
[138,] 0.0230 0.08850892 0.035492626
[139,] 0.0233 0.08851964 0.035973900
[140,] 0.0240 0.08854521 0.037096831
[141,] 0.0248 0.08857540 0.038380110
[142,] 0.0250 0.08858311 0.038700919
[143,] 0.0267 0.08865122 0.041427602
[144,] 0.0286 0.08873283 0.044474671
[145,] 0.0293 0.08876435 0.045597113
[146,] 0.0308 0.08883455 0.048001895
[147,] 0.0312 0.08885388 0.048643067
[148,] 0.0316 0.08887347 0.049284211
[149,] 0.0326 0.08892355 0.050887355
[150,] 0.0332 0.08895437 0.051849456
[151,] 0.0339 0.08899106 0.052972109
[152,] 0.0350 0.08905030 0.054736720
[153,] 0.0382 0.08923367 0.059873368
[154,] 0.0396 0.08931907 0.062123159
[155,] 0.0398 0.08933153 0.062444718
[156,] 0.0413 0.08942701 0.064857679
[157,] 0.0415 0.08944001 0.065179577
[158,] 0.0421 0.08947941 0.066145511
[159,] 0.0441 0.08961492 0.069367886
[160,] 0.0443 0.08962883 0.069690343
[161,] 0.0455 0.08971361 0.071625925
[162,] 0.0467 0.08980073 0.073562945
[163,] 0.0468 0.08980809 0.073724428
[164,] 0.0470 0.08982287 0.074047424
[165,] 0.0476 0.08986759 0.075016684
[166,] 0.0491 0.08998193 0.077442000
[167,] 0.0507 0.09010791 0.080032450
[168,] 0.0512 0.09014813 0.080842695
[169,] 0.0525 0.09025460 0.082950957
[170,] 0.0531 0.09030466 0.083924794
[171,] 0.0544 0.09041513 0.086036488
[172,] 0.0546 0.09043237 0.086361573
[173,] 0.0564 0.09059046 0.089289835
[174,] 0.0579 0.09072623 0.091733106
[175,] 0.0623 0.09114564 0.098913708
[176,] 0.0628 0.09119530 0.099730975
[177,] 0.0631 0.09122529 0.100221462
[178,] 0.0648 0.09139803 0.103002679
[179,] 0.0669 0.09161795 0.106442502
[180,] 0.0672 0.09164996 0.106934285
[181,] 0.0680 0.09173603 0.108246168
[182,] 0.0693 0.09187814 0.110379416
[183,] 0.0694 0.09188918 0.110543586
[184,] 0.0702 0.09197814 0.111857323
[185,] 0.0747 0.09249815 0.119259654
[186,] 0.0750 0.09253400 0.119753901
[187,] 0.0770 0.09277680 0.123051304
[188,] 0.0783 0.09293817 0.125196875
[189,] 0.0790 0.09302621 0.126352920
[190,] 0.0807 0.09324340 0.129162606
[191,] 0.0814 0.09333421 0.130320420
[192,] 0.0827 0.09350503 0.132472016
[193,] 0.0829 0.09353156 0.132803189
[194,] 0.0835 0.09361154 0.133796960
[195,] 0.0850 0.09381410 0.136283046
[196,] 0.0871 0.09410395 0.139767422
[197,] 0.0879 0.09421629 0.141095847
[198,] 0.0880 0.09423041 0.141261940
[199,] 0.0913 0.09470563 0.146747908
[200,] 0.0935 0.09503250 0.150410519
[201,] 0.0962 0.09544468 0.154911336
[202,] 0.1000 0.09604540 0.161256636
[203,] 0.1011 0.09622379 0.163095794
[204,] 0.1013 0.09625644 0.163430300
[205,] 0.1025 0.09645376 0.165438073
[206,] 0.1058 0.09700883 0.170965953
[207,] 0.1065 0.09712892 0.172139759
[208,] 0.1086 0.09749411 0.175663754
[209,] 0.1109 0.09790258 0.179527800
[210,] 0.1110 0.09792054 0.179695907
[211,] 0.1121 0.09811922 0.181545663
[212,] 0.1123 0.09815556 0.181882096
[213,] 0.1130 0.09828329 0.183059888
[214,] 0.1131 0.09830161 0.183228179
[215,] 0.1146 0.09857834 0.185753596
[216,] 0.1150 0.09865278 0.186427373
[217,] 0.1242 0.10043932 0.201962928
[218,] 0.1246 0.10052024 0.202640068
[219,] 0.1288 0.10138627 0.209758505
[220,] 0.1304 0.10172406 0.212474355
[221,] 0.1330 0.10228223 0.216892393
[222,] 0.1331 0.10230393 0.217062436
[223,] 0.1351 0.10274146 0.220465131
[224,] 0.1361 0.10296277 0.222167792
[225,] 0.1377 0.10332042 0.224893872
[226,] 0.1407 0.10400278 0.230011316
[227,] 0.1441 0.10479469 0.235820615
[228,] 0.1443 0.10484189 0.236162653
[229,] 0.1454 0.10510270 0.238044493
[230,] 0.1508 0.10641312 0.247297986
[231,] 0.1644 0.10993543 0.270716244
[232,] 0.1793 0.11416139 0.296558983
[233,] 0.1814 0.11478800 0.300216883
[234,] 0.1838 0.11551354 0.304402069
[235,] 0.1927 0.11829193 0.319966179
[236,] 0.1978 0.11994657 0.328916208
[237,] 0.2012 0.12107505 0.334895551
[238,] 0.2026 0.12154562 0.337359804
[239,] 0.2056 0.12256562 0.342639208
[240,] 0.2087 0.12363626 0.348092902
[241,] 0.2099 0.12405524 0.350203549
[242,] 0.2385 0.13478966 0.400431118
[243,] 0.2400 0.13539228 0.403061394
[244,] 0.2620 0.14468352 0.441578221
, , n=100
newdata fun 1der
[1,] -0.3064 0.16773386 -5.302206e-01
[2,] -0.2579 0.14340082 -4.730225e-01
[3,] -0.2523 0.14077075 -4.662746e-01
[4,] -0.2394 0.13485781 -4.503777e-01
[5,] -0.2304 0.13085545 -4.389955e-01
[6,] -0.2187 0.12580749 -4.238315e-01
[7,] -0.2181 0.12555342 -4.230419e-01
[8,] -0.2102 0.12225277 -4.125333e-01
[9,] -0.2015 0.11871493 -4.007215e-01
[10,] -0.1881 0.11346977 -3.820384e-01
[11,] -0.1846 0.11214134 -3.770605e-01
[12,] -0.1842 0.11199063 -3.764891e-01
[13,] -0.1831 0.11157736 -3.749148e-01
[14,] -0.1807 0.11068169 -3.714660e-01
[15,] -0.1782 0.10975754 -3.678533e-01
[16,] -0.1754 0.10873324 -3.637884e-01
[17,] -0.1697 0.10668333 -3.554659e-01
[18,] -0.1683 0.10618712 -3.534120e-01
[19,] -0.1663 0.10548323 -3.504714e-01
[20,] -0.1512 0.10036009 -3.280168e-01
[21,] -0.1505 0.10013084 -3.269650e-01
[22,] -0.1419 0.09737474 -3.139654e-01
[23,] -0.1353 0.09533577 -3.038909e-01
[24,] -0.1337 0.09485151 -3.014358e-01
[25,] -0.1285 0.09330485 -2.934226e-01
[26,] -0.1247 0.09220102 -2.875386e-01
[27,] -0.1209 0.09111959 -2.816321e-01
[28,] -0.1167 0.08995048 -2.750815e-01
[29,] -0.1154 0.08959420 -2.730498e-01
[30,] -0.1141 0.08924055 -2.710160e-01
[31,] -0.1138 0.08915932 -2.705464e-01
[32,] -0.1124 0.08878209 -2.683535e-01
[33,] -0.1123 0.08875526 -2.681968e-01
[34,] -0.1121 0.08870165 -2.678833e-01
[35,] -0.1053 0.08691635 -2.571970e-01
[36,] -0.1039 0.08655782 -2.549901e-01
[37,] -0.0988 0.08527791 -2.469314e-01
[38,] -0.0984 0.08517926 -2.462980e-01
[39,] -0.0977 0.08500724 -2.451892e-01
[40,] -0.0955 0.08447166 -2.417006e-01
[41,] -0.0948 0.08430286 -2.405894e-01
[42,] -0.0923 0.08370635 -2.366161e-01
[43,] -0.0909 0.08337665 -2.343879e-01
[44,] -0.0902 0.08321296 -2.332729e-01
[45,] -0.0888 0.08288794 -2.310412e-01
[46,] -0.0871 0.08249748 -2.283283e-01
[47,] -0.0866 0.08238352 -2.275297e-01
[48,] -0.0807 0.08106893 -2.180842e-01
[49,] -0.0806 0.08104713 -2.179238e-01
[50,] -0.0707 0.07896851 -2.019816e-01
[51,] -0.0693 0.07868732 -1.997179e-01
[52,] -0.0680 0.07842905 -1.976138e-01
[53,] -0.0671 0.07825185 -1.961560e-01
[54,] -0.0648 0.07780498 -1.924261e-01
[55,] -0.0644 0.07772814 -1.917768e-01
[56,] -0.0637 0.07759430 -1.906398e-01
[57,] -0.0636 0.07757524 -1.904773e-01
[58,] -0.0606 0.07701113 -1.855926e-01
[59,] -0.0541 0.07583933 -1.749469e-01
[60,] -0.0537 0.07576949 -1.742890e-01
[61,] -0.0520 0.07547557 -1.714893e-01
[62,] -0.0518 0.07544131 -1.711595e-01
[63,] -0.0516 0.07540711 -1.708297e-01
[64,] -0.0514 0.07537298 -1.704998e-01
[65,] -0.0507 0.07525403 -1.693444e-01
[66,] -0.0468 0.07460617 -1.628892e-01
[67,] -0.0467 0.07458988 -1.627233e-01
[68,] -0.0465 0.07455737 -1.623914e-01
[69,] -0.0407 0.07364347 -1.527371e-01
[70,] -0.0378 0.07320756 -1.478897e-01
[71,] -0.0374 0.07314854 -1.472200e-01
[72,] -0.0365 0.07301672 -1.457123e-01
[73,] -0.0361 0.07295857 -1.450418e-01
[74,] -0.0358 0.07291513 -1.445388e-01
[75,] -0.0345 0.07272865 -1.423573e-01
[76,] -0.0339 0.07264354 -1.413495e-01
[77,] -0.0321 0.07239183 -1.383227e-01
[78,] -0.0306 0.07218624 -1.357964e-01
[79,] -0.0302 0.07213206 -1.351222e-01
[80,] -0.0293 0.07201113 -1.336041e-01
[81,] -0.0290 0.07197113 -1.330978e-01
[82,] -0.0262 0.07160508 -1.283652e-01
[83,] -0.0261 0.07159225 -1.281960e-01
[84,] -0.0254 0.07150292 -1.270108e-01
[85,] -0.0244 0.07137676 -1.253163e-01
[86,] -0.0243 0.07136424 -1.251467e-01
[87,] -0.0240 0.07132677 -1.246380e-01
[88,] -0.0206 0.07091281 -1.188625e-01
[89,] -0.0195 0.07078310 -1.169898e-01
[90,] -0.0193 0.07075973 -1.166491e-01
[91,] -0.0191 0.07073644 -1.163083e-01
[92,] -0.0190 0.07072481 -1.161378e-01
[93,] -0.0186 0.07067849 -1.154559e-01
[94,] -0.0153 0.07030679 -1.098183e-01
[95,] -0.0148 0.07025209 -1.089623e-01
[96,] -0.0142 0.07018702 -1.079345e-01
[97,] -0.0117 0.06992255 -1.036444e-01
[98,] -0.0109 0.06984018 -1.022690e-01
[99,] -0.0096 0.06970868 -1.000314e-01
[100,] -0.0088 0.06962921 -9.865287e-02
[101,] -0.0078 0.06953142 -9.692791e-02
[102,] -0.0075 0.06950242 -9.641005e-02
[103,] -0.0073 0.06948317 -9.606472e-02
[104,] -0.0064 0.06939741 -9.450976e-02
[105,] -0.0060 0.06935975 -9.381816e-02
[106,] -0.0052 0.06928525 -9.243406e-02
[107,] -0.0048 0.06924841 -9.174155e-02
[108,] -0.0039 0.06916655 -9.018227e-02
[109,] -0.0024 0.06903322 -8.758002e-02
[110,] -0.0014 0.06894651 -8.584280e-02
[111,] -0.0006 0.06887839 -8.445163e-02
[112,] -0.0001 0.06883639 -8.358153e-02
[113,] 0.0021 0.06865672 -7.974739e-02
[114,] 0.0044 0.06847792 -7.572905e-02
[115,] 0.0056 0.06838831 -7.362850e-02
[116,] 0.0064 0.06832997 -7.222659e-02
[117,] 0.0072 0.06827275 -7.082346e-02
[118,] 0.0080 0.06821665 -6.941910e-02
[119,] 0.0084 0.06818902 -6.871646e-02
[120,] 0.0085 0.06818216 -6.854075e-02
[121,] 0.0099 0.06808792 -6.607883e-02
[122,] 0.0107 0.06803562 -6.467033e-02
[123,] 0.0137 0.06784955 -5.937752e-02
[124,] 0.0159 0.06772320 -5.548515e-02
[125,] 0.0160 0.06771766 -5.530800e-02
[126,] 0.0164 0.06769568 -5.459923e-02
[127,] 0.0170 0.06766324 -5.353549e-02
[128,] 0.0183 0.06759514 -5.122835e-02
[129,] 0.0189 0.06756472 -5.016242e-02
[130,] 0.0190 0.06755972 -4.998470e-02
[131,] 0.0196 0.06753004 -4.891796e-02
[132,] 0.0197 0.06752516 -4.874011e-02
[133,] 0.0207 0.06747731 -4.696049e-02
[134,] 0.0211 0.06745867 -4.624811e-02
[135,] 0.0215 0.06744031 -4.553542e-02
[136,] 0.0224 0.06740005 -4.393075e-02
[137,] 0.0225 0.06739567 -4.375236e-02
[138,] 0.0230 0.06737402 -4.286010e-02
[139,] 0.0233 0.06736124 -4.232452e-02
[140,] 0.0240 0.06733205 -4.107417e-02
[141,] 0.0248 0.06729976 -3.964415e-02
[142,] 0.0250 0.06729187 -3.928648e-02
[143,] 0.0267 0.06722767 -3.624351e-02
[144,] 0.0286 0.06716204 -3.283675e-02
[145,] 0.0293 0.06713949 -3.158008e-02
[146,] 0.0308 0.06709414 -2.888442e-02
[147,] 0.0312 0.06708273 -2.816493e-02
[148,] 0.0316 0.06707161 -2.744517e-02
[149,] 0.0326 0.06704507 -2.564459e-02
[150,] 0.0332 0.06703000 -2.456342e-02
[151,] 0.0339 0.06701325 -2.330129e-02
[152,] 0.0350 0.06698871 -2.131626e-02
[153,] 0.0382 0.06692975 -1.552995e-02
[154,] 0.0396 0.06690979 -1.299297e-02
[155,] 0.0398 0.06690723 -1.263028e-02
[156,] 0.0413 0.06689032 -9.907730e-03
[157,] 0.0415 0.06688838 -9.544407e-03
[158,] 0.0421 0.06688298 -8.453992e-03
[159,] 0.0441 0.06686971 -4.814427e-03
[160,] 0.0443 0.06686878 -4.450061e-03
[161,] 0.0455 0.06686475 -2.262297e-03
[162,] 0.0467 0.06686335 -7.184954e-05
[163,] 0.0468 0.06686335 1.108089e-04
[164,] 0.0470 0.06686341 4.761817e-04
[165,] 0.0476 0.06686403 1.572747e-03
[166,] 0.0491 0.06686844 4.317096e-03
[167,] 0.0507 0.06687770 7.249024e-03
[168,] 0.0512 0.06688155 8.166230e-03
[169,] 0.0525 0.06689372 1.055315e-02
[170,] 0.0531 0.06690038 1.165586e-02
[171,] 0.0544 0.06691709 1.404738e-02
[172,] 0.0546 0.06691993 1.441558e-02
[173,] 0.0564 0.06694887 1.773279e-02
[174,] 0.0579 0.06697754 2.050174e-02
[175,] 0.0623 0.06708566 2.864818e-02
[176,] 0.0628 0.06710021 2.957619e-02
[177,] 0.0631 0.06710917 3.013322e-02
[178,] 0.0648 0.06716308 3.329291e-02
[179,] 0.0669 0.06723710 3.720349e-02
[180,] 0.0672 0.06724835 3.776281e-02
[181,] 0.0680 0.06727915 3.925516e-02
[182,] 0.0693 0.06733176 4.168278e-02
[183,] 0.0694 0.06733594 4.186965e-02
[184,] 0.0702 0.06737003 4.336528e-02
[185,] 0.0747 0.06758414 5.180044e-02
[186,] 0.0750 0.06759977 5.236413e-02
[187,] 0.0770 0.06770826 5.612654e-02
[188,] 0.0783 0.06778281 5.857647e-02
[189,] 0.0790 0.06782428 5.989710e-02
[190,] 0.0807 0.06792883 6.310850e-02
[191,] 0.0814 0.06797347 6.443255e-02
[192,] 0.0827 0.06805883 6.689416e-02
[193,] 0.0829 0.06807225 6.727317e-02
[194,] 0.0835 0.06811296 6.841071e-02
[195,] 0.0850 0.06821771 7.125776e-02
[196,] 0.0871 0.06837154 7.525184e-02
[197,] 0.0879 0.06843235 7.677622e-02
[198,] 0.0880 0.06844004 7.696688e-02
[199,] 0.0913 0.06870443 8.327237e-02
[200,] 0.0935 0.06889226 8.749088e-02
[201,] 0.0962 0.06913550 9.268523e-02
[202,] 0.1000 0.06950164 1.000302e-01
[203,] 0.1011 0.06961285 1.021639e-01
[204,] 0.1013 0.06963332 1.025522e-01
[205,] 0.1025 0.06975778 1.048844e-01
[206,] 0.1058 0.07011451 1.113186e-01
[207,] 0.1065 0.07019291 1.126873e-01
[208,] 0.1086 0.07043387 1.168017e-01
[209,] 0.1109 0.07070771 1.213221e-01
[210,] 0.1110 0.07071985 1.215190e-01
[211,] 0.1121 0.07085472 1.236864e-01
[212,] 0.1123 0.07087949 1.240809e-01
[213,] 0.1130 0.07096683 1.254623e-01
[214,] 0.1131 0.07097939 1.256597e-01
[215,] 0.1146 0.07117010 1.286250e-01
[216,] 0.1150 0.07122171 1.294168e-01
[217,] 0.1242 0.07249650 1.477511e-01
[218,] 0.1246 0.07255576 1.485536e-01
[219,] 0.1288 0.07319742 1.570068e-01
[220,] 0.1304 0.07345122 1.602400e-01
[221,] 0.1330 0.07387469 1.655083e-01
[222,] 0.1331 0.07389125 1.657112e-01
[223,] 0.1351 0.07422673 1.697739e-01
[224,] 0.1361 0.07439752 1.718083e-01
[225,] 0.1377 0.07467502 1.750673e-01
[226,] 0.1407 0.07520940 1.811887e-01
[227,] 0.1441 0.07583726 1.881423e-01
[228,] 0.1443 0.07587493 1.885520e-01
[229,] 0.1454 0.07608358 1.908066e-01
[230,] 0.1508 0.07714389 2.019130e-01
[231,] 0.1644 0.08008123 2.300971e-01
[232,] 0.1793 0.08374176 2.613000e-01
[233,] 0.1814 0.08429513 2.657171e-01
[234,] 0.1838 0.08493891 2.707692e-01
[235,] 0.1927 0.08743230 2.895602e-01
[236,] 0.1978 0.08893663 3.003776e-01
[237,] 0.2012 0.08997020 3.076094e-01
[238,] 0.2026 0.09040294 3.105919e-01
[239,] 0.2056 0.09134431 3.169922e-01
[240,] 0.2087 0.09233726 3.236189e-01
[241,] 0.2099 0.09272714 3.261874e-01
[242,] 0.2385 0.10293273 3.874407e-01
[243,] 0.2400 0.10351629 3.906430e-01
[244,] 0.2620 0.11262540 4.373588e-01
, , n=150
newdata fun 1der
[1,] -0.3064 1.121594e-01 -0.6335347290
[2,] -0.2579 8.323072e-02 -0.5588462883
[3,] -0.2523 8.012596e-02 -0.5499875945
[4,] -0.2394 7.316376e-02 -0.5293754167
[5,] -0.2304 6.846478e-02 -0.5148187122
[6,] -0.2187 6.255318e-02 -0.4956682089
[7,] -0.2181 6.225607e-02 -0.4946792212
[8,] -0.2102 5.839971e-02 -0.4815951114
[9,] -0.2015 5.427296e-02 -0.4670630992
[10,] -0.1881 4.816559e-02 -0.4444367040
[11,] -0.1846 4.662047e-02 -0.4384876065
[12,] -0.1842 4.644521e-02 -0.4378069475
[13,] -0.1831 4.596465e-02 -0.4359343292
[14,] -0.1807 4.492332e-02 -0.4318445126
[15,] -0.1782 4.384904e-02 -0.4275783022
[16,] -0.1754 4.265852e-02 -0.4227928964
[17,] -0.1697 4.027641e-02 -0.4130275071
[18,] -0.1683 3.969986e-02 -0.4106241111
[19,] -0.1663 3.888205e-02 -0.4071870732
[20,] -0.1512 3.293018e-02 -0.3810988445
[21,] -0.1505 3.266383e-02 -0.3798835201
[22,] -0.1419 2.946117e-02 -0.3649094627
[23,] -0.1353 2.709084e-02 -0.3533638983
[24,] -0.1337 2.652770e-02 -0.3505579316
[25,] -0.1285 2.472855e-02 -0.3414190569
[26,] -0.1247 2.344390e-02 -0.3347068502
[27,] -0.1209 2.218482e-02 -0.3279569743
[28,] -0.1167 2.082314e-02 -0.3204554652
[29,] -0.1154 2.040807e-02 -0.3181257098
[30,] -0.1141 1.999602e-02 -0.3157924174
[31,] -0.1138 1.990136e-02 -0.3152534630
[32,] -0.1124 1.946177e-02 -0.3127358519
[33,] -0.1123 1.943050e-02 -0.3125558656
[34,] -0.1121 1.936803e-02 -0.3121958302
[35,] -0.1053 1.728683e-02 -0.2999048132
[36,] -0.1039 1.686874e-02 -0.2973622964
[37,] -0.0988 1.537588e-02 -0.2880655805
[38,] -0.0984 1.526080e-02 -0.2873341241
[39,] -0.0977 1.506011e-02 -0.2860532696
[40,] -0.0955 1.443523e-02 -0.2820210505
[41,] -0.0948 1.423827e-02 -0.2807359474
[42,] -0.0923 1.354217e-02 -0.2761379217
[43,] -0.0909 1.315738e-02 -0.2735573136
[44,] -0.0902 1.296635e-02 -0.2722654713
[45,] -0.0888 1.258698e-02 -0.2696787101
[46,] -0.0871 1.213120e-02 -0.2665321163
[47,] -0.0866 1.199817e-02 -0.2656054167
[48,] -0.0807 1.046344e-02 -0.2546301697
[49,] -0.0806 1.043799e-02 -0.2544435431
[50,] -0.0707 8.010690e-03 -0.2358969786
[51,] -0.0693 7.682277e-03 -0.2332633700
[52,] -0.0680 7.380626e-03 -0.2308154676
[53,] -0.0671 7.173655e-03 -0.2291194072
[54,] -0.0648 6.651669e-03 -0.2247797629
[55,] -0.0644 6.561909e-03 -0.2240241439
[56,] -0.0637 6.405555e-03 -0.2227011332
[57,] -0.0636 6.383294e-03 -0.2225120613
[58,] -0.0606 5.724274e-03 -0.2168317225
[59,] -0.0541 4.355004e-03 -0.2044699984
[60,] -0.0537 4.273368e-03 -0.2037068489
[61,] -0.0520 3.929825e-03 -0.2004603228
[62,] -0.0518 3.889771e-03 -0.2000780442
[63,] -0.0516 3.849794e-03 -0.1996956953
[64,] -0.0514 3.809893e-03 -0.1993132760
[65,] -0.0507 3.670843e-03 -0.1979742542
[66,] -0.0468 2.913313e-03 -0.1904982074
[67,] -0.0467 2.894272e-03 -0.1903061620
[68,] -0.0465 2.856249e-03 -0.1899220185
[69,] -0.0407 1.787068e-03 -0.1787512401
[70,] -0.0378 1.276817e-03 -0.1731436553
[71,] -0.0374 1.207715e-03 -0.1723690340
[72,] -0.0365 1.053367e-03 -0.1706251070
[73,] -0.0361 9.852723e-04 -0.1698495709
[74,] -0.0358 9.344047e-04 -0.1692677340
[75,] -0.0345 7.159964e-04 -0.1667446112
[76,] -0.0339 6.162992e-04 -0.1655790901
[77,] -0.0321 3.214063e-04 -0.1620787263
[78,] -0.0306 8.047873e-05 -0.1591574018
[79,] -0.0302 1.697170e-05 -0.1583777133
[80,] -0.0293 -1.247785e-04 -0.1566223850
[81,] -0.0290 -1.716774e-04 -0.1560369589
[82,] -0.0262 -6.009238e-04 -0.1505653455
[83,] -0.0261 -6.159706e-04 -0.1503696756
[84,] -0.0254 -7.207498e-04 -0.1489994937
[85,] -0.0244 -8.687700e-04 -0.1470405955
[86,] -0.0243 -8.834643e-04 -0.1468446089
[87,] -0.0240 -9.274294e-04 -0.1462565436
[88,] -0.0206 -1.413359e-03 -0.1395807361
[89,] -0.0195 -1.565707e-03 -0.1374165614
[90,] -0.0193 -1.593151e-03 -0.1370228464
[91,] -0.0191 -1.620516e-03 -0.1366290610
[92,] -0.0190 -1.634169e-03 -0.1364321419
[93,] -0.0186 -1.688585e-03 -0.1356442895
[94,] -0.0153 -2.125476e-03 -0.1291369033
[95,] -0.0148 -2.189798e-03 -0.1281503021
[96,] -0.0142 -2.266333e-03 -0.1269661920
[97,] -0.0117 -2.577579e-03 -0.1220301833
[98,] -0.0109 -2.674571e-03 -0.1204499056
[99,] -0.0096 -2.829487e-03 -0.1178811736
[100,] -0.0088 -2.923159e-03 -0.1162999350
[101,] -0.0078 -3.038471e-03 -0.1143228719
[102,] -0.0075 -3.072678e-03 -0.1137296415
[103,] -0.0073 -3.095385e-03 -0.1133341259
[104,] -0.0064 -3.196584e-03 -0.1115540228
[105,] -0.0060 -3.241048e-03 -0.1107627172
[106,] -0.0052 -3.329025e-03 -0.1091798313
[107,] -0.0048 -3.372538e-03 -0.1083882511
[108,] -0.0039 -3.469286e-03 -0.1066068611
[109,] -0.0024 -3.626969e-03 -0.1036368483
[110,] -0.0014 -3.729616e-03 -0.1016561247
[111,] -0.0006 -3.810307e-03 -0.1000711341
[112,] -0.0001 -3.860095e-03 -0.0990803291
[113,] 0.0021 -4.073274e-03 -0.0947185308
[114,] 0.0044 -4.285877e-03 -0.0901520921
[115,] 0.0056 -4.392628e-03 -0.0877668713
[116,] 0.0064 -4.462205e-03 -0.0861756837
[117,] 0.0072 -4.530509e-03 -0.0845836638
[118,] 0.0080 -4.597539e-03 -0.0829908116
[119,] 0.0084 -4.630576e-03 -0.0821940732
[120,] 0.0085 -4.638785e-03 -0.0819948550
[121,] 0.0099 -4.751625e-03 -0.0792043206
[122,] 0.0107 -4.814350e-03 -0.0776084893
[123,] 0.0137 -5.038192e-03 -0.0716181137
[124,] 0.0159 -5.190916e-03 -0.0672215620
[125,] 0.0160 -5.197628e-03 -0.0670216430
[126,] 0.0164 -5.224277e-03 -0.0662219009
[127,] 0.0170 -5.263650e-03 -0.0650220902
[128,] 0.0183 -5.346489e-03 -0.0624216864
[129,] 0.0189 -5.383582e-03 -0.0612211245
[130,] 0.0190 -5.389694e-03 -0.0610210078
[131,] 0.0196 -5.425946e-03 -0.0598201690
[132,] 0.0197 -5.431918e-03 -0.0596200062
[133,] 0.0207 -5.490537e-03 -0.0576180153
[134,] 0.0211 -5.513424e-03 -0.0568170344
[135,] 0.0215 -5.535991e-03 -0.0560159481
[136,] 0.0224 -5.585594e-03 -0.0542131296
[137,] 0.0225 -5.591005e-03 -0.0540127859
[138,] 0.0230 -5.617761e-03 -0.0530109757
[139,] 0.0233 -5.633574e-03 -0.0524098164
[140,] 0.0240 -5.669770e-03 -0.0510068983
[141,] 0.0248 -5.709934e-03 -0.0494031979
[142,] 0.0250 -5.719775e-03 -0.0490022119
[143,] 0.0267 -5.800181e-03 -0.0455928468
[144,] 0.0286 -5.883186e-03 -0.0417802967
[145,] 0.0293 -5.911940e-03 -0.0403751187
[146,] 0.0308 -5.970244e-03 -0.0373630147
[147,] 0.0312 -5.985028e-03 -0.0365595453
[148,] 0.0316 -5.999491e-03 -0.0357559702
[149,] 0.0326 -6.034243e-03 -0.0337465703
[150,] 0.0332 -6.054129e-03 -0.0325406134
[151,] 0.0339 -6.076415e-03 -0.0311333632
[152,] 0.0350 -6.109445e-03 -0.0289213164
[153,] 0.0382 -6.191692e-03 -0.0224817283
[154,] 0.0396 -6.221193e-03 -0.0196622824
[155,] 0.0398 -6.225085e-03 -0.0192593987
[156,] 0.0413 -6.251707e-03 -0.0162369295
[157,] 0.0415 -6.254914e-03 -0.0158338214
[158,] 0.0421 -6.264052e-03 -0.0146243385
[159,] 0.0441 -6.289268e-03 -0.0105910121
[160,] 0.0443 -6.291345e-03 -0.0101875342
[161,] 0.0455 -6.302118e-03 -0.0077661121
[162,] 0.0467 -6.309984e-03 -0.0053437391
[163,] 0.0468 -6.310508e-03 -0.0051418318
[164,] 0.0470 -6.311496e-03 -0.0047379973
[165,] 0.0476 -6.313975e-03 -0.0035263354
[166,] 0.0491 -6.316992e-03 -0.0004963253
[167,] 0.0507 -6.315200e-03 0.0027367893
[168,] 0.0512 -6.313579e-03 0.0037473703
[169,] 0.0525 -6.306999e-03 0.0063753995
[170,] 0.0531 -6.302810e-03 0.0075885888
[171,] 0.0544 -6.291236e-03 0.0102177129
[172,] 0.0546 -6.289152e-03 0.0106222600
[173,] 0.0564 -6.266755e-03 0.0142639820
[174,] 0.0579 -6.243082e-03 0.0172998475
[175,] 0.0623 -6.147362e-03 0.0262108063
[176,] 0.0628 -6.134003e-03 0.0272239583
[177,] 0.0631 -6.125745e-03 0.0278319026
[178,] 0.0648 -6.075502e-03 0.0312776743
[179,] 0.0669 -6.005348e-03 0.0355359843
[180,] 0.0672 -5.994596e-03 0.0361444739
[181,] 0.0680 -5.965031e-03 0.0377673078
[182,] 0.0693 -5.914219e-03 0.0404050180
[183,] 0.0694 -5.910168e-03 0.0406079499
[184,] 0.0702 -5.877033e-03 0.0422315639
[185,] 0.0747 -5.666433e-03 0.0513696791
[186,] 0.0750 -5.650931e-03 0.0519792059
[187,] 0.0770 -5.542908e-03 0.0560437376
[188,] 0.0783 -5.468334e-03 0.0586866340
[189,] 0.0790 -5.426755e-03 0.0601100424
[190,] 0.0807 -5.321629e-03 0.0635677955
[191,] 0.0814 -5.276633e-03 0.0649919485
[192,] 0.0827 -5.190424e-03 0.0676373804
[193,] 0.0829 -5.176856e-03 0.0680444364
[194,] 0.0835 -5.135663e-03 0.0692657108
[195,] 0.0850 -5.029474e-03 0.0723195950
[196,] 0.0871 -4.873112e-03 0.0765967085
[197,] 0.0879 -4.811183e-03 0.0782265992
[198,] 0.0880 -4.803350e-03 0.0784303555
[199,] 0.0913 -4.533432e-03 0.0851567997
[200,] 0.0935 -4.341152e-03 0.0896437776
[201,] 0.0962 -4.091677e-03 0.0951534554
[202,] 0.1000 -3.715351e-03 0.1029148353
[203,] 0.1011 -3.600907e-03 0.1051651768
[204,] 0.1013 -3.579833e-03 0.1055745465
[205,] 0.1025 -3.451669e-03 0.1080321650
[206,] 0.1058 -3.084002e-03 0.1147977553
[207,] 0.1065 -3.003141e-03 0.1162337700
[208,] 0.1086 -2.754525e-03 0.1205436790
[209,] 0.1109 -2.471843e-03 0.1252672652
[210,] 0.1110 -2.459306e-03 0.1254727146
[211,] 0.1121 -2.320043e-03 0.1277330769
[212,] 0.1123 -2.294455e-03 0.1281441230
[213,] 0.1130 -2.204251e-03 0.1295828379
[214,] 0.1131 -2.191282e-03 0.1297883754
[215,] 0.1146 -1.994287e-03 0.1328716418
[216,] 0.1150 -1.940974e-03 0.1336939108
[217,] 0.1242 -6.239707e-04 0.1526136011
[218,] 0.1246 -5.627607e-04 0.1534365226
[219,] 0.1288 9.982051e-05 0.1620788400
[220,] 0.1304 3.617811e-04 0.1653719399
[221,] 0.1330 7.987058e-04 0.1707241551
[222,] 0.1331 8.157885e-04 0.1709300324
[223,] 0.1351 1.161766e-03 0.1750479367
[224,] 0.1361 1.337844e-03 0.1771071437
[225,] 0.1377 1.623851e-03 0.1804022284
[226,] 0.1407 2.174327e-03 0.1865816848
[227,] 0.1441 2.820613e-03 0.1935869176
[228,] 0.1443 2.859371e-03 0.1939990513
[229,] 0.1454 3.074017e-03 0.1962659081
[230,] 0.1508 4.163905e-03 0.2073970967
[231,] 0.1644 7.175307e-03 0.2354706249
[232,] 0.1793 1.091365e-02 0.2663352433
[233,] 0.1814 1.147752e-02 0.2706898470
[234,] 0.1838 1.213315e-02 0.2756670243
[235,] 0.1927 1.466874e-02 0.2941285978
[236,] 0.1978 1.619578e-02 0.3047110373
[237,] 0.2012 1.724379e-02 0.3117673974
[238,] 0.2026 1.768230e-02 0.3146732830
[239,] 0.2056 1.863566e-02 0.3209008204
[240,] 0.2087 1.964043e-02 0.3273367837
[241,] 0.2099 2.003472e-02 0.3298281386
[242,] 0.2385 3.031765e-02 0.3892816589
[243,] 0.2400 3.090391e-02 0.3924027482
[244,] 0.2620 4.004018e-02 0.4381533527
, , n=220
newdata fun 1der
[1,] -0.3064 0.16039886 -4.891240e-01
[2,] -0.2579 0.13846544 -4.150316e-01
[3,] -0.2523 0.13616546 -4.063930e-01
[4,] -0.2394 0.13105090 -3.865818e-01
[5,] -0.2304 0.12763375 -3.727809e-01
[6,] -0.2187 0.12337732 -3.548101e-01
[7,] -0.2181 0.12316471 -3.538876e-01
[8,] -0.2102 0.12041703 -3.417220e-01
[9,] -0.2015 0.11750247 -3.282857e-01
[10,] -0.1881 0.11324248 -3.075195e-01
[11,] -0.1846 0.11217567 -3.020814e-01
[12,] -0.1842 0.11205497 -3.014595e-01
[13,] -0.1831 0.11172430 -2.997490e-01
[14,] -0.1807 0.11100938 -2.960149e-01
[15,] -0.1782 0.11027421 -2.921224e-01
[16,] -0.1754 0.10946238 -2.877592e-01
[17,] -0.1697 0.10784749 -2.788660e-01
[18,] -0.1683 0.10745861 -2.766797e-01
[19,] -0.1663 0.10690837 -2.735551e-01
[20,] -0.1512 0.10295606 -2.499152e-01
[21,] -0.1505 0.10278151 -2.488176e-01
[22,] -0.1419 0.10069963 -2.353440e-01
[23,] -0.1353 0.09918039 -2.250388e-01
[24,] -0.1337 0.09882233 -2.225475e-01
[25,] -0.1285 0.09768610 -2.144650e-01
[26,] -0.1247 0.09688234 -2.085699e-01
[27,] -0.1209 0.09610096 -2.026834e-01
[28,] -0.1167 0.09526334 -1.961836e-01
[29,] -0.1154 0.09500961 -1.941731e-01
[30,] -0.1141 0.09475849 -1.921632e-01
[31,] -0.1138 0.09470091 -1.916995e-01
[32,] -0.1124 0.09443405 -1.895359e-01
[33,] -0.1123 0.09441510 -1.893814e-01
[34,] -0.1121 0.09437725 -1.890724e-01
[35,] -0.1053 0.09312726 -1.785752e-01
[36,] -0.1039 0.09287877 -1.764163e-01
[37,] -0.0988 0.09199909 -1.685573e-01
[38,] -0.0984 0.09193179 -1.679413e-01
[39,] -0.0977 0.09181461 -1.668633e-01
[40,] -0.0955 0.09145124 -1.634767e-01
[41,] -0.0948 0.09133718 -1.623998e-01
[42,] -0.0923 0.09093598 -1.585566e-01
[43,] -0.0909 0.09071551 -1.564063e-01
[44,] -0.0902 0.09060640 -1.553318e-01
[45,] -0.0888 0.09039044 -1.531842e-01
[46,] -0.0871 0.09013224 -1.505790e-01
[47,] -0.0866 0.09005714 -1.498134e-01
[48,] -0.0807 0.08919986 -1.407985e-01
[49,] -0.0806 0.08918579 -1.406459e-01
[50,] -0.0707 0.08786804 -1.255855e-01
[51,] -0.0693 0.08769370 -1.234652e-01
[52,] -0.0680 0.08753448 -1.214973e-01
[53,] -0.0671 0.08742574 -1.201351e-01
[54,] -0.0648 0.08715343 -1.166532e-01
[55,] -0.0644 0.08710689 -1.160475e-01
[56,] -0.0637 0.08702603 -1.149874e-01
[57,] -0.0636 0.08701454 -1.148359e-01
[58,] -0.0606 0.08667685 -1.102860e-01
[59,] -0.0541 0.08599219 -1.003635e-01
[60,] -0.0537 0.08595217 -9.974990e-02
[61,] -0.0520 0.08578481 -9.713724e-02
[62,] -0.0518 0.08576542 -9.682934e-02
[63,] -0.0516 0.08574608 -9.652134e-02
[64,] -0.0514 0.08572681 -9.621322e-02
[65,] -0.0507 0.08565984 -9.513393e-02
[66,] -0.0468 0.08530058 -8.909633e-02
[67,] -0.0467 0.08529167 -8.894102e-02
[68,] -0.0465 0.08527392 -8.863031e-02
[69,] -0.0407 0.08478607 -7.957693e-02
[70,] -0.0378 0.08456191 -7.501796e-02
[71,] -0.0374 0.08453203 -7.438745e-02
[72,] -0.0365 0.08446572 -7.296728e-02
[73,] -0.0361 0.08443666 -7.233543e-02
[74,] -0.0358 0.08441503 -7.186128e-02
[75,] -0.0345 0.08432294 -6.980393e-02
[76,] -0.0339 0.08428135 -6.885293e-02
[77,] -0.0321 0.08415998 -6.599596e-02
[78,] -0.0306 0.08406278 -6.361084e-02
[79,] -0.0302 0.08403746 -6.297415e-02
[80,] -0.0293 0.08398143 -6.154058e-02
[81,] -0.0290 0.08396304 -6.106241e-02
[82,] -0.0262 0.08379832 -5.659195e-02
[83,] -0.0261 0.08379267 -5.643204e-02
[84,] -0.0254 0.08375356 -5.531217e-02
[85,] -0.0244 0.08369904 -5.371089e-02
[86,] -0.0243 0.08369368 -5.355066e-02
[87,] -0.0240 0.08367769 -5.306988e-02
[88,] -0.0206 0.08350653 -4.761015e-02
[89,] -0.0195 0.08345513 -4.583946e-02
[90,] -0.0193 0.08344599 -4.551729e-02
[91,] -0.0191 0.08343692 -4.519505e-02
[92,] -0.0190 0.08343241 -4.503391e-02
[93,] -0.0186 0.08341453 -4.438915e-02
[94,] -0.0153 0.08327683 -3.905932e-02
[95,] -0.0148 0.08325750 -3.825015e-02
[96,] -0.0142 0.08323484 -3.727860e-02
[97,] -0.0117 0.08314671 -3.322403e-02
[98,] -0.0109 0.08312065 -3.192438e-02
[99,] -0.0096 0.08308053 -2.981017e-02
[100,] -0.0088 0.08305720 -2.850773e-02
[101,] -0.0078 0.08302951 -2.687819e-02
[102,] -0.0075 0.08302152 -2.638900e-02
[103,] -0.0073 0.08301627 -2.606279e-02
[104,] -0.0064 0.08299348 -2.459403e-02
[105,] -0.0060 0.08298377 -2.394082e-02
[106,] -0.0052 0.08296514 -2.263360e-02
[107,] -0.0048 0.08295622 -2.197959e-02
[108,] -0.0039 0.08293710 -2.050710e-02
[109,] -0.0024 0.08290818 -1.804996e-02
[110,] -0.0014 0.08289095 -1.640979e-02
[111,] -0.0006 0.08287835 -1.509646e-02
[112,] -0.0001 0.08287100 -1.427509e-02
[113,] 0.0021 0.08284358 -1.065613e-02
[114,] 0.0044 0.08282343 -6.864081e-03
[115,] 0.0056 0.08281638 -4.882136e-03
[116,] 0.0064 0.08281300 -3.559555e-03
[117,] 0.0072 0.08281068 -2.236378e-03
[118,] 0.0080 0.08280942 -9.127074e-04
[119,] 0.0084 0.08280919 -2.506872e-04
[120,] 0.0085 0.08280918 -8.516287e-05
[121,] 0.0099 0.08281068 2.232987e-03
[122,] 0.0107 0.08281300 3.558322e-03
[123,] 0.0137 0.08283113 8.532721e-03
[124,] 0.0159 0.08285392 1.218502e-02
[125,] 0.0160 0.08285515 1.235112e-02
[126,] 0.0164 0.08286022 1.301561e-02
[127,] 0.0170 0.08286833 1.401257e-02
[128,] 0.0183 0.08288795 1.617360e-02
[129,] 0.0189 0.08289795 1.717144e-02
[130,] 0.0190 0.08289968 1.733778e-02
[131,] 0.0196 0.08291038 1.833594e-02
[132,] 0.0197 0.08291222 1.850233e-02
[133,] 0.0207 0.08293156 2.016662e-02
[134,] 0.0211 0.08293976 2.083256e-02
[135,] 0.0215 0.08294822 2.149862e-02
[136,] 0.0224 0.08296825 2.299770e-02
[137,] 0.0225 0.08297055 2.316430e-02
[138,] 0.0230 0.08298234 2.399743e-02
[139,] 0.0233 0.08298962 2.449740e-02
[140,] 0.0240 0.08300717 2.566427e-02
[141,] 0.0248 0.08302824 2.699829e-02
[142,] 0.0250 0.08303367 2.733182e-02
[143,] 0.0267 0.08308255 3.016680e-02
[144,] 0.0286 0.08314287 3.333515e-02
[145,] 0.0293 0.08316662 3.450240e-02
[146,] 0.0308 0.08322025 3.700334e-02
[147,] 0.0312 0.08323518 3.767016e-02
[148,] 0.0316 0.08325038 3.833693e-02
[149,] 0.0326 0.08328955 4.000369e-02
[150,] 0.0332 0.08331385 4.100362e-02
[151,] 0.0339 0.08334297 4.217009e-02
[152,] 0.0350 0.08339036 4.400285e-02
[153,] 0.0382 0.08353970 4.933845e-02
[154,] 0.0396 0.08361041 5.167742e-02
[155,] 0.0398 0.08362078 5.201180e-02
[156,] 0.0413 0.08370068 5.452154e-02
[157,] 0.0415 0.08371162 5.485643e-02
[158,] 0.0421 0.08374484 5.586145e-02
[159,] 0.0441 0.08385991 5.921539e-02
[160,] 0.0443 0.08387179 5.955112e-02
[161,] 0.0455 0.08394446 6.156671e-02
[162,] 0.0467 0.08401955 6.358445e-02
[163,] 0.0468 0.08402592 6.375270e-02
[164,] 0.0470 0.08403870 6.408923e-02
[165,] 0.0476 0.08407746 6.509918e-02
[166,] 0.0491 0.08417700 6.762640e-02
[167,] 0.0507 0.08428736 7.032581e-02
[168,] 0.0512 0.08432274 7.117016e-02
[169,] 0.0525 0.08441668 7.336722e-02
[170,] 0.0531 0.08446101 7.438210e-02
[171,] 0.0544 0.08455914 7.658285e-02
[172,] 0.0546 0.08457449 7.692165e-02
[173,] 0.0564 0.08471569 7.997355e-02
[174,] 0.0579 0.08483756 8.252050e-02
[175,] 0.0623 0.08521712 9.001082e-02
[176,] 0.0628 0.08526234 9.086356e-02
[177,] 0.0631 0.08528967 9.137531e-02
[178,] 0.0648 0.08544748 9.427671e-02
[179,] 0.0669 0.08564923 9.786383e-02
[180,] 0.0672 0.08567866 9.837644e-02
[181,] 0.0680 0.08575791 9.974358e-02
[182,] 0.0693 0.08588902 1.019657e-01
[183,] 0.0694 0.08589923 1.021367e-01
[184,] 0.0702 0.08598148 1.035045e-01
[185,] 0.0747 0.08646457 1.112034e-01
[186,] 0.0750 0.08649801 1.117169e-01
[187,] 0.0770 0.08672487 1.151415e-01
[188,] 0.0783 0.08687600 1.173683e-01
[189,] 0.0790 0.08695858 1.185677e-01
[190,] 0.0807 0.08716262 1.214812e-01
[191,] 0.0814 0.08724808 1.226812e-01
[192,] 0.0827 0.08740901 1.249103e-01
[193,] 0.0829 0.08743403 1.252532e-01
[194,] 0.0835 0.08750949 1.262820e-01
[195,] 0.0850 0.08770084 1.288538e-01
[196,] 0.0871 0.08797521 1.324538e-01
[197,] 0.0879 0.08808172 1.338250e-01
[198,] 0.0880 0.08809511 1.339964e-01
[199,] 0.0913 0.08854663 1.396519e-01
[200,] 0.0935 0.08885802 1.434214e-01
[201,] 0.0962 0.08925150 1.480466e-01
[202,] 0.1000 0.08982644 1.545545e-01
[203,] 0.1011 0.08999749 1.564380e-01
[204,] 0.1013 0.09002881 1.567804e-01
[205,] 0.1025 0.09021818 1.588349e-01
[206,] 0.1058 0.09075165 1.644838e-01
[207,] 0.1065 0.09086721 1.656818e-01
[208,] 0.1086 0.09121892 1.692755e-01
[209,] 0.1109 0.09161278 1.732108e-01
[210,] 0.1110 0.09163011 1.733818e-01
[211,] 0.1121 0.09182186 1.752635e-01
[212,] 0.1123 0.09185695 1.756056e-01
[213,] 0.1130 0.09198029 1.768029e-01
[214,] 0.1131 0.09199798 1.769739e-01
[215,] 0.1146 0.09226536 1.795387e-01
[216,] 0.1150 0.09233732 1.802224e-01
[217,] 0.1242 0.09406756 1.959056e-01
[218,] 0.1246 0.09414606 1.965862e-01
[219,] 0.1288 0.09498672 2.037291e-01
[220,] 0.1304 0.09531486 2.064483e-01
[221,] 0.1330 0.09585737 2.108651e-01
[222,] 0.1331 0.09587847 2.110349e-01
[223,] 0.1351 0.09630393 2.144305e-01
[224,] 0.1361 0.09651921 2.161278e-01
[225,] 0.1377 0.09686719 2.188438e-01
[226,] 0.1407 0.09753136 2.239378e-01
[227,] 0.1441 0.09830257 2.297136e-01
[228,] 0.1443 0.09834854 2.300535e-01
[229,] 0.1454 0.09860263 2.319227e-01
[230,] 0.1508 0.09987980 2.411032e-01
[231,] 0.1644 0.10331618 2.642545e-01
[232,] 0.1793 0.10744284 2.896664e-01
[233,] 0.1814 0.10805490 2.932512e-01
[234,] 0.1838 0.10876362 2.973489e-01
[235,] 0.1927 0.11147767 3.125524e-01
[236,] 0.1978 0.11309392 3.212728e-01
[237,] 0.2012 0.11419614 3.270910e-01
[238,] 0.2026 0.11465574 3.294884e-01
[239,] 0.2056 0.11565192 3.346311e-01
[240,] 0.2087 0.11669753 3.399530e-01
[241,] 0.2099 0.11710671 3.420152e-01
[242,] 0.2385 0.12759105 3.911402e-01
[243,] 0.2400 0.12817968 3.937111e-01
[244,] 0.2620 0.13725469 4.312467e-01
, , n=340
newdata fun 1der
[1,] -0.3064 9.154565e-02 -0.660248411
[2,] -0.2579 6.197381e-02 -0.558880882
[3,] -0.2523 5.887722e-02 -0.547037531
[4,] -0.2394 5.199709e-02 -0.519618701
[5,] -0.2304 4.740704e-02 -0.500374975
[6,] -0.2187 4.169984e-02 -0.475162871
[7,] -0.2181 4.141513e-02 -0.473860966
[8,] -0.2102 3.773957e-02 -0.456637573
[9,] -0.2015 3.384988e-02 -0.437519718
[10,] -0.1881 2.818543e-02 -0.407903495
[11,] -0.1846 2.677133e-02 -0.400147105
[12,] -0.1842 2.661145e-02 -0.399259761
[13,] -0.1831 2.617361e-02 -0.396818614
[14,] -0.1807 2.522764e-02 -0.391487649
[15,] -0.1782 2.425587e-02 -0.385927707
[16,] -0.1754 2.318400e-02 -0.379692326
[17,] -0.1697 2.105600e-02 -0.366965707
[18,] -0.1683 2.054444e-02 -0.363832457
[19,] -0.1663 1.982126e-02 -0.359351314
[20,] -0.1512 1.465157e-02 -0.325300928
[21,] -0.1505 1.442442e-02 -0.323709800
[22,] -0.1419 1.172486e-02 -0.304066591
[23,] -0.1353 9.768100e-03 -0.288873153
[24,] -0.1337 9.308862e-03 -0.285173861
[25,] -0.1285 7.857280e-03 -0.273119738
[26,] -0.1247 6.836204e-03 -0.264284654
[27,] -0.1209 5.848744e-03 -0.255427778
[28,] -0.1167 4.796550e-03 -0.245611317
[29,] -0.1154 4.479235e-03 -0.242565583
[30,] -0.1141 4.165881e-03 -0.239516269
[31,] -0.1138 4.094132e-03 -0.238812072
[32,] -0.1124 3.762097e-03 -0.235523120
[33,] -0.1123 3.738556e-03 -0.235288009
[34,] -0.1121 3.691545e-03 -0.234817712
[35,] -0.1053 2.149286e-03 -0.218769877
[36,] -0.1039 1.845330e-03 -0.215453154
[37,] -0.0988 7.774162e-04 -0.203321213
[38,] -0.0984 6.962788e-04 -0.202365752
[39,] -0.0977 5.552085e-04 -0.200692051
[40,] -0.0955 1.194843e-04 -0.195417142
[41,] -0.0948 -1.671876e-05 -0.193734155
[42,] -0.0923 -4.935240e-04 -0.187705330
[43,] -0.0909 -7.539406e-04 -0.184316797
[44,] -0.0902 -8.823683e-04 -0.182619194
[45,] -0.0888 -1.135655e-03 -0.179217316
[46,] -0.0871 -1.436805e-03 -0.175074504
[47,] -0.0866 -1.524037e-03 -0.173853630
[48,] -0.0807 -2.507141e-03 -0.159382615
[49,] -0.0806 -2.523067e-03 -0.159136368
[50,] -0.0707 -3.977348e-03 -0.134607669
[51,] -0.0693 -4.163356e-03 -0.131116425
[52,] -0.0680 -4.331698e-03 -0.127870657
[53,] -0.0671 -4.445769e-03 -0.125621448
[54,] -0.0648 -4.728082e-03 -0.119865852
[55,] -0.0644 -4.775828e-03 -0.118863838
[56,] -0.0637 -4.858419e-03 -0.117109593
[57,] -0.0636 -4.870117e-03 -0.116858911
[58,] -0.0606 -5.209404e-03 -0.109329731
[59,] -0.0541 -5.866882e-03 -0.092957300
[60,] -0.0537 -5.903863e-03 -0.091947339
[61,] -0.0520 -6.056523e-03 -0.087652821
[62,] -0.0518 -6.074003e-03 -0.087147350
[63,] -0.0516 -6.091382e-03 -0.086641831
[64,] -0.0514 -6.108660e-03 -0.086136263
[65,] -0.0507 -6.168336e-03 -0.084366389
[66,] -0.0468 -6.478121e-03 -0.074495004
[67,] -0.0467 -6.485558e-03 -0.074241686
[68,] -0.0465 -6.500356e-03 -0.073735043
[69,] -0.0407 -6.885407e-03 -0.059042379
[70,] -0.0378 -7.045983e-03 -0.051700198
[71,] -0.0374 -7.066461e-03 -0.050687735
[72,] -0.0365 -7.111055e-03 -0.048409914
[73,] -0.0361 -7.130216e-03 -0.047397648
[74,] -0.0358 -7.144322e-03 -0.046638489
[75,] -0.0345 -7.202814e-03 -0.043349193
[76,] -0.0339 -7.228368e-03 -0.041831274
[77,] -0.0321 -7.299566e-03 -0.037278336
[78,] -0.0306 -7.352639e-03 -0.033485163
[79,] -0.0302 -7.365830e-03 -0.032473795
[80,] -0.0293 -7.394033e-03 -0.030198439
[81,] -0.0290 -7.402979e-03 -0.029440056
[82,] -0.0262 -7.475500e-03 -0.022360390
[83,] -0.0261 -7.477723e-03 -0.022107483
[84,] -0.0254 -7.492579e-03 -0.020337016
[85,] -0.0244 -7.511651e-03 -0.017807414
[86,] -0.0243 -7.513419e-03 -0.017554430
[87,] -0.0240 -7.518572e-03 -0.016795454
[88,] -0.0206 -7.561050e-03 -0.008191043
[89,] -0.0195 -7.568529e-03 -0.005406208
[90,] -0.0193 -7.569559e-03 -0.004899820
[91,] -0.0191 -7.570489e-03 -0.004393414
[92,] -0.0190 -7.570915e-03 -0.004140204
[93,] -0.0186 -7.572369e-03 -0.003127324
[94,] -0.0153 -7.568898e-03 0.005231536
[95,] -0.0148 -7.565966e-03 0.006498435
[96,] -0.0142 -7.561611e-03 0.008018854
[97,] -0.0117 -7.533643e-03 0.014355584
[98,] -0.0109 -7.521347e-03 0.016383899
[99,] -0.0096 -7.497906e-03 0.019680494
[100,] -0.0088 -7.481350e-03 0.021709525
[101,] -0.0078 -7.458372e-03 0.024246198
[102,] -0.0075 -7.450984e-03 0.025007283
[103,] -0.0073 -7.445932e-03 0.025514694
[104,] -0.0064 -7.421941e-03 0.027798255
[105,] -0.0060 -7.410618e-03 0.028813281
[106,] -0.0052 -7.386756e-03 0.030843493
[107,] -0.0048 -7.374215e-03 0.031858660
[108,] -0.0039 -7.344515e-03 0.034142570
[109,] -0.0024 -7.290447e-03 0.037947948
[110,] -0.0014 -7.251231e-03 0.040483084
[111,] -0.0006 -7.218034e-03 0.042510053
[112,] -0.0001 -7.196462e-03 0.043776395
[113,] 0.0021 -7.094028e-03 0.049343898
[114,] 0.0044 -6.973849e-03 0.055158874
[115,] 0.0056 -6.905839e-03 0.058190682
[116,] 0.0064 -6.858479e-03 0.060211090
[117,] 0.0072 -6.809502e-03 0.062230861
[118,] 0.0080 -6.758909e-03 0.064249896
[119,] 0.0084 -6.733008e-03 0.065258969
[120,] 0.0085 -6.726469e-03 0.065511188
[121,] 0.0099 -6.632283e-03 0.069040173
[122,] 0.0107 -6.576245e-03 0.071054995
[123,] 0.0137 -6.351759e-03 0.078599296
[124,] 0.0159 -6.172766e-03 0.084119485
[125,] 0.0160 -6.164341e-03 0.084370084
[126,] 0.0164 -6.130393e-03 0.085372192
[127,] 0.0170 -6.078719e-03 0.086874492
[128,] 0.0183 -5.963668e-03 0.090125919
[129,] 0.0189 -5.909143e-03 0.091624938
[130,] 0.0190 -5.899968e-03 0.091874674
[131,] 0.0196 -5.844393e-03 0.093372484
[132,] 0.0197 -5.835044e-03 0.093622018
[133,] 0.0207 -5.740175e-03 0.096115778
[134,] 0.0211 -5.701529e-03 0.097112476
[135,] 0.0215 -5.662485e-03 0.098108716
[136,] 0.0224 -5.573179e-03 0.100348671
[137,] 0.0225 -5.563131e-03 0.100597420
[138,] 0.0230 -5.512522e-03 0.101840752
[139,] 0.0233 -5.481858e-03 0.102586432
[140,] 0.0240 -5.409438e-03 0.104325624
[141,] 0.0248 -5.325183e-03 0.106312056
[142,] 0.0250 -5.303871e-03 0.106808462
[143,] 0.0267 -5.118712e-03 0.111024643
[144,] 0.0286 -4.903294e-03 0.115729923
[145,] 0.0293 -4.821677e-03 0.117461606
[146,] 0.0308 -4.642704e-03 0.121169015
[147,] 0.0312 -4.594038e-03 0.122156888
[148,] 0.0316 -4.544978e-03 0.123144438
[149,] 0.0326 -4.420600e-03 0.125611895
[150,] 0.0332 -4.344789e-03 0.127091398
[151,] 0.0339 -4.255221e-03 0.128816564
[152,] 0.0350 -4.112033e-03 0.131525535
[153,] 0.0382 -3.678559e-03 0.139392254
[154,] 0.0396 -3.481004e-03 0.142827427
[155,] 0.0398 -3.452390e-03 0.143317842
[156,] 0.0413 -3.234656e-03 0.146993147
[157,] 0.0415 -3.205208e-03 0.147482750
[158,] 0.0421 -3.116278e-03 0.148950911
[159,] 0.0441 -2.813488e-03 0.153837773
[160,] 0.0443 -2.782671e-03 0.154325866
[161,] 0.0455 -2.595724e-03 0.157252160
[162,] 0.0467 -2.405268e-03 0.160174571
[163,] 0.0468 -2.389238e-03 0.160417930
[164,] 0.0470 -2.357106e-03 0.160904567
[165,] 0.0476 -2.260125e-03 0.162363820
[166,] 0.0491 -2.013846e-03 0.166006966
[167,] 0.0507 -1.745132e-03 0.169884974
[168,] 0.0512 -1.659887e-03 0.171095155
[169,] 0.0525 -1.435419e-03 0.174237844
[170,] 0.0531 -1.330442e-03 0.175686475
[171,] 0.0544 -1.100012e-03 0.178821212
[172,] 0.0546 -1.064199e-03 0.179303041
[173,] 0.0564 -7.375538e-04 0.183634812
[174,] 0.0579 -4.593983e-04 0.187238172
[175,] 0.0623 3.876451e-04 0.197772692
[176,] 0.0628 4.868299e-04 0.198966426
[177,] 0.0631 5.466273e-04 0.199682336
[178,] 0.0648 8.895327e-04 0.203734567
[179,] 0.0669 1.322623e-03 0.208730957
[180,] 0.0672 1.385349e-03 0.209443828
[181,] 0.0680 1.553665e-03 0.211343601
[182,] 0.0693 1.830416e-03 0.214426970
[183,] 0.0694 1.851871e-03 0.214663959
[184,] 0.0702 2.024360e-03 0.216558880
[185,] 0.0747 3.022804e-03 0.227184927
[186,] 0.0750 3.091066e-03 0.227891344
[187,] 0.0770 3.551553e-03 0.232594455
[188,] 0.0783 3.855910e-03 0.235645562
[189,] 0.0790 4.021436e-03 0.237286535
[190,] 0.0807 4.428207e-03 0.241266132
[191,] 0.0814 4.597666e-03 0.242902473
[192,] 0.0827 4.915413e-03 0.245937808
[193,] 0.0829 4.964647e-03 0.246404369
[194,] 0.0835 5.112909e-03 0.247803390
[195,] 0.0850 5.487235e-03 0.251296194
[196,] 0.0871 6.020081e-03 0.256173968
[197,] 0.0879 6.225762e-03 0.258028435
[198,] 0.0880 6.251577e-03 0.258260099
[199,] 0.0913 7.116429e-03 0.265887009
[200,] 0.0935 7.706955e-03 0.270952572
[201,] 0.0962 8.446897e-03 0.277148738
[202,] 0.1000 9.516572e-03 0.285830690
[203,] 0.1011 9.832364e-03 0.288335468
[204,] 0.1013 9.890077e-03 0.288790477
[205,] 0.1025 1.023826e-02 0.291517902
[206,] 0.1058 1.121262e-02 0.298995130
[207,] 0.1065 1.142247e-02 0.300576835
[208,] 0.1086 1.205865e-02 0.305312768
[209,] 0.1109 1.276682e-02 0.310483937
[210,] 0.1110 1.279788e-02 0.310708396
[211,] 0.1121 1.314102e-02 0.313175379
[212,] 0.1123 1.320370e-02 0.313623515
[213,] 0.1130 1.342379e-02 0.315191008
[214,] 0.1131 1.345532e-02 0.315414811
[215,] 0.1146 1.393095e-02 0.318768102
[216,] 0.1150 1.405864e-02 0.319661126
[217,] 0.1242 1.709357e-02 0.340062692
[218,] 0.1246 1.722977e-02 0.340943521
[219,] 0.1288 1.868110e-02 0.350152200
[220,] 0.1304 1.924414e-02 0.353641194
[221,] 0.1330 2.017095e-02 0.359289604
[222,] 0.1331 2.020689e-02 0.359506328
[223,] 0.1351 2.093023e-02 0.363832674
[224,] 0.1361 2.129514e-02 0.365990024
[225,] 0.1377 2.188349e-02 0.369433693
[226,] 0.1407 2.300144e-02 0.375863729
[227,] 0.1441 2.429171e-02 0.383108774
[228,] 0.1443 2.436837e-02 0.383533553
[229,] 0.1454 2.479154e-02 0.385867054
[230,] 0.1508 2.690602e-02 0.397253856
[231,] 0.1644 3.250100e-02 0.425406662
[232,] 0.1793 3.906395e-02 0.455378594
[233,] 0.1814 4.002461e-02 0.459532303
[234,] 0.1838 4.113316e-02 0.464263232
[235,] 0.1927 4.534268e-02 0.481652827
[236,] 0.1978 4.782425e-02 0.491497133
[237,] 0.2012 4.950643e-02 0.498013660
[238,] 0.2026 5.020552e-02 0.500687323
[239,] 0.2056 5.171615e-02 0.506397717
[240,] 0.2087 5.329510e-02 0.512271406
[241,] 0.2099 5.391118e-02 0.514537697
[242,] 0.2385 6.938521e-02 0.567048936
[243,] 0.2400 7.023779e-02 0.569713161
[244,] 0.2620 8.319377e-02 0.607788409
, , n=510
newdata fun 1der
[1,] -0.3064 0.1113638165 -0.7553198114
[2,] -0.2579 0.0770751626 -0.6591916143
[3,] -0.2523 0.0734145167 -0.6481853121
[4,] -0.2394 0.0652200574 -0.6228368005
[5,] -0.2304 0.0596962513 -0.6049843565
[6,] -0.2187 0.0527574693 -0.5815711508
[7,] -0.2181 0.0524090678 -0.5803662844
[8,] -0.2102 0.0478868616 -0.5644932360
[9,] -0.2015 0.0430549936 -0.5469970018
[10,] -0.1881 0.0359080948 -0.5200887113
[11,] -0.1846 0.0341010960 -0.5130576566
[12,] -0.1842 0.0338960338 -0.5122533263
[13,] -0.1831 0.0333341647 -0.5100406896
[14,] -0.1807 0.0321163209 -0.5052109399
[15,] -0.1782 0.0308598896 -0.5001762413
[16,] -0.1754 0.0294673011 -0.4945281352
[17,] -0.1697 0.0266824180 -0.4829999461
[18,] -0.1683 0.0260082040 -0.4801625114
[19,] -0.1663 0.0250535259 -0.4761051047
[20,] -0.1512 0.0180988663 -0.4452709890
[21,] -0.1505 0.0177876806 -0.4438307340
[22,] -0.1419 0.0140486902 -0.4260603123
[23,] -0.1353 0.0112844162 -0.4123094774
[24,] -0.1337 0.0106275948 -0.4089577291
[25,] -0.1285 0.0085299322 -0.3980005144
[26,] -0.1247 0.0070336743 -0.3899417809
[27,] -0.1209 0.0055686139 -0.3818503025
[28,] -0.1167 0.0039845703 -0.3728697230
[29,] -0.1154 0.0035016520 -0.3700806541
[30,] -0.1141 0.0030223629 -0.3672861783
[31,] -0.1138 0.0029122739 -0.3666405314
[32,] -0.1124 0.0024020015 -0.3636229664
[33,] -0.1123 0.0023656500 -0.3634070898
[34,] -0.1121 0.0022930118 -0.3629752019
[35,] -0.1053 -0.0001236835 -0.3481847575
[36,] -0.1039 -0.0006085714 -0.3451141554
[37,] -0.0988 -0.0023397093 -0.3338438222
[38,] -0.0984 -0.0024730689 -0.3329539926
[39,] -0.0977 -0.0027055911 -0.3313947208
[40,] -0.0955 -0.0034292548 -0.3264770007
[41,] -0.0948 -0.0036572393 -0.3249068144
[42,] -0.0923 -0.0044624767 -0.3192774993
[43,] -0.0909 -0.0049072494 -0.3161104047
[44,] -0.0902 -0.0051279712 -0.3145229056
[45,] -0.0888 -0.0055660765 -0.3113400036
[46,] -0.0871 -0.0060920595 -0.3074608839
[47,] -0.0866 -0.0062455040 -0.3063170092
[48,] -0.0807 -0.0080127486 -0.2927177767
[49,] -0.0806 -0.0080420088 -0.2924856682
[50,] -0.0707 -0.0108229895 -0.2692407880
[51,] -0.0693 -0.0111910047 -0.2659111072
[52,] -0.0680 -0.0115346743 -0.2628098385
[53,] -0.0671 -0.0117702350 -0.2606574918
[54,] -0.0648 -0.0123634044 -0.2551372957
[55,] -0.0644 -0.0124652668 -0.2541743629
[56,] -0.0637 -0.0126425985 -0.2524871636
[57,] -0.0636 -0.0126678351 -0.2522459204
[58,] -0.0606 -0.0134136916 -0.2449836627
[59,] -0.0541 -0.0149545312 -0.2290830301
[60,] -0.0537 -0.0150459672 -0.2280971216
[61,] -0.0520 -0.0154265132 -0.2238974287
[62,] -0.0518 -0.0154712432 -0.2234023284
[63,] -0.0516 -0.0155158741 -0.2229070143
[64,] -0.0514 -0.0155604060 -0.2224114865
[65,] -0.0507 -0.0157154866 -0.2206754553
[66,] -0.0468 -0.0165567560 -0.2109513115
[67,] -0.0467 -0.0165778386 -0.2107007982
[68,] -0.0465 -0.0166199287 -0.2101995952
[69,] -0.0407 -0.0177954859 -0.1955743267
[70,] -0.0378 -0.0183507767 -0.1882049532
[71,] -0.0374 -0.0184258549 -0.1871857958
[72,] -0.0365 -0.0185932896 -0.1848910155
[73,] -0.0361 -0.0186670419 -0.1838703682
[74,] -0.0358 -0.0187220882 -0.1831045818
[75,] -0.0345 -0.0189579658 -0.1797831944
[76,] -0.0339 -0.0190653754 -0.1782486131
[77,] -0.0321 -0.0193820753 -0.1736386802
[78,] -0.0306 -0.0196396476 -0.1697899778
[79,] -0.0302 -0.0197073581 -0.1687625684
[80,] -0.0293 -0.0198582036 -0.1664492209
[81,] -0.0290 -0.0199080226 -0.1656775893
[82,] -0.0262 -0.0203595522 -0.1584633337
[83,] -0.0261 -0.0203753856 -0.1582052975
[84,] -0.0254 -0.0204854970 -0.1563984203
[85,] -0.0244 -0.0206406040 -0.1538152722
[86,] -0.0243 -0.0206559726 -0.1535568348
[87,] -0.0240 -0.0207019234 -0.1527813888
[88,] -0.0206 -0.0212064233 -0.1439789789
[89,] -0.0195 -0.0213632311 -0.1411256231
[90,] -0.0193 -0.0213914043 -0.1406065414
[91,] -0.0191 -0.0214194737 -0.1400873704
[92,] -0.0190 -0.0214334695 -0.1398277515
[93,] -0.0186 -0.0214875588 -0.1387890530
[94,] -0.0153 -0.0219308299 -0.1302062018
[95,] -0.0148 -0.0219956073 -0.1289035272
[96,] -0.0142 -0.0220724803 -0.1273394572
[97,] -0.0117 -0.0223826735 -0.1208123927
[98,] -0.0109 -0.0224784867 -0.1187202896
[99,] -0.0096 -0.0226306114 -0.1153170622
[100,] -0.0088 -0.0227220266 -0.1132205778
[101,] -0.0078 -0.0228324365 -0.1105977191
[102,] -0.0075 -0.0228654978 -0.1098104440
[103,] -0.0073 -0.0228874074 -0.1092854903
[104,] -0.0064 -0.0229847009 -0.1069221729
[105,] -0.0060 -0.0230272596 -0.1058712708
[106,] -0.0052 -0.0231111156 -0.1037684719
[107,] -0.0048 -0.0231524126 -0.1027165750
[108,] -0.0039 -0.0232437921 -0.1003485948
[109,] -0.0024 -0.0233913528 -0.0963982309
[110,] -0.0014 -0.0234864331 -0.0937620644
[111,] -0.0006 -0.0235605987 -0.0916516391
[112,] -0.0001 -0.0236060946 -0.0903319498
[113,] 0.0021 -0.0237984327 -0.0845191619
[114,] 0.0044 -0.0239832351 -0.0784314318
[115,] 0.0056 -0.0240754448 -0.0752509404
[116,] 0.0064 -0.0241347969 -0.0731290283
[117,] 0.0072 -0.0241924509 -0.0710058488
[118,] 0.0080 -0.0242484059 -0.0688814017
[119,] 0.0084 -0.0242757459 -0.0678187029
[120,] 0.0085 -0.0242825145 -0.0675529787
[121,] 0.0099 -0.0243744836 -0.0638307600
[122,] 0.0107 -0.0244246968 -0.0617020350
[123,] 0.0137 -0.0245960393 -0.0537077199
[124,] 0.0159 -0.0247072633 -0.0478304884
[125,] 0.0160 -0.0247120330 -0.0475630446
[126,] 0.0164 -0.0247308442 -0.0464930604
[127,] 0.0170 -0.0247582584 -0.0448874573
[128,] 0.0183 -0.0248143496 -0.0414060700
[129,] 0.0189 -0.0248387108 -0.0397980849
[130,] 0.0190 -0.0248426772 -0.0395300142
[131,] 0.0196 -0.0248659126 -0.0379211515
[132,] 0.0197 -0.0248696913 -0.0376529346
[133,] 0.0207 -0.0249060028 -0.0349696163
[134,] 0.0211 -0.0249197759 -0.0338957039
[135,] 0.0215 -0.0249331193 -0.0328214572
[136,] 0.0224 -0.0249602198 -0.0304031830
[137,] 0.0225 -0.0249632467 -0.0301343839
[138,] 0.0230 -0.0249779779 -0.0287900874
[139,] 0.0233 -0.0249864939 -0.0279832690
[140,] 0.0240 -0.0250051347 -0.0260999603
[141,] 0.0248 -0.0250251533 -0.0239462369
[142,] 0.0250 -0.0250298887 -0.0234075759
[143,] 0.0267 -0.0250657875 -0.0188252421
[144,] 0.0286 -0.0250966839 -0.0136959412
[145,] 0.0293 -0.0251056090 -0.0118041049
[146,] 0.0308 -0.0251202725 -0.0077463738
[147,] 0.0312 -0.0251231545 -0.0066634378
[148,] 0.0316 -0.0251256032 -0.0055801337
[149,] 0.0326 -0.0251280133 -0.0028702713
[150,] 0.0332 -0.0251292475 -0.0012435882
[151,] 0.0339 -0.0251294537 0.0006546205
[152,] 0.0350 -0.0251266371 0.0036384005
[153,] 0.0382 -0.0251005590 0.0123217382
[154,] 0.0396 -0.0250806498 0.0161196955
[155,] 0.0398 -0.0250773716 0.0166621300
[156,] 0.0413 -0.0250493278 0.0207293461
[157,] 0.0415 -0.0250451277 0.0212715026
[158,] 0.0421 -0.0250318769 0.0228977758
[159,] 0.0441 -0.0249806620 0.0283165605
[160,] 0.0443 -0.0249749445 0.0288582591
[161,] 0.0455 -0.0249383648 0.0321077638
[162,] 0.0467 -0.0248961936 0.0353556832
[163,] 0.0468 -0.0248926445 0.0356262333
[164,] 0.0470 -0.0248854651 0.0361672817
[165,] 0.0476 -0.0248632779 0.0377900126
[166,] 0.0491 -0.0248030238 0.0418438482
[167,] 0.0507 -0.0247326171 0.0461639410
[168,] 0.0512 -0.0247091978 0.0475131799
[169,] 0.0525 -0.0246443878 0.0510194432
[170,] 0.0531 -0.0246131672 0.0526368701
[171,] 0.0544 -0.0245424624 0.0561393684
[172,] 0.0546 -0.0245311806 0.0566779796
[173,] 0.0564 -0.0244243284 0.0615226692
[174,] 0.0579 -0.0243285541 0.0655562443
[175,] 0.0623 -0.0240135832 0.0773689892
[176,] 0.0628 -0.0239745637 0.0787088160
[177,] 0.0631 -0.0239508305 0.0795124416
[178,] 0.0648 -0.0238117909 0.0840624882
[179,] 0.0669 -0.0236293657 0.0896741409
[180,] 0.0672 -0.0236023433 0.0904749942
[181,] 0.0680 -0.0235291094 0.0926096112
[182,] 0.0693 -0.0234046142 0.0960752760
[183,] 0.0694 -0.0233949933 0.0963416989
[184,] 0.0702 -0.0233170677 0.0984721599
[185,] 0.0747 -0.0228465319 0.1104261751
[186,] 0.0750 -0.0228132848 0.1112213572
[187,] 0.0770 -0.0225855448 0.1165169977
[188,] 0.0783 -0.0224318382 0.1199539661
[189,] 0.0790 -0.0223472232 0.1218029450
[190,] 0.0807 -0.0221347017 0.1262889143
[191,] 0.0814 -0.0220454178 0.1281346692
[192,] 0.0827 -0.0218766158 0.1315603069
[193,] 0.0829 -0.0218502510 0.1320870751
[194,] 0.0835 -0.0217705248 0.1336669747
[195,] 0.0850 -0.0215670635 0.1376140671
[196,] 0.0871 -0.0212722771 0.1431336201
[197,] 0.0879 -0.0211569299 0.1452343503
[198,] 0.0880 -0.0211423933 0.1454968656
[199,] 0.0913 -0.0206463785 0.1541544902
[200,] 0.0935 -0.0203001715 0.1599218213
[201,] 0.0962 -0.0198588363 0.1669915436
[202,] 0.1000 -0.0192053882 0.1769253594
[203,] 0.1011 -0.0190075697 0.1797973720
[204,] 0.1013 -0.0189715580 0.1803193760
[205,] 0.1025 -0.0187528216 0.1834502812
[206,] 0.1058 -0.0181327050 0.1920591470
[207,] 0.1065 -0.0179976245 0.1938850760
[208,] 0.1086 -0.0175847153 0.1993615407
[209,] 0.1109 -0.0171192881 0.2053572976
[210,] 0.1110 -0.0170987394 0.2056179287
[211,] 0.1121 -0.0168709829 0.2084845741
[212,] 0.1123 -0.0168292339 0.2090057239
[213,] 0.1130 -0.0166822915 0.2108296064
[214,] 0.1131 -0.0166611956 0.2110901430
[215,] 0.1146 -0.0163398159 0.2149976174
[216,] 0.1150 -0.0162534591 0.2160393916
[217,] 0.1242 -0.0141541250 0.2399677021
[218,] 0.1246 -0.0140579304 0.2410054240
[219,] 0.1288 -0.0130223862 0.2518826500
[220,] 0.1304 -0.0126151407 0.2560170714
[221,] 0.1330 -0.0119401340 0.2627234379
[222,] 0.1331 -0.0119138488 0.2629810717
[223,] 0.1351 -0.0113823433 0.2681296559
[224,] 0.1361 -0.0111126759 0.2707012294
[225,] 0.1377 -0.0106762639 0.2748131422
[226,] 0.1407 -0.0098402699 0.2825143589
[227,] 0.1441 -0.0088634821 0.2912291734
[228,] 0.1443 -0.0088051850 0.2917414800
[229,] 0.1454 -0.0084827199 0.2945586899
[230,] 0.1508 -0.0068532635 0.3083769012
[231,] 0.1644 -0.0024207107 0.3430474168
[232,] 0.1793 0.0029725127 0.3808539051
[233,] 0.1814 0.0037813794 0.3861722411
[234,] 0.1838 0.0047159533 0.3922497804
[235,] 0.1927 0.0083091301 0.4147871379
[236,] 0.1978 0.0104574103 0.4276705109
[237,] 0.2012 0.0119274051 0.4362436528
[238,] 0.2026 0.0125406157 0.4397711266
[239,] 0.2056 0.0138712615 0.4473249061
[240,] 0.2087 0.0152719978 0.4551231758
[241,] 0.2099 0.0158199557 0.4581398185
[242,] 0.2385 0.0299527151 0.5295308175
[243,] 0.2400 0.0307497822 0.5332236126
[244,] 0.2620 0.0430718522 0.5862034784
, , n=760
newdata fun 1der
[1,] -0.3064 1.023299e-01 -0.679953985
[2,] -0.2579 7.205028e-02 -0.568248976
[3,] -0.2523 6.890477e-02 -0.555147191
[4,] -0.2394 6.193797e-02 -0.525005662
[5,] -0.2304 5.730689e-02 -0.504156742
[6,] -0.2187 5.156542e-02 -0.477345759
[7,] -0.2181 5.127942e-02 -0.475979449
[8,] -0.2102 4.759005e-02 -0.458061273
[9,] -0.2015 4.369017e-02 -0.438491076
[10,] -0.1881 3.801445e-02 -0.408698604
[11,] -0.1846 3.659753e-02 -0.400972868
[12,] -0.1842 3.643731e-02 -0.400091046
[13,] -0.1831 3.599855e-02 -0.397667381
[14,] -0.1807 3.505048e-02 -0.392386243
[15,] -0.1782 3.407638e-02 -0.386895057
[16,] -0.1754 3.300168e-02 -0.380756910
[17,] -0.1697 3.086690e-02 -0.368295014
[18,] -0.1683 3.035342e-02 -0.365239055
[19,] -0.1663 2.962731e-02 -0.360875409
[20,] -0.1512 2.442648e-02 -0.327988622
[21,] -0.1505 2.419742e-02 -0.326465791
[22,] -0.1419 2.147018e-02 -0.307786683
[23,] -0.1353 1.948598e-02 -0.293494129
[24,] -0.1337 1.901916e-02 -0.290036937
[25,] -0.1285 1.754013e-02 -0.278824847
[26,] -0.1247 1.649613e-02 -0.270649396
[27,] -0.1209 1.548317e-02 -0.262492099
[28,] -0.1167 1.439960e-02 -0.253498534
[29,] -0.1154 1.407186e-02 -0.250718438
[30,] -0.1141 1.374773e-02 -0.247940055
[31,] -0.1138 1.367344e-02 -0.247299129
[32,] -0.1124 1.332932e-02 -0.244309302
[33,] -0.1123 1.330490e-02 -0.244095815
[34,] -0.1121 1.325612e-02 -0.243668872
[35,] -0.1053 1.164845e-02 -0.229186604
[36,] -0.1039 1.132967e-02 -0.226217068
[37,] -0.0988 1.020345e-02 -0.215451121
[38,] -0.0984 1.011744e-02 -0.214610233
[39,] -0.0977 9.967728e-03 -0.213139940
[40,] -0.0955 9.503895e-03 -0.208529303
[41,] -0.0948 9.358437e-03 -0.207065036
[42,] -0.0923 8.847302e-03 -0.201845202
[43,] -0.0909 8.566761e-03 -0.198929957
[44,] -0.0902 8.428019e-03 -0.197474609
[45,] -0.0888 8.153590e-03 -0.194568590
[46,] -0.0871 7.825815e-03 -0.191050516
[47,] -0.0866 7.730548e-03 -0.190018325
[48,] -0.0807 6.645208e-03 -0.177915002
[49,] -0.0806 6.627427e-03 -0.177710922
[50,] -0.0707 4.967574e-03 -0.157663896
[51,] -0.0693 4.748814e-03 -0.154850984
[52,] -0.0680 4.549204e-03 -0.152242875
[53,] -0.0671 4.412997e-03 -0.150439719
[54,] -0.0648 4.072277e-03 -0.145840511
[55,] -0.0644 4.014100e-03 -0.145042013
[56,] -0.0637 3.913060e-03 -0.143645680
[57,] -0.0636 3.898705e-03 -0.143446311
[58,] -0.0606 3.477325e-03 -0.137477857
[59,] -0.0541 2.625521e-03 -0.124636613
[60,] -0.0537 2.575824e-03 -0.123850434
[61,] -0.0520 2.368115e-03 -0.120513980
[62,] -0.0518 2.344052e-03 -0.120121968
[63,] -0.0516 2.320067e-03 -0.119730063
[64,] -0.0514 2.296160e-03 -0.119338266
[65,] -0.0507 2.213103e-03 -0.117967822
[66,] -0.0468 1.767888e-03 -0.110352824
[67,] -0.0467 1.756863e-03 -0.110158008
[68,] -0.0465 1.734870e-03 -0.109768442
[69,] -0.0407 1.130900e-03 -0.098509548
[70,] -0.0378 8.533437e-04 -0.092912709
[71,] -0.0374 8.163326e-04 -0.092142443
[72,] -0.0365 7.341838e-04 -0.090410821
[73,] -0.0361 6.981733e-04 -0.089641868
[74,] -0.0358 6.713672e-04 -0.089065420
[75,] -0.0345 5.572046e-04 -0.086570103
[76,] -0.0339 5.056076e-04 -0.085419859
[77,] -0.0321 3.549539e-04 -0.081974588
[78,] -0.0306 2.341413e-04 -0.079109784
[79,] -0.0302 2.026500e-04 -0.078346797
[80,] -0.0293 1.329099e-04 -0.076631555
[81,] -0.0290 1.100061e-04 -0.076060263
[82,] -0.0262 -9.550846e-05 -0.070739170
[83,] -0.0261 -1.025728e-04 -0.070549498
[84,] -0.0254 -1.514929e-04 -0.069222429
[85,] -0.0244 -2.197682e-04 -0.067328544
[86,] -0.0243 -2.264916e-04 -0.067139269
[87,] -0.0240 -2.465482e-04 -0.066571531
[88,] -0.0206 -4.619636e-04 -0.060146198
[89,] -0.0195 -5.269829e-04 -0.058070968
[90,] -0.0193 -5.385594e-04 -0.057693840
[91,] -0.0191 -5.500604e-04 -0.057316769
[92,] -0.0190 -5.557827e-04 -0.057128255
[93,] -0.0186 -5.784832e-04 -0.056374344
[94,] -0.0153 -7.542627e-04 -0.050160262
[95,] -0.0148 -7.791076e-04 -0.049219539
[96,] -0.0142 -8.083008e-04 -0.048090952
[97,] -0.0117 -9.226531e-04 -0.043391788
[98,] -0.0109 -9.567654e-04 -0.041889174
[99,] -0.0096 -1.009635e-03 -0.039448560
[100,] -0.0088 -1.040593e-03 -0.037946943
[101,] -0.0078 -1.077601e-03 -0.036069598
[102,] -0.0075 -1.088338e-03 -0.035506306
[103,] -0.0073 -1.095401e-03 -0.035130746
[104,] -0.0064 -1.126258e-03 -0.033440397
[105,] -0.0060 -1.139484e-03 -0.032688958
[106,] -0.0052 -1.165034e-03 -0.031185760
[107,] -0.0048 -1.177358e-03 -0.030434002
[108,] -0.0039 -1.203987e-03 -0.028742215
[109,] -0.0024 -1.244985e-03 -0.025921601
[110,] -0.0014 -1.269967e-03 -0.024040517
[111,] -0.0006 -1.288597e-03 -0.022535260
[112,] -0.0001 -1.299629e-03 -0.021594210
[113,] 0.0021 -1.342579e-03 -0.017450460
[114,] 0.0044 -1.377728e-03 -0.013113297
[115,] 0.0056 -1.392106e-03 -0.010849039
[116,] 0.0064 -1.400181e-03 -0.009338901
[117,] 0.0072 -1.407048e-03 -0.007828207
[118,] 0.0080 -1.412706e-03 -0.006317007
[119,] 0.0084 -1.415082e-03 -0.005561172
[120,] 0.0085 -1.415628e-03 -0.005372188
[121,] 0.0099 -1.421297e-03 -0.002725121
[122,] 0.0107 -1.422872e-03 -0.001211410
[123,] 0.0137 -1.417983e-03 0.004472152
[124,] 0.0159 -1.403551e-03 0.008649273
[125,] 0.0160 -1.402677e-03 0.008839372
[126,] 0.0164 -1.398989e-03 0.009599964
[127,] 0.0170 -1.392887e-03 0.010741450
[128,] 0.0183 -1.377314e-03 0.013217130
[129,] 0.0189 -1.369041e-03 0.014360887
[130,] 0.0190 -1.367595e-03 0.014551583
[131,] 0.0196 -1.358521e-03 0.015696177
[132,] 0.0197 -1.356942e-03 0.015887013
[133,] 0.0207 -1.340100e-03 0.017796462
[134,] 0.0211 -1.332829e-03 0.018560800
[135,] 0.0215 -1.325251e-03 0.019325457
[136,] 0.0224 -1.307084e-03 0.021047099
[137,] 0.0225 -1.304970e-03 0.021238492
[138,] 0.0230 -1.294111e-03 0.022195757
[139,] 0.0233 -1.287366e-03 0.022770355
[140,] 0.0240 -1.270957e-03 0.024111782
[141,] 0.0248 -1.251054e-03 0.025646035
[142,] 0.0250 -1.245887e-03 0.026029798
[143,] 0.0267 -1.198862e-03 0.029294998
[144,] 0.0286 -1.139729e-03 0.032951349
[145,] 0.0293 -1.116191e-03 0.034301030
[146,] 0.0308 -1.062567e-03 0.037198805
[147,] 0.0312 -1.047532e-03 0.037972835
[148,] 0.0316 -1.032188e-03 0.038747408
[149,] 0.0326 -9.924718e-04 0.040686219
[150,] 0.0332 -9.677106e-04 0.041851185
[151,] 0.0339 -9.379386e-04 0.043212110
[152,] 0.0350 -8.892273e-04 0.045354648
[153,] 0.0382 -7.340918e-04 0.051609708
[154,] 0.0396 -6.599171e-04 0.054355088
[155,] 0.0398 -6.490069e-04 0.054747743
[156,] 0.0413 -5.646746e-04 0.057696398
[157,] 0.0415 -5.530959e-04 0.058090048
[158,] 0.0421 -5.178875e-04 0.059271693
[159,] 0.0441 -3.953997e-04 0.063218031
[160,] 0.0443 -3.827165e-04 0.063613284
[161,] 0.0455 -3.049568e-04 0.065986928
[162,] 0.0467 -2.243465e-04 0.068364163
[163,] 0.0468 -2.175001e-04 0.068562400
[164,] 0.0470 -2.037480e-04 0.068958923
[165,] 0.0476 -1.620157e-04 0.070148877
[166,] 0.0491 -5.455977e-05 0.073126295
[167,] 0.0507 6.498568e-05 0.076306197
[168,] 0.0512 1.033874e-04 0.077300787
[169,] 0.0525 2.055606e-04 0.079889512
[170,] 0.0531 2.538532e-04 0.081085708
[171,] 0.0544 3.609510e-04 0.083681123
[172,] 0.0546 3.777272e-04 0.084080879
[173,] 0.0564 5.323141e-04 0.087683778
[174,] 0.0579 6.660958e-04 0.090692826
[175,] 0.0623 1.084614e-03 0.099548768
[176,] 0.0628 1.134640e-03 0.100557261
[177,] 0.0631 1.164898e-03 0.101162465
[178,] 0.0648 1.339790e-03 0.104593455
[179,] 0.0669 1.563890e-03 0.108835261
[180,] 0.0672 1.596631e-03 0.109441552
[181,] 0.0680 1.684831e-03 0.111058715
[182,] 0.0693 1.830916e-03 0.113687812
[183,] 0.0694 1.842295e-03 0.113890112
[184,] 0.0702 1.934055e-03 0.115508830
[185,] 0.0747 2.474349e-03 0.124625138
[186,] 0.0750 2.511828e-03 0.125233611
[187,] 0.0770 2.766353e-03 0.129292445
[188,] 0.0783 2.936149e-03 0.131932877
[189,] 0.0790 3.029000e-03 0.133355362
[190,] 0.0807 3.258642e-03 0.136811979
[191,] 0.0814 3.354909e-03 0.138236002
[192,] 0.0827 3.536335e-03 0.140881662
[193,] 0.0829 3.564552e-03 0.141288807
[194,] 0.0835 3.649692e-03 0.142510436
[195,] 0.0850 3.865749e-03 0.145565775
[196,] 0.0871 4.175931e-03 0.149845522
[197,] 0.0879 4.296459e-03 0.151476092
[198,] 0.0880 4.311617e-03 0.151679906
[199,] 0.0913 4.823249e-03 0.158397087
[200,] 0.0935 5.176638e-03 0.162863905
[201,] 0.0962 5.623767e-03 0.168342687
[202,] 0.1000 6.278120e-03 0.176053888
[203,] 0.1011 6.473006e-03 0.178285105
[204,] 0.1013 6.508704e-03 0.178690651
[205,] 0.1025 6.724593e-03 0.181123278
[206,] 0.1058 7.333333e-03 0.187810262
[207,] 0.1065 7.465297e-03 0.189228643
[208,] 0.1086 7.867145e-03 0.193483767
[209,] 0.1109 8.317518e-03 0.198146001
[210,] 0.1110 8.337343e-03 0.198348851
[211,] 0.1121 8.556754e-03 0.200581105
[212,] 0.1123 8.596911e-03 0.200987146
[213,] 0.1130 8.738099e-03 0.202408723
[214,] 0.1131 8.758351e-03 0.202611860
[215,] 0.1146 9.064554e-03 0.205660706
[216,] 0.1150 9.146981e-03 0.206474481
[217,] 0.1242 1.113291e-02 0.225267481
[218,] 0.1246 1.122318e-02 0.226086615
[219,] 0.1288 1.219082e-02 0.234696032
[220,] 0.1304 1.256896e-02 0.237979896
[221,] 0.1330 1.319465e-02 0.243323185
[222,] 0.1331 1.321899e-02 0.243528894
[223,] 0.1351 1.371017e-02 0.247645975
[224,] 0.1361 1.395884e-02 0.249706269
[225,] 0.1377 1.436101e-02 0.253004844
[226,] 0.1407 1.512931e-02 0.259196682
[227,] 0.1441 1.602253e-02 0.266227968
[228,] 0.1443 1.607582e-02 0.266642049
[229,] 0.1454 1.637037e-02 0.268920304
[230,] 0.1508 1.785274e-02 0.280103628
[231,] 0.1644 2.185351e-02 0.308237178
[232,] 0.1793 2.667558e-02 0.338983974
[233,] 0.1814 2.739198e-02 0.343303625
[234,] 0.1838 2.822183e-02 0.348241212
[235,] 0.1927 3.140274e-02 0.366583030
[236,] 0.1978 3.329922e-02 0.377141643
[237,] 0.2012 3.459351e-02 0.384207480
[238,] 0.2026 3.513344e-02 0.387127278
[239,] 0.2056 3.630424e-02 0.393407639
[240,] 0.2087 3.753390e-02 0.399928258
[241,] 0.2099 3.801533e-02 0.402458819
[242,] 0.2385 5.039671e-02 0.463649448
[243,] 0.2400 5.109463e-02 0.466907374
[244,] 0.2620 6.189472e-02 0.514991456
> str(pSq10<- vapply(Pen10Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq10
num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ...
- attr(*, "dimnames")=List of 3
..$ : NULL
..$ : chr [1:3] "newdata" "fun" "1der"
..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ...
, , n=6
newdata fun 1der
[1,] -0.3064 0.1231545 -0.1044079408
[2,] -0.2579 0.1185248 -0.0863121841
[3,] -0.2523 0.1180475 -0.0841466395
[4,] -0.2394 0.1169945 -0.0790981770
[5,] -0.2304 0.1162986 -0.0755264603
[6,] -0.2187 0.1154424 -0.0708223631
[7,] -0.2181 0.1154000 -0.0705792726
[8,] -0.2102 0.1148551 -0.0673617062
[9,] -0.2015 0.1142846 -0.0637820157
[10,] -0.1881 0.1134671 -0.0582310168
[11,] -0.1846 0.1132659 -0.0567841782
[12,] -0.1842 0.1132432 -0.0566189191
[13,] -0.1831 0.1131811 -0.0561645559
[14,] -0.1807 0.1130475 -0.0551737236
[15,] -0.1782 0.1129109 -0.0541423439
[16,] -0.1754 0.1127609 -0.0529880917
[17,] -0.1697 0.1124656 -0.0506412801
[18,] -0.1683 0.1123951 -0.0500654685
[19,] -0.1663 0.1122958 -0.0492432897
[20,] -0.1512 0.1115990 -0.0430513805
[21,] -0.1505 0.1115689 -0.0427650040
[22,] -0.1419 0.1112163 -0.0392514778
[23,] -0.1353 0.1109661 -0.0365610885
[24,] -0.1337 0.1109081 -0.0359096625
[25,] -0.1285 0.1107269 -0.0337946564
[26,] -0.1247 0.1106014 -0.0322511333
[27,] -0.1209 0.1104818 -0.0307093484
[28,] -0.1167 0.1103564 -0.0290072925
[29,] -0.1154 0.1103190 -0.0284808960
[30,] -0.1141 0.1102823 -0.0279547030
[31,] -0.1138 0.1102740 -0.0278333027
[32,] -0.1124 0.1102354 -0.0272669113
[33,] -0.1123 0.1102327 -0.0272264638
[34,] -0.1121 0.1102272 -0.0271455724
[35,] -0.1053 0.1100520 -0.0243981301
[36,] -0.1039 0.1100182 -0.0238331711
[37,] -0.0988 0.1099019 -0.0217771014
[38,] -0.0984 0.1098932 -0.0216159735
[39,] -0.0977 0.1098782 -0.0213340459
[40,] -0.0955 0.1098322 -0.0204483717
[41,] -0.0948 0.1098180 -0.0201666885
[42,] -0.0923 0.1097689 -0.0191611584
[43,] -0.0909 0.1097424 -0.0185983902
[44,] -0.0902 0.1097295 -0.0183170946
[45,] -0.0888 0.1097043 -0.0177546803
[46,] -0.0871 0.1096747 -0.0170720658
[47,] -0.0866 0.1096662 -0.0168713630
[48,] -0.0807 0.1095736 -0.0145053429
[49,] -0.0806 0.1095722 -0.0144652770
[50,] -0.0707 0.1094486 -0.0105047089
[51,] -0.0693 0.1094343 -0.0099455807
[52,] -0.0680 0.1094217 -0.0094266015
[53,] -0.0671 0.1094134 -0.0090674274
[54,] -0.0648 0.1093936 -0.0081499809
[55,] -0.0644 0.1093903 -0.0079904900
[56,] -0.0637 0.1093848 -0.0077114272
[57,] -0.0636 0.1093841 -0.0076715659
[58,] -0.0606 0.1093628 -0.0064762869
[59,] -0.0541 0.1093291 -0.0038902320
[60,] -0.0537 0.1093276 -0.0037312563
[61,] -0.0520 0.1093219 -0.0030558243
[62,] -0.0518 0.1093213 -0.0029763846
[63,] -0.0516 0.1093207 -0.0028969497
[64,] -0.0514 0.1093201 -0.0028175196
[65,] -0.0507 0.1093182 -0.0025395523
[66,] -0.0468 0.1093113 -0.0009919566
[67,] -0.0467 0.1093112 -0.0009522987
[68,] -0.0465 0.1093111 -0.0008729866
[69,] -0.0407 0.1093127 0.0014249704
[70,] -0.0378 0.1093185 0.0025724305
[71,] -0.0374 0.1093195 0.0027306214
[72,] -0.0365 0.1093221 0.0030864805
[73,] -0.0361 0.1093234 0.0032446088
[74,] -0.0358 0.1093244 0.0033631924
[75,] -0.0345 0.1093291 0.0038769295
[76,] -0.0339 0.1093315 0.0041139703
[77,] -0.0321 0.1093395 0.0048248327
[78,] -0.0306 0.1093472 0.0054169201
[79,] -0.0302 0.1093494 0.0055747643
[80,] -0.0293 0.1093546 0.0059298434
[81,] -0.0290 0.1093564 0.0060481815
[82,] -0.0262 0.1093749 0.0071521474
[83,] -0.0261 0.1093756 0.0071915573
[84,] -0.0254 0.1093807 0.0074673929
[85,] -0.0244 0.1093884 0.0078613415
[86,] -0.0243 0.1093892 0.0079007297
[87,] -0.0240 0.1093916 0.0080188872
[88,] -0.0206 0.1094211 0.0093572482
[89,] -0.0195 0.1094316 0.0097899494
[90,] -0.0193 0.1094336 0.0098686067
[91,] -0.0191 0.1094356 0.0099472592
[92,] -0.0190 0.1094366 0.0099865836
[93,] -0.0186 0.1094406 0.0101438693
[94,] -0.0153 0.1094762 0.0114407416
[95,] -0.0148 0.1094820 0.0116371231
[96,] -0.0142 0.1094890 0.0118727411
[97,] -0.0117 0.1095199 0.0128540164
[98,] -0.0109 0.1095304 0.0131678656
[99,] -0.0096 0.1095478 0.0136777062
[100,] -0.0088 0.1095589 0.0139913532
[101,] -0.0078 0.1095731 0.0143833036
[102,] -0.0075 0.1095774 0.0145008652
[103,] -0.0073 0.1095803 0.0145792337
[104,] -0.0064 0.1095936 0.0149318319
[105,] -0.0060 0.1095996 0.0150885110
[106,] -0.0052 0.1096118 0.0154018113
[107,] -0.0048 0.1096180 0.0155584326
[108,] -0.0039 0.1096321 0.0159107600
[109,] -0.0024 0.1096564 0.0164977557
[110,] -0.0014 0.1096731 0.0168889357
[111,] -0.0006 0.1096868 0.0172017931
[112,] -0.0001 0.1096954 0.0173972898
[113,] 0.0021 0.1097346 0.0182571179
[114,] 0.0044 0.1097777 0.0191554061
[115,] 0.0056 0.1098009 0.0196238255
[116,] 0.0064 0.1098168 0.0199360087
[117,] 0.0072 0.1098328 0.0202481149
[118,] 0.0080 0.1098492 0.0205601441
[119,] 0.0084 0.1098574 0.0207161299
[120,] 0.0085 0.1098595 0.0207551233
[121,] 0.0099 0.1098889 0.0213009047
[122,] 0.0107 0.1099061 0.0216126739
[123,] 0.0137 0.1099727 0.0227809926
[124,] 0.0159 0.1100237 0.0236365786
[125,] 0.0160 0.1100261 0.0236754438
[126,] 0.0164 0.1100356 0.0238308826
[127,] 0.0170 0.1100500 0.0240639754
[128,] 0.0183 0.1100816 0.0245687403
[129,] 0.0189 0.1100964 0.0248015842
[130,] 0.0190 0.1100989 0.0248403839
[131,] 0.0196 0.1101138 0.0250731362
[132,] 0.0197 0.1101164 0.0251119206
[133,] 0.0207 0.1101417 0.0254996447
[134,] 0.0211 0.1101519 0.0256546731
[135,] 0.0215 0.1101622 0.0258096667
[136,] 0.0224 0.1101856 0.0261582745
[137,] 0.0225 0.1101882 0.0261969978
[138,] 0.0230 0.1102013 0.0263905815
[139,] 0.0233 0.1102093 0.0265067056
[140,] 0.0240 0.1102279 0.0267775852
[141,] 0.0248 0.1102495 0.0270870310
[142,] 0.0250 0.1102549 0.0271643707
[143,] 0.0267 0.1103016 0.0278214049
[144,] 0.0286 0.1103552 0.0285549908
[145,] 0.0293 0.1103753 0.0288250607
[146,] 0.0308 0.1104189 0.0294034216
[147,] 0.0312 0.1104307 0.0295575683
[148,] 0.0316 0.1104426 0.0297116800
[149,] 0.0326 0.1104725 0.0300968065
[150,] 0.0332 0.1104906 0.0303277776
[151,] 0.0339 0.1105119 0.0305971446
[152,] 0.0350 0.1105458 0.0310202194
[153,] 0.0382 0.1106471 0.0322494810
[154,] 0.0396 0.1106926 0.0327865800
[155,] 0.0398 0.1106992 0.0328632735
[156,] 0.0413 0.1107489 0.0334381966
[157,] 0.0415 0.1107556 0.0335148159
[158,] 0.0421 0.1107758 0.0337446214
[159,] 0.0441 0.1108440 0.0345100722
[160,] 0.0443 0.1108509 0.0345865692
[161,] 0.0455 0.1108927 0.0350453682
[162,] 0.0467 0.1109350 0.0355038529
[163,] 0.0468 0.1109386 0.0355420457
[164,] 0.0470 0.1109457 0.0356184249
[165,] 0.0476 0.1109671 0.0358475101
[166,] 0.0491 0.1110213 0.0364198793
[167,] 0.0507 0.1110801 0.0370298650
[168,] 0.0512 0.1110987 0.0372203709
[169,] 0.0525 0.1111474 0.0377154310
[170,] 0.0531 0.1111701 0.0379437959
[171,] 0.0544 0.1112197 0.0384383168
[172,] 0.0546 0.1112274 0.0385143642
[173,] 0.0564 0.1112974 0.0391983979
[174,] 0.0579 0.1113566 0.0397678857
[175,] 0.0623 0.1115352 0.0414355501
[176,] 0.0628 0.1115560 0.0416247900
[177,] 0.0631 0.1115685 0.0417383078
[178,] 0.0648 0.1116400 0.0423812040
[179,] 0.0669 0.1117298 0.0431744990
[180,] 0.0672 0.1117428 0.0432877483
[181,] 0.0680 0.1117776 0.0435896503
[182,] 0.0693 0.1118345 0.0440799431
[183,] 0.0694 0.1118389 0.0441176427
[184,] 0.0702 0.1118744 0.0444191605
[185,] 0.0747 0.1120781 0.0461125954
[186,] 0.0750 0.1120919 0.0462253339
[187,] 0.0770 0.1121851 0.0469764218
[188,] 0.0783 0.1122465 0.0474641608
[189,] 0.0790 0.1122798 0.0477266366
[190,] 0.0807 0.1123615 0.0483636327
[191,] 0.0814 0.1123954 0.0486257419
[192,] 0.0827 0.1124590 0.0491122323
[193,] 0.0829 0.1124688 0.0491870442
[194,] 0.0835 0.1124984 0.0494114276
[195,] 0.0850 0.1125729 0.0499720423
[196,] 0.0871 0.1126787 0.0507560778
[197,] 0.0879 0.1127194 0.0510545048
[198,] 0.0880 0.1127245 0.0510917984
[199,] 0.0913 0.1128951 0.0523212610
[200,] 0.0935 0.1130112 0.0531395822
[201,] 0.0962 0.1131560 0.0541424415
[202,] 0.1000 0.1133644 0.0555511774
[203,] 0.1011 0.1134257 0.0559583811
[204,] 0.1013 0.1134369 0.0560323897
[205,] 0.1025 0.1135044 0.0564762583
[206,] 0.1058 0.1136928 0.0576952762
[207,] 0.1065 0.1137333 0.0579535502
[208,] 0.1086 0.1138558 0.0587277303
[209,] 0.1109 0.1139919 0.0595745374
[210,] 0.1110 0.1139978 0.0596113289
[211,] 0.1121 0.1140636 0.0600158914
[212,] 0.1123 0.1140756 0.0600894199
[213,] 0.1130 0.1141178 0.0603467006
[214,] 0.1131 0.1141238 0.0603834463
[215,] 0.1146 0.1142148 0.0609343694
[216,] 0.1150 0.1142392 0.0610811992
[217,] 0.1242 0.1148167 0.0644486470
[218,] 0.1246 0.1148425 0.0645946387
[219,] 0.1288 0.1151170 0.0661254426
[220,] 0.1304 0.1152232 0.0667075932
[221,] 0.1330 0.1153979 0.0676523961
[222,] 0.1331 0.1154047 0.0676887052
[223,] 0.1351 0.1155408 0.0684144290
[224,] 0.1361 0.1156094 0.0687769634
[225,] 0.1377 0.1157199 0.0693565645
[226,] 0.1407 0.1159296 0.0704418104
[227,] 0.1441 0.1161712 0.0716693808
[228,] 0.1443 0.1161855 0.0717415122
[229,] 0.1454 0.1162646 0.0721380791
[230,] 0.1508 0.1166594 0.0740810311
[231,] 0.1644 0.1177001 0.0789461899
[232,] 0.1793 0.1189158 0.0842300542
[233,] 0.1814 0.1190935 0.0849708636
[234,] 0.1838 0.1192984 0.0858163242
[235,] 0.1927 0.1200761 0.0889405976
[236,] 0.1978 0.1205342 0.0907231190
[237,] 0.2012 0.1208447 0.0919071158
[238,] 0.2026 0.1209737 0.0923927567
[239,] 0.2056 0.1212524 0.0934296131
[240,] 0.2087 0.1215437 0.0944955836
[241,] 0.2099 0.1216574 0.0949067308
[242,] 0.2385 0.1245094 0.1044602066
[243,] 0.2400 0.1246665 0.1049482558
[244,] 0.2620 0.1270530 0.1119573687
, , n=9
newdata fun 1der
[1,] -0.3064 0.2487097 0.3210628
[2,] -0.2579 0.2643578 0.3242217
[3,] -0.2523 0.2661745 0.3246187
[4,] -0.2394 0.2703680 0.3255323
[5,] -0.2304 0.2733006 0.3261691
[6,] -0.2187 0.2771217 0.3269960
[7,] -0.2181 0.2773179 0.3270383
[8,] -0.2102 0.2799037 0.3275961
[9,] -0.2015 0.2827564 0.3282098
[10,] -0.1881 0.2871608 0.3291540
[11,] -0.1846 0.2883132 0.3294004
[12,] -0.1842 0.2884450 0.3294286
[13,] -0.1831 0.2888074 0.3295060
[14,] -0.1807 0.2895984 0.3296749
[15,] -0.1782 0.2904229 0.3298508
[16,] -0.1754 0.2913467 0.3300477
[17,] -0.1697 0.2932291 0.3304485
[18,] -0.1683 0.2936918 0.3305469
[19,] -0.1663 0.2943531 0.3306874
[20,] -0.1512 0.2993544 0.3317476
[21,] -0.1505 0.2995867 0.3317967
[22,] -0.1419 0.3024427 0.3323997
[23,] -0.1353 0.3046381 0.3328621
[24,] -0.1337 0.3051708 0.3329742
[25,] -0.1285 0.3069032 0.3333382
[26,] -0.1247 0.3081704 0.3336042
[27,] -0.1209 0.3094386 0.3338700
[28,] -0.1167 0.3108414 0.3341639
[29,] -0.1154 0.3112759 0.3342549
[30,] -0.1141 0.3117105 0.3343459
[31,] -0.1138 0.3118108 0.3343670
[32,] -0.1124 0.3122790 0.3344651
[33,] -0.1123 0.3123124 0.3344721
[34,] -0.1121 0.3123793 0.3344861
[35,] -0.1053 0.3146555 0.3349631
[36,] -0.1039 0.3151245 0.3350615
[37,] -0.0988 0.3168342 0.3354199
[38,] -0.0984 0.3169684 0.3354481
[39,] -0.0977 0.3172032 0.3354973
[40,] -0.0955 0.3179415 0.3356521
[41,] -0.0948 0.3181764 0.3357014
[42,] -0.0923 0.3190159 0.3358775
[43,] -0.0909 0.3194862 0.3359761
[44,] -0.0902 0.3197214 0.3360254
[45,] -0.0888 0.3201919 0.3361242
[46,] -0.0871 0.3207634 0.3362441
[47,] -0.0866 0.3209316 0.3362793
[48,] -0.0807 0.3229168 0.3366959
[49,] -0.0806 0.3229505 0.3367030
[50,] -0.0707 0.3262873 0.3374034
[51,] -0.0693 0.3267598 0.3375026
[52,] -0.0680 0.3271986 0.3375948
[53,] -0.0671 0.3275024 0.3376586
[54,] -0.0648 0.3282792 0.3378217
[55,] -0.0644 0.3284144 0.3378501
[56,] -0.0637 0.3286509 0.3378998
[57,] -0.0636 0.3286847 0.3379069
[58,] -0.0606 0.3296987 0.3381209
[59,] -0.0541 0.3318980 0.3385894
[60,] -0.0537 0.3320335 0.3386185
[61,] -0.0520 0.3326092 0.3387422
[62,] -0.0518 0.3326770 0.3387567
[63,] -0.0516 0.3327447 0.3387713
[64,] -0.0514 0.3328125 0.3387859
[65,] -0.0507 0.3330497 0.3388371
[66,] -0.0468 0.3343717 0.3391233
[67,] -0.0467 0.3344056 0.3391307
[68,] -0.0465 0.3344734 0.3391454
[69,] -0.0407 0.3364417 0.3395758
[70,] -0.0378 0.3374268 0.3397929
[71,] -0.0374 0.3375627 0.3398229
[72,] -0.0365 0.3378686 0.3398906
[73,] -0.0361 0.3380045 0.3399207
[74,] -0.0358 0.3381065 0.3399433
[75,] -0.0345 0.3385485 0.3400415
[76,] -0.0339 0.3387526 0.3400869
[77,] -0.0321 0.3393648 0.3402234
[78,] -0.0306 0.3398753 0.3403371
[79,] -0.0302 0.3400114 0.3403674
[80,] -0.0293 0.3403178 0.3404355
[81,] -0.0290 0.3404199 0.3404582
[82,] -0.0262 0.3413735 0.3406694
[83,] -0.0261 0.3414075 0.3406770
[84,] -0.0254 0.3416460 0.3407296
[85,] -0.0244 0.3419868 0.3408048
[86,] -0.0243 0.3420209 0.3408123
[87,] -0.0240 0.3421231 0.3408349
[88,] -0.0206 0.3432824 0.3410896
[89,] -0.0195 0.3436576 0.3411718
[90,] -0.0193 0.3437259 0.3411867
[91,] -0.0191 0.3437941 0.3412016
[92,] -0.0190 0.3438282 0.3412091
[93,] -0.0186 0.3439647 0.3412389
[94,] -0.0153 0.3450912 0.3414844
[95,] -0.0148 0.3452620 0.3415215
[96,] -0.0142 0.3454669 0.3415660
[97,] -0.0117 0.3463210 0.3417510
[98,] -0.0109 0.3465945 0.3418101
[99,] -0.0096 0.3470389 0.3419059
[100,] -0.0088 0.3473124 0.3419648
[101,] -0.0078 0.3476544 0.3420383
[102,] -0.0075 0.3477570 0.3420604
[103,] -0.0073 0.3478255 0.3420751
[104,] -0.0064 0.3481334 0.3421411
[105,] -0.0060 0.3482702 0.3421704
[106,] -0.0052 0.3485440 0.3422290
[107,] -0.0048 0.3486809 0.3422583
[108,] -0.0039 0.3489889 0.3423242
[109,] -0.0024 0.3495025 0.3424337
[110,] -0.0014 0.3498450 0.3425066
[111,] -0.0006 0.3501190 0.3425648
[112,] -0.0001 0.3502903 0.3426012
[113,] 0.0021 0.3510442 0.3427609
[114,] 0.0044 0.3518327 0.3429274
[115,] 0.0056 0.3522443 0.3430141
[116,] 0.0064 0.3525187 0.3430717
[117,] 0.0072 0.3527932 0.3431294
[118,] 0.0080 0.3530677 0.3431869
[119,] 0.0084 0.3532050 0.3432157
[120,] 0.0085 0.3532393 0.3432229
[121,] 0.0099 0.3537199 0.3433234
[122,] 0.0107 0.3539946 0.3433807
[123,] 0.0137 0.3550251 0.3435952
[124,] 0.0159 0.3557812 0.3437519
[125,] 0.0160 0.3558155 0.3437590
[126,] 0.0164 0.3559530 0.3437875
[127,] 0.0170 0.3561593 0.3438301
[128,] 0.0183 0.3566064 0.3439223
[129,] 0.0189 0.3568127 0.3439648
[130,] 0.0190 0.3568471 0.3439719
[131,] 0.0196 0.3570535 0.3440144
[132,] 0.0197 0.3570879 0.3440215
[133,] 0.0207 0.3574320 0.3440922
[134,] 0.0211 0.3575696 0.3441204
[135,] 0.0215 0.3577073 0.3441486
[136,] 0.0224 0.3580170 0.3442121
[137,] 0.0225 0.3580515 0.3442192
[138,] 0.0230 0.3582236 0.3442544
[139,] 0.0233 0.3583269 0.3442755
[140,] 0.0240 0.3585679 0.3443248
[141,] 0.0248 0.3588434 0.3443810
[142,] 0.0250 0.3589122 0.3443950
[143,] 0.0267 0.3594978 0.3445143
[144,] 0.0286 0.3601525 0.3446472
[145,] 0.0293 0.3603938 0.3446960
[146,] 0.0308 0.3609109 0.3448006
[147,] 0.0312 0.3610488 0.3448285
[148,] 0.0316 0.3611868 0.3448563
[149,] 0.0326 0.3615317 0.3449258
[150,] 0.0332 0.3617386 0.3449675
[151,] 0.0339 0.3619801 0.3450160
[152,] 0.0350 0.3623597 0.3450922
[153,] 0.0382 0.3634643 0.3453133
[154,] 0.0396 0.3639478 0.3454096
[155,] 0.0398 0.3640169 0.3454234
[156,] 0.0413 0.3645351 0.3455264
[157,] 0.0415 0.3646042 0.3455401
[158,] 0.0421 0.3648116 0.3455812
[159,] 0.0441 0.3655029 0.3457181
[160,] 0.0443 0.3655720 0.3457317
[161,] 0.0455 0.3659869 0.3458136
[162,] 0.0467 0.3664020 0.3458954
[163,] 0.0468 0.3664366 0.3459022
[164,] 0.0470 0.3665057 0.3459158
[165,] 0.0476 0.3667133 0.3459566
[166,] 0.0491 0.3672323 0.3460584
[167,] 0.0507 0.3677861 0.3461668
[168,] 0.0512 0.3679592 0.3462006
[169,] 0.0525 0.3684093 0.3462884
[170,] 0.0531 0.3686171 0.3463289
[171,] 0.0544 0.3690674 0.3464165
[172,] 0.0546 0.3691367 0.3464299
[173,] 0.0564 0.3697603 0.3465509
[174,] 0.0579 0.3702802 0.3466514
[175,] 0.0623 0.3718062 0.3469450
[176,] 0.0628 0.3719796 0.3469782
[177,] 0.0631 0.3720837 0.3469982
[178,] 0.0648 0.3726737 0.3471110
[179,] 0.0669 0.3734028 0.3472499
[180,] 0.0672 0.3735070 0.3472697
[181,] 0.0680 0.3737848 0.3473225
[182,] 0.0693 0.3742364 0.3474081
[183,] 0.0694 0.3742711 0.3474147
[184,] 0.0702 0.3745491 0.3474673
[185,] 0.0747 0.3761134 0.3477621
[186,] 0.0750 0.3762177 0.3477816
[187,] 0.0770 0.3769134 0.3479119
[188,] 0.0783 0.3773657 0.3479964
[189,] 0.0790 0.3776093 0.3480418
[190,] 0.0807 0.3782011 0.3481519
[191,] 0.0814 0.3784448 0.3481972
[192,] 0.0827 0.3788975 0.3482811
[193,] 0.0829 0.3789672 0.3482940
[194,] 0.0835 0.3791762 0.3483326
[195,] 0.0850 0.3796987 0.3484291
[196,] 0.0871 0.3804306 0.3485638
[197,] 0.0879 0.3807095 0.3486150
[198,] 0.0880 0.3807443 0.3486214
[199,] 0.0913 0.3818951 0.3488319
[200,] 0.0935 0.3826627 0.3489717
[201,] 0.0962 0.3836052 0.3491425
[202,] 0.1000 0.3849324 0.3493817
[203,] 0.1011 0.3853167 0.3494507
[204,] 0.1013 0.3853866 0.3494632
[205,] 0.1025 0.3858060 0.3495383
[206,] 0.1058 0.3869598 0.3497440
[207,] 0.1065 0.3872047 0.3497875
[208,] 0.1086 0.3879394 0.3499178
[209,] 0.1109 0.3887443 0.3500599
[210,] 0.1110 0.3887793 0.3500660
[211,] 0.1121 0.3891644 0.3501338
[212,] 0.1123 0.3892345 0.3501461
[213,] 0.1130 0.3894796 0.3501892
[214,] 0.1131 0.3895146 0.3501953
[215,] 0.1146 0.3900400 0.3502874
[216,] 0.1150 0.3901801 0.3503119
[217,] 0.1242 0.3934055 0.3508713
[218,] 0.1246 0.3935459 0.3508955
[219,] 0.1288 0.3950202 0.3511479
[220,] 0.1304 0.3955821 0.3512436
[221,] 0.1330 0.3964955 0.3513986
[222,] 0.1331 0.3965307 0.3514045
[223,] 0.1351 0.3972336 0.3515233
[224,] 0.1361 0.3975852 0.3515825
[225,] 0.1377 0.3981478 0.3516770
[226,] 0.1407 0.3992031 0.3518536
[227,] 0.1441 0.4003997 0.3520527
[228,] 0.1443 0.4004701 0.3520643
[229,] 0.1454 0.4008574 0.3521285
[230,] 0.1508 0.4027598 0.3524415
[231,] 0.1644 0.4075583 0.3532171
[232,] 0.1793 0.4128274 0.3540457
[233,] 0.1814 0.4135710 0.3541608
[234,] 0.1838 0.4144211 0.3542917
[235,] 0.1927 0.4175765 0.3547721
[236,] 0.1978 0.4193865 0.3550438
[237,] 0.2012 0.4205940 0.3552236
[238,] 0.2026 0.4210913 0.3552972
[239,] 0.2056 0.4221575 0.3554545
[240,] 0.2087 0.4232596 0.3556160
[241,] 0.2099 0.4236864 0.3556782
[242,] 0.2385 0.4338796 0.3571198
[243,] 0.2400 0.4344153 0.3571932
[244,] 0.2620 0.4422852 0.3582435
, , n=13
newdata fun 1der
[1,] -0.3064 0.2978892 -0.21583758
[2,] -0.2579 0.2877404 -0.20257319
[3,] -0.2523 0.2866103 -0.20100311
[4,] -0.2394 0.2840409 -0.19735597
[5,] -0.2304 0.2822762 -0.19478639
[6,] -0.2187 0.2800169 -0.19141514
[7,] -0.2181 0.2799021 -0.19124132
[8,] -0.2102 0.2784004 -0.18894411
[9,] -0.2015 0.2767676 -0.18639591
[10,] -0.1881 0.2742964 -0.18243542
[11,] -0.1846 0.2736597 -0.18139516
[12,] -0.1842 0.2735872 -0.18127613
[13,] -0.1831 0.2733880 -0.18094864
[14,] -0.1807 0.2729545 -0.18023333
[15,] -0.1782 0.2725049 -0.17948708
[16,] -0.1754 0.2720035 -0.17864989
[17,] -0.1697 0.2709901 -0.17694111
[18,] -0.1683 0.2707426 -0.17652048
[19,] -0.1663 0.2703902 -0.17591896
[20,] -0.1512 0.2677682 -0.17135338
[21,] -0.1505 0.2676484 -0.17114070
[22,] -0.1419 0.2661878 -0.16852042
[23,] -0.1353 0.2650822 -0.16650490
[24,] -0.1337 0.2648162 -0.16601617
[25,] -0.1285 0.2639571 -0.16442746
[26,] -0.1247 0.2633344 -0.16326616
[27,] -0.1209 0.2627162 -0.16210459
[28,] -0.1167 0.2620381 -0.16082044
[29,] -0.1154 0.2618293 -0.16042290
[30,] -0.1141 0.2616210 -0.16002533
[31,] -0.1138 0.2615730 -0.15993358
[32,] -0.1124 0.2613494 -0.15950538
[33,] -0.1123 0.2613334 -0.15947480
[34,] -0.1121 0.2613015 -0.15941362
[35,] -0.1053 0.2602246 -0.15733325
[36,] -0.1039 0.2600046 -0.15690484
[37,] -0.0988 0.2592084 -0.15534386
[38,] -0.0984 0.2591463 -0.15522141
[39,] -0.0977 0.2590377 -0.15500712
[40,] -0.0955 0.2586974 -0.15433357
[41,] -0.0948 0.2585895 -0.15411924
[42,] -0.0923 0.2582051 -0.15335369
[43,] -0.0909 0.2579907 -0.15292494
[44,] -0.0902 0.2578838 -0.15271055
[45,] -0.0888 0.2576703 -0.15228174
[46,] -0.0871 0.2574118 -0.15176099
[47,] -0.0866 0.2573360 -0.15160782
[48,] -0.0807 0.2564468 -0.14980005
[49,] -0.0806 0.2564319 -0.14976941
[50,] -0.0707 0.2549642 -0.14673457
[51,] -0.0693 0.2547590 -0.14630525
[52,] -0.0680 0.2545691 -0.14590657
[53,] -0.0671 0.2544379 -0.14563054
[54,] -0.0648 0.2541038 -0.14492506
[55,] -0.0644 0.2540458 -0.14480236
[56,] -0.0637 0.2539445 -0.14458763
[57,] -0.0636 0.2539301 -0.14455695
[58,] -0.0606 0.2534978 -0.14363655
[59,] -0.0541 0.2525706 -0.14164177
[60,] -0.0537 0.2525140 -0.14151899
[61,] -0.0520 0.2522739 -0.14099714
[62,] -0.0518 0.2522457 -0.14093574
[63,] -0.0516 0.2522175 -0.14087434
[64,] -0.0514 0.2521893 -0.14081294
[65,] -0.0507 0.2520908 -0.14059804
[66,] -0.0468 0.2515448 -0.13940055
[67,] -0.0467 0.2515309 -0.13936985
[68,] -0.0465 0.2515030 -0.13930843
[69,] -0.0407 0.2507002 -0.13752700
[70,] -0.0378 0.2503027 -0.13663605
[71,] -0.0374 0.2502480 -0.13651314
[72,] -0.0365 0.2501253 -0.13623660
[73,] -0.0361 0.2500708 -0.13611369
[74,] -0.0358 0.2500300 -0.13602151
[75,] -0.0345 0.2498534 -0.13562202
[76,] -0.0339 0.2497721 -0.13543763
[77,] -0.0321 0.2495288 -0.13488441
[78,] -0.0306 0.2493269 -0.13442336
[79,] -0.0302 0.2492731 -0.13430040
[80,] -0.0293 0.2491524 -0.13402374
[81,] -0.0290 0.2491122 -0.13393152
[82,] -0.0262 0.2487384 -0.13307069
[83,] -0.0261 0.2487251 -0.13303994
[84,] -0.0254 0.2486320 -0.13282471
[85,] -0.0244 0.2484993 -0.13251722
[86,] -0.0243 0.2484861 -0.13248647
[87,] -0.0240 0.2484464 -0.13239422
[88,] -0.0206 0.2479980 -0.13134859
[89,] -0.0195 0.2478537 -0.13101025
[90,] -0.0193 0.2478275 -0.13094873
[91,] -0.0191 0.2478013 -0.13088721
[92,] -0.0190 0.2477882 -0.13085645
[93,] -0.0186 0.2477359 -0.13073341
[94,] -0.0153 0.2473062 -0.12971821
[95,] -0.0148 0.2472413 -0.12956437
[96,] -0.0142 0.2471637 -0.12937976
[97,] -0.0117 0.2468412 -0.12861048
[98,] -0.0109 0.2467384 -0.12836429
[99,] -0.0096 0.2465718 -0.12796420
[100,] -0.0088 0.2464695 -0.12771797
[101,] -0.0078 0.2463419 -0.12741017
[102,] -0.0075 0.2463037 -0.12731783
[103,] -0.0073 0.2462783 -0.12725627
[104,] -0.0064 0.2461639 -0.12697923
[105,] -0.0060 0.2461131 -0.12685609
[106,] -0.0052 0.2460117 -0.12660981
[107,] -0.0048 0.2459611 -0.12648667
[108,] -0.0039 0.2458474 -0.12620959
[109,] -0.0024 0.2456584 -0.12574775
[110,] -0.0014 0.2455328 -0.12543983
[111,] -0.0006 0.2454326 -0.12519348
[112,] -0.0001 0.2453700 -0.12503951
[113,] 0.0021 0.2450957 -0.12436198
[114,] 0.0044 0.2448104 -0.12365355
[115,] 0.0056 0.2446623 -0.12328389
[116,] 0.0064 0.2445638 -0.12303744
[117,] 0.0072 0.2444654 -0.12279098
[118,] 0.0080 0.2443673 -0.12254451
[119,] 0.0084 0.2443183 -0.12242127
[120,] 0.0085 0.2443061 -0.12239046
[121,] 0.0099 0.2441350 -0.12195908
[122,] 0.0107 0.2440375 -0.12171257
[123,] 0.0137 0.2436738 -0.12078804
[124,] 0.0159 0.2434088 -0.12010994
[125,] 0.0160 0.2433968 -0.12007911
[126,] 0.0164 0.2433488 -0.11995581
[127,] 0.0170 0.2432769 -0.11977086
[128,] 0.0183 0.2431214 -0.11937009
[129,] 0.0189 0.2430499 -0.11918512
[130,] 0.0190 0.2430379 -0.11915429
[131,] 0.0196 0.2429665 -0.11896930
[132,] 0.0197 0.2429546 -0.11893847
[133,] 0.0207 0.2428358 -0.11863014
[134,] 0.0211 0.2427884 -0.11850681
[135,] 0.0215 0.2427410 -0.11838347
[136,] 0.0224 0.2426346 -0.11810599
[137,] 0.0225 0.2426228 -0.11807517
[138,] 0.0230 0.2425638 -0.11792117
[139,] 0.0233 0.2425284 -0.11782881
[140,] 0.0240 0.2424460 -0.11761347
[141,] 0.0248 0.2423520 -0.11736763
[142,] 0.0250 0.2423286 -0.11730621
[143,] 0.0267 0.2421296 -0.11678485
[144,] 0.0286 0.2419082 -0.11620364
[145,] 0.0293 0.2418270 -0.11598990
[146,] 0.0308 0.2416533 -0.11553260
[147,] 0.0312 0.2416071 -0.11541081
[148,] 0.0316 0.2415610 -0.11528910
[149,] 0.0326 0.2414459 -0.11498512
[150,] 0.0332 0.2413769 -0.11480294
[151,] 0.0339 0.2412966 -0.11459059
[152,] 0.0350 0.2411708 -0.11425732
[153,] 0.0382 0.2408067 -0.11329079
[154,] 0.0396 0.2406484 -0.11286933
[155,] 0.0398 0.2406258 -0.11280919
[156,] 0.0413 0.2404570 -0.11235869
[157,] 0.0415 0.2404345 -0.11229869
[158,] 0.0421 0.2403672 -0.11211881
[159,] 0.0441 0.2401435 -0.11152035
[160,] 0.0443 0.2401212 -0.11146059
[161,] 0.0455 0.2399877 -0.11110245
[162,] 0.0467 0.2398546 -0.11074492
[163,] 0.0468 0.2398435 -0.11071515
[164,] 0.0470 0.2398214 -0.11065563
[165,] 0.0476 0.2397550 -0.11047718
[166,] 0.0491 0.2395896 -0.11003173
[167,] 0.0507 0.2394140 -0.10955765
[168,] 0.0512 0.2393592 -0.10940973
[169,] 0.0525 0.2392172 -0.10902563
[170,] 0.0531 0.2391519 -0.10884860
[171,] 0.0544 0.2390106 -0.10846558
[172,] 0.0546 0.2389889 -0.10840671
[173,] 0.0564 0.2387943 -0.10787773
[174,] 0.0579 0.2386328 -0.10743797
[175,] 0.0623 0.2381629 -0.10615363
[176,] 0.0628 0.2381099 -0.10600821
[177,] 0.0631 0.2380781 -0.10592101
[178,] 0.0648 0.2378984 -0.10542761
[179,] 0.0669 0.2376777 -0.10481984
[180,] 0.0672 0.2376462 -0.10473317
[181,] 0.0680 0.2375625 -0.10450224
[182,] 0.0693 0.2374269 -0.10412757
[183,] 0.0694 0.2374165 -0.10409878
[184,] 0.0702 0.2373333 -0.10386862
[185,] 0.0747 0.2368688 -0.10257907
[186,] 0.0750 0.2368381 -0.10249341
[187,] 0.0770 0.2366337 -0.10192335
[188,] 0.0783 0.2365014 -0.10155373
[189,] 0.0790 0.2364304 -0.10135501
[190,] 0.0807 0.2362585 -0.10087327
[191,] 0.0814 0.2361879 -0.10067528
[192,] 0.0827 0.2360573 -0.10030813
[193,] 0.0829 0.2360372 -0.10025171
[194,] 0.0835 0.2359771 -0.10008255
[195,] 0.0850 0.2358273 -0.09966034
[196,] 0.0871 0.2356187 -0.09907088
[197,] 0.0879 0.2355395 -0.09884683
[198,] 0.0880 0.2355296 -0.09881884
[199,] 0.0913 0.2352050 -0.09789767
[200,] 0.0935 0.2349903 -0.09728617
[201,] 0.0962 0.2347287 -0.09653855
[202,] 0.1000 0.2343638 -0.09549167
[203,] 0.1011 0.2342589 -0.09518979
[204,] 0.1013 0.2342399 -0.09513496
[205,] 0.1025 0.2341259 -0.09480634
[206,] 0.1058 0.2338146 -0.09390582
[207,] 0.1065 0.2337489 -0.09371541
[208,] 0.1086 0.2335527 -0.09314544
[209,] 0.1109 0.2333392 -0.09252337
[210,] 0.1110 0.2333299 -0.09249637
[211,] 0.1121 0.2332283 -0.09219972
[212,] 0.1123 0.2332099 -0.09214583
[213,] 0.1130 0.2331455 -0.09195738
[214,] 0.1131 0.2331363 -0.09193048
[215,] 0.1146 0.2329987 -0.09152744
[216,] 0.1150 0.2329621 -0.09142013
[217,] 0.1242 0.2321323 -0.08897992
[218,] 0.1246 0.2320967 -0.08887504
[219,] 0.1288 0.2317258 -0.08777991
[220,] 0.1304 0.2315856 -0.08736565
[221,] 0.1330 0.2313594 -0.08669595
[222,] 0.1331 0.2313507 -0.08667027
[223,] 0.1351 0.2311779 -0.08615815
[224,] 0.1361 0.2310918 -0.08590304
[225,] 0.1377 0.2309547 -0.08549618
[226,] 0.1407 0.2306994 -0.08473769
[227,] 0.1441 0.2304127 -0.08388477
[228,] 0.1443 0.2303959 -0.08383480
[229,] 0.1454 0.2303039 -0.08356038
[230,] 0.1508 0.2298563 -0.08222301
[231,] 0.1644 0.2287606 -0.07892697
[232,] 0.1793 0.2276107 -0.07543443
[233,] 0.1814 0.2274528 -0.07495217
[234,] 0.1838 0.2272736 -0.07440402
[235,] 0.1927 0.2266203 -0.07239938
[236,] 0.1978 0.2262540 -0.07127059
[237,] 0.2012 0.2260129 -0.07052613
[238,] 0.2026 0.2259144 -0.07022147
[239,] 0.2056 0.2257047 -0.06957230
[240,] 0.2087 0.2254901 -0.06890678
[241,] 0.2099 0.2254076 -0.06865059
[242,] 0.2385 0.2235291 -0.06278288
[243,] 0.2400 0.2234352 -0.06248774
[244,] 0.2620 0.2221070 -0.05830336
, , n=20
newdata fun 1der
[1,] -0.3064 0.5163023 0.09064684
[2,] -0.2579 0.5210855 0.10661780
[3,] -0.2523 0.5216877 0.10846448
[4,] -0.2394 0.5231143 0.11270648
[5,] -0.2304 0.5241419 0.11565613
[6,] -0.2187 0.5255175 0.11947723
[7,] -0.2181 0.5255892 0.11967269
[8,] -0.2102 0.5265448 0.12224179
[9,] -0.2015 0.5276206 0.12506133
[10,] -0.1881 0.5293254 0.12938414
[11,] -0.1846 0.5297802 0.13050925
[12,] -0.1842 0.5298324 0.13063773
[13,] -0.1831 0.5299763 0.13099093
[14,] -0.1807 0.5302916 0.13176100
[15,] -0.1782 0.5306220 0.13256233
[16,] -0.1754 0.5309945 0.13345882
[17,] -0.1697 0.5317604 0.13528056
[18,] -0.1683 0.5319501 0.13572734
[19,] -0.1663 0.5322222 0.13636513
[20,] -0.1512 0.5343175 0.14116309
[21,] -0.1505 0.5344164 0.14138477
[22,] -0.1419 0.5356440 0.14410286
[23,] -0.1353 0.5366020 0.14618209
[24,] -0.1337 0.5368363 0.14668526
[25,] -0.1285 0.5376033 0.14831819
[26,] -0.1247 0.5381692 0.14950918
[27,] -0.1209 0.5387396 0.15069823
[28,] -0.1167 0.5393752 0.15201018
[29,] -0.1154 0.5395731 0.15241578
[30,] -0.1141 0.5397715 0.15282115
[31,] -0.1138 0.5398174 0.15291466
[32,] -0.1124 0.5400318 0.15335090
[33,] -0.1123 0.5400471 0.15338206
[34,] -0.1121 0.5400778 0.15344435
[35,] -0.1053 0.5411284 0.15555922
[36,] -0.1039 0.5413465 0.15599386
[37,] -0.0988 0.5421461 0.15757497
[38,] -0.0984 0.5422091 0.15769883
[39,] -0.0977 0.5423196 0.15791553
[40,] -0.0955 0.5426678 0.15859617
[41,] -0.0948 0.5427789 0.15881260
[42,] -0.0923 0.5431769 0.15958503
[43,] -0.0909 0.5434006 0.16001722
[44,] -0.0902 0.5435127 0.16023321
[45,] -0.0888 0.5437373 0.16066501
[46,] -0.0871 0.5440109 0.16118898
[47,] -0.0866 0.5440915 0.16134302
[48,] -0.0807 0.5450488 0.16315808
[49,] -0.0806 0.5450651 0.16318881
[50,] -0.0707 0.5466957 0.16622377
[51,] -0.0693 0.5469287 0.16665189
[52,] -0.0680 0.5471456 0.16704920
[53,] -0.0671 0.5472961 0.16732412
[54,] -0.0648 0.5476818 0.16802621
[55,] -0.0644 0.5477490 0.16814824
[56,] -0.0637 0.5478668 0.16836174
[57,] -0.0636 0.5478836 0.16839223
[58,] -0.0606 0.5483902 0.16930645
[59,] -0.0541 0.5494971 0.17128309
[60,] -0.0537 0.5495656 0.17140455
[61,] -0.0520 0.5498574 0.17192048
[62,] -0.0518 0.5498918 0.17198116
[63,] -0.0516 0.5499262 0.17204183
[64,] -0.0514 0.5499606 0.17210249
[65,] -0.0507 0.5500812 0.17231476
[66,] -0.0468 0.5507555 0.17349624
[67,] -0.0467 0.5507729 0.17352650
[68,] -0.0465 0.5508076 0.17358703
[69,] -0.0407 0.5518195 0.17534007
[70,] -0.0378 0.5523292 0.17621490
[71,] -0.0374 0.5523997 0.17633547
[72,] -0.0365 0.5525586 0.17660669
[73,] -0.0361 0.5526292 0.17672720
[74,] -0.0358 0.5526823 0.17681756
[75,] -0.0345 0.5529124 0.17720901
[76,] -0.0339 0.5530188 0.17738960
[77,] -0.0321 0.5533385 0.17793108
[78,] -0.0306 0.5536058 0.17838197
[79,] -0.0302 0.5536772 0.17850216
[80,] -0.0293 0.5538379 0.17877251
[81,] -0.0290 0.5538916 0.17886260
[82,] -0.0262 0.5543936 0.17970287
[83,] -0.0261 0.5544115 0.17973286
[84,] -0.0254 0.5545374 0.17994275
[85,] -0.0244 0.5547175 0.18024248
[86,] -0.0243 0.5547355 0.18027245
[87,] -0.0240 0.5547896 0.18036234
[88,] -0.0206 0.5554046 0.18138023
[89,] -0.0195 0.5556043 0.18170922
[90,] -0.0193 0.5556407 0.18176902
[91,] -0.0191 0.5556770 0.18182881
[92,] -0.0190 0.5556952 0.18185871
[93,] -0.0186 0.5557680 0.18197827
[94,] -0.0153 0.5563701 0.18296385
[95,] -0.0148 0.5564616 0.18311306
[96,] -0.0142 0.5565716 0.18329205
[97,] -0.0117 0.5570307 0.18403736
[98,] -0.0109 0.5571780 0.18427568
[99,] -0.0096 0.5574179 0.18466277
[100,] -0.0088 0.5575657 0.18490087
[101,] -0.0078 0.5577507 0.18519836
[102,] -0.0075 0.5578063 0.18528759
[103,] -0.0073 0.5578434 0.18534706
[104,] -0.0064 0.5580103 0.18561463
[105,] -0.0060 0.5580846 0.18573352
[106,] -0.0052 0.5582333 0.18597123
[107,] -0.0048 0.5583077 0.18609005
[108,] -0.0039 0.5584753 0.18635732
[109,] -0.0024 0.5587551 0.18680252
[110,] -0.0014 0.5589421 0.18709916
[111,] -0.0006 0.5590919 0.18733637
[112,] -0.0001 0.5591856 0.18748459
[113,] 0.0021 0.5595987 0.18813633
[114,] 0.0044 0.5600322 0.18881700
[115,] 0.0056 0.5602590 0.18917185
[116,] 0.0064 0.5604105 0.18940830
[117,] 0.0072 0.5605621 0.18964468
[118,] 0.0080 0.5607139 0.18988096
[119,] 0.0084 0.5607899 0.18999907
[120,] 0.0085 0.5608089 0.19002860
[121,] 0.0099 0.5610752 0.19044180
[122,] 0.0107 0.5612277 0.19067779
[123,] 0.0137 0.5618010 0.19156201
[124,] 0.0159 0.5622232 0.19220966
[125,] 0.0160 0.5622424 0.19223908
[126,] 0.0164 0.5623193 0.19235676
[127,] 0.0170 0.5624348 0.19253324
[128,] 0.0183 0.5626853 0.19291545
[129,] 0.0189 0.5628011 0.19309178
[130,] 0.0190 0.5628204 0.19312116
[131,] 0.0196 0.5629364 0.19329743
[132,] 0.0197 0.5629557 0.19332680
[133,] 0.0207 0.5631492 0.19362046
[134,] 0.0211 0.5632266 0.19373789
[135,] 0.0215 0.5633041 0.19385530
[136,] 0.0224 0.5634787 0.19411938
[137,] 0.0225 0.5634982 0.19414872
[138,] 0.0230 0.5635953 0.19429538
[139,] 0.0233 0.5636536 0.19438336
[140,] 0.0240 0.5637897 0.19458859
[141,] 0.0248 0.5639455 0.19482307
[142,] 0.0250 0.5639844 0.19488168
[143,] 0.0267 0.5643162 0.19537961
[144,] 0.0286 0.5646879 0.19593566
[145,] 0.0293 0.5648251 0.19614040
[146,] 0.0308 0.5651197 0.19657890
[147,] 0.0312 0.5651983 0.19669579
[148,] 0.0316 0.5652770 0.19681265
[149,] 0.0326 0.5654740 0.19710471
[150,] 0.0332 0.5655923 0.19727988
[151,] 0.0339 0.5657305 0.19748419
[152,] 0.0350 0.5659479 0.19780510
[153,] 0.0382 0.5665824 0.19873776
[154,] 0.0396 0.5668609 0.19914536
[155,] 0.0398 0.5669007 0.19920357
[156,] 0.0413 0.5671998 0.19963995
[157,] 0.0415 0.5672398 0.19969812
[158,] 0.0421 0.5673596 0.19987257
[159,] 0.0441 0.5677600 0.20045373
[160,] 0.0443 0.5678001 0.20051181
[161,] 0.0455 0.5680409 0.20086022
[162,] 0.0467 0.5682821 0.20120843
[163,] 0.0468 0.5683023 0.20123744
[164,] 0.0470 0.5683425 0.20129545
[165,] 0.0476 0.5684633 0.20146946
[166,] 0.0491 0.5687659 0.20190427
[167,] 0.0507 0.5690893 0.20236773
[168,] 0.0512 0.5691905 0.20251250
[169,] 0.0525 0.5694540 0.20288872
[170,] 0.0531 0.5695758 0.20306228
[171,] 0.0544 0.5698400 0.20343817
[172,] 0.0546 0.5698807 0.20349598
[173,] 0.0564 0.5702475 0.20401602
[174,] 0.0579 0.5705538 0.20444906
[175,] 0.0623 0.5714562 0.20571754
[176,] 0.0628 0.5715591 0.20586152
[177,] 0.0631 0.5716209 0.20594789
[178,] 0.0648 0.5719714 0.20643711
[179,] 0.0669 0.5724055 0.20704090
[180,] 0.0672 0.5724677 0.20712710
[181,] 0.0680 0.5726335 0.20735693
[182,] 0.0693 0.5729033 0.20773021
[183,] 0.0694 0.5729240 0.20775892
[184,] 0.0702 0.5730903 0.20798851
[185,] 0.0747 0.5740292 0.20927834
[186,] 0.0750 0.5740920 0.20936423
[187,] 0.0770 0.5745113 0.20993653
[188,] 0.0783 0.5747844 0.21030824
[189,] 0.0790 0.5749317 0.21050830
[190,] 0.0807 0.5752900 0.21099388
[191,] 0.0814 0.5754378 0.21119371
[192,] 0.0827 0.5757126 0.21156465
[193,] 0.0829 0.5757549 0.21162169
[194,] 0.0835 0.5758819 0.21179280
[195,] 0.0850 0.5761999 0.21222037
[196,] 0.0871 0.5766462 0.21281844
[197,] 0.0879 0.5768166 0.21304613
[198,] 0.0880 0.5768379 0.21307458
[199,] 0.0913 0.5775426 0.21401282
[200,] 0.0935 0.5780141 0.21463750
[201,] 0.0962 0.5785946 0.21540326
[202,] 0.1000 0.5794152 0.21647933
[203,] 0.1011 0.5796535 0.21679047
[204,] 0.1013 0.5796969 0.21684702
[205,] 0.1025 0.5799573 0.21718622
[206,] 0.1058 0.5806755 0.21811802
[207,] 0.1065 0.5808283 0.21831548
[208,] 0.1086 0.5812874 0.21890748
[209,] 0.1109 0.5817916 0.21955519
[210,] 0.1110 0.5818136 0.21958333
[211,] 0.1121 0.5820553 0.21989283
[212,] 0.1123 0.5820993 0.21994909
[213,] 0.1130 0.5822533 0.22014594
[214,] 0.1131 0.5822753 0.22017406
[215,] 0.1146 0.5826059 0.22059565
[216,] 0.1150 0.5826942 0.22070802
[217,] 0.1242 0.5847365 0.22328663
[218,] 0.1246 0.5848259 0.22339849
[219,] 0.1288 0.5857666 0.22457166
[220,] 0.1304 0.5861263 0.22501797
[221,] 0.1330 0.5867123 0.22574247
[222,] 0.1331 0.5867348 0.22577032
[223,] 0.1351 0.5871869 0.22632698
[224,] 0.1361 0.5874134 0.22660511
[225,] 0.1377 0.5877763 0.22704984
[226,] 0.1407 0.5884587 0.22788278
[227,] 0.1441 0.5892351 0.22882531
[228,] 0.1443 0.5892809 0.22888071
[229,] 0.1454 0.5895328 0.22918528
[230,] 0.1508 0.5907745 0.23067810
[231,] 0.1644 0.5939372 0.23442041
[232,] 0.1793 0.5974604 0.23849186
[233,] 0.1814 0.5979618 0.23906328
[234,] 0.1838 0.5985364 0.23971562
[235,] 0.1927 0.6006806 0.24212791
[236,] 0.1978 0.6019190 0.24350544
[237,] 0.2012 0.6027484 0.24442184
[238,] 0.2026 0.6030909 0.24479873
[239,] 0.2056 0.6038265 0.24560546
[240,] 0.2087 0.6045892 0.24643782
[241,] 0.2099 0.6048851 0.24675967
[242,] 0.2385 0.6120515 0.25437317
[243,] 0.2400 0.6124334 0.25476944
[244,] 0.2620 0.6181020 0.26054662
, , n=30
newdata fun 1der
[1,] -0.3064 0.3485265 -0.2797847210
[2,] -0.2579 0.3356609 -0.2505772122
[3,] -0.2523 0.3342673 -0.2471363987
[4,] -0.2394 0.3311307 -0.2391563584
[5,] -0.2304 0.3290035 -0.2335443886
[6,] -0.2187 0.3263140 -0.2261941479
[7,] -0.2181 0.3261783 -0.2258155463
[8,] -0.2102 0.3244141 -0.2208154643
[9,] -0.2015 0.3225171 -0.2152764388
[10,] -0.1881 0.3196899 -0.2066782058
[11,] -0.1846 0.3189705 -0.2044190443
[12,] -0.1842 0.3188888 -0.2041605022
[13,] -0.1831 0.3186646 -0.2034491389
[14,] -0.1807 0.3181782 -0.2018951770
[15,] -0.1782 0.3176755 -0.2002737010
[16,] -0.1754 0.3171173 -0.1984542974
[17,] -0.1697 0.3159966 -0.1947395728
[18,] -0.1683 0.3157247 -0.1938249402
[19,] -0.1663 0.3153383 -0.1925167868
[20,] -0.1512 0.3125062 -0.1825819322
[21,] -0.1505 0.3123785 -0.1821188789
[22,] -0.1419 0.3108368 -0.1764118821
[23,] -0.1353 0.3096870 -0.1720094442
[24,] -0.1337 0.3094127 -0.1709392244
[25,] -0.1285 0.3085329 -0.1674530268
[26,] -0.1247 0.3079014 -0.1648976994
[27,] -0.1209 0.3072796 -0.1623358516
[28,] -0.1167 0.3066038 -0.1594967498
[29,] -0.1154 0.3063970 -0.1586163659
[30,] -0.1141 0.3061914 -0.1577352188
[31,] -0.1138 0.3061441 -0.1575317689
[32,] -0.1124 0.3059242 -0.1565817982
[33,] -0.1123 0.3059086 -0.1565139093
[34,] -0.1121 0.3058773 -0.1563781179
[35,] -0.1053 0.3048296 -0.1517504647
[36,] -0.1039 0.3046178 -0.1507951207
[37,] -0.0988 0.3038577 -0.1473074545
[38,] -0.0984 0.3037988 -0.1470334154
[39,] -0.0977 0.3036960 -0.1465536730
[40,] -0.0955 0.3033753 -0.1450444709
[41,] -0.0948 0.3032739 -0.1445638120
[42,] -0.0923 0.3029147 -0.1428453666
[43,] -0.0909 0.3027154 -0.1418818044
[44,] -0.0902 0.3026162 -0.1413996915
[45,] -0.0888 0.3024189 -0.1404348018
[46,] -0.0871 0.3021812 -0.1392619602
[47,] -0.0866 0.3021116 -0.1389167584
[48,] -0.0807 0.3013041 -0.1348348525
[49,] -0.0806 0.3012906 -0.1347655322
[50,] -0.0707 0.2999904 -0.1278804700
[51,] -0.0693 0.2998121 -0.1269032531
[52,] -0.0680 0.2996477 -0.1259950450
[53,] -0.0671 0.2995346 -0.1253658385
[54,] -0.0648 0.2992481 -0.1237562046
[55,] -0.0644 0.2991987 -0.1234760244
[56,] -0.0637 0.2991124 -0.1229855353
[57,] -0.0636 0.2991001 -0.1229154474
[58,] -0.0606 0.2987345 -0.1208107096
[59,] -0.0541 0.2979641 -0.1162365029
[60,] -0.0537 0.2979177 -0.1159543901
[61,] -0.0520 0.2977216 -0.1147546048
[62,] -0.0518 0.2976986 -0.1146133678
[63,] -0.0516 0.2976757 -0.1144721127
[64,] -0.0514 0.2976528 -0.1143308396
[65,] -0.0507 0.2975730 -0.1138362414
[66,] -0.0468 0.2971344 -0.1110765725
[67,] -0.0467 0.2971233 -0.1110057215
[68,] -0.0465 0.2971011 -0.1108640058
[69,] -0.0407 0.2964700 -0.1067463952
[70,] -0.0378 0.2961635 -0.1046818937
[71,] -0.0374 0.2961216 -0.1043968368
[72,] -0.0365 0.2960280 -0.1037551948
[73,] -0.0361 0.2959865 -0.1034699031
[74,] -0.0358 0.2959555 -0.1032558870
[75,] -0.0345 0.2958219 -0.1023280140
[76,] -0.0339 0.2957606 -0.1018995076
[77,] -0.0321 0.2955784 -0.1006130129
[78,] -0.0306 0.2954282 -0.0995398165
[79,] -0.0302 0.2953885 -0.0992534592
[80,] -0.0293 0.2952994 -0.0986088911
[81,] -0.0290 0.2952699 -0.0983939538
[82,] -0.0262 0.2949972 -0.0963859125
[83,] -0.0261 0.2949876 -0.0963141313
[84,] -0.0254 0.2949203 -0.0958115363
[85,] -0.0244 0.2948249 -0.0950931595
[86,] -0.0243 0.2948154 -0.0950212970
[87,] -0.0240 0.2947869 -0.0948056824
[88,] -0.0206 0.2944687 -0.0923592097
[89,] -0.0195 0.2943676 -0.0915665863
[90,] -0.0193 0.2943493 -0.0914224142
[91,] -0.0191 0.2943310 -0.0912782241
[92,] -0.0190 0.2943219 -0.0912061223
[93,] -0.0186 0.2942854 -0.0909176698
[94,] -0.0153 0.2939893 -0.0885351802
[95,] -0.0148 0.2939452 -0.0881737679
[96,] -0.0142 0.2938924 -0.0877399242
[97,] -0.0117 0.2936753 -0.0859304924
[98,] -0.0109 0.2936068 -0.0853508782
[99,] -0.0096 0.2934964 -0.0844083887
[100,] -0.0088 0.2934291 -0.0838280159
[101,] -0.0078 0.2933457 -0.0831021435
[102,] -0.0075 0.2933208 -0.0828842937
[103,] -0.0073 0.2933042 -0.0827390379
[104,] -0.0064 0.2932300 -0.0820851635
[105,] -0.0060 0.2931973 -0.0817944352
[106,] -0.0052 0.2931321 -0.0812127620
[107,] -0.0048 0.2930996 -0.0809218170
[108,] -0.0039 0.2930271 -0.0802669265
[109,] -0.0024 0.2929075 -0.0791746297
[110,] -0.0014 0.2928287 -0.0784458674
[111,] -0.0006 0.2927662 -0.0778625325
[112,] -0.0001 0.2927274 -0.0774978014
[113,] 0.0021 0.2925586 -0.0758916434
[114,] 0.0044 0.2923860 -0.0742102820
[115,] 0.0056 0.2922975 -0.0733327606
[116,] 0.0064 0.2922390 -0.0727477330
[117,] 0.0072 0.2921811 -0.0721626945
[118,] 0.0080 0.2921236 -0.0715776452
[119,] 0.0084 0.2920950 -0.0712851166
[120,] 0.0085 0.2920879 -0.0712119840
[121,] 0.0099 0.2919889 -0.0701881101
[122,] 0.0107 0.2919330 -0.0696030244
[123,] 0.0137 0.2917275 -0.0674088573
[124,] 0.0159 0.2915809 -0.0657997050
[125,] 0.0160 0.2915744 -0.0657265598
[126,] 0.0164 0.2915481 -0.0654339772
[127,] 0.0170 0.2915090 -0.0649950983
[128,] 0.0183 0.2914251 -0.0640441732
[129,] 0.0189 0.2913868 -0.0636052751
[130,] 0.0190 0.2913805 -0.0635321248
[131,] 0.0196 0.2913425 -0.0630932196
[132,] 0.0197 0.2913362 -0.0630200682
[133,] 0.0207 0.2912735 -0.0622885444
[134,] 0.0211 0.2912487 -0.0619959301
[135,] 0.0215 0.2912239 -0.0617033132
[136,] 0.0224 0.2911687 -0.0610449152
[137,] 0.0225 0.2911626 -0.0609717591
[138,] 0.0230 0.2911322 -0.0606059757
[139,] 0.0233 0.2911141 -0.0603865036
[140,] 0.0240 0.2910720 -0.0598744963
[141,] 0.0248 0.2910243 -0.0592896775
[142,] 0.0250 0.2910125 -0.0591435290
[143,] 0.0267 0.2909130 -0.0579021724
[144,] 0.0286 0.2908043 -0.0565166930
[145,] 0.0293 0.2907649 -0.0560067638
[146,] 0.0308 0.2906817 -0.0549149844
[147,] 0.0312 0.2906598 -0.0546240564
[148,] 0.0316 0.2906380 -0.0543332183
[149,] 0.0326 0.2905840 -0.0536065157
[150,] 0.0332 0.2905520 -0.0531707635
[151,] 0.0339 0.2905150 -0.0526626412
[152,] 0.0350 0.2904575 -0.0518647189
[153,] 0.0382 0.2902952 -0.0495473510
[154,] 0.0396 0.2902265 -0.0485353165
[155,] 0.0398 0.2902169 -0.0483908493
[156,] 0.0413 0.2901451 -0.0473084828
[157,] 0.0415 0.2901356 -0.0471643190
[158,] 0.0421 0.2901075 -0.0467320419
[159,] 0.0441 0.2900154 -0.0452934388
[160,] 0.0443 0.2900064 -0.0451497748
[161,] 0.0455 0.2899527 -0.0442885410
[162,] 0.0467 0.2899001 -0.0434285924
[163,] 0.0468 0.2898958 -0.0433569880
[164,] 0.0470 0.2898871 -0.0432138061
[165,] 0.0476 0.2898613 -0.0427844745
[166,] 0.0491 0.2897979 -0.0417125512
[167,] 0.0507 0.2897321 -0.0405713800
[168,] 0.0512 0.2897119 -0.0402152327
[169,] 0.0525 0.2896602 -0.0392902938
[170,] 0.0531 0.2896368 -0.0388639077
[171,] 0.0544 0.2895869 -0.0379411735
[172,] 0.0546 0.2895793 -0.0377993482
[173,] 0.0564 0.2895124 -0.0365245279
[174,] 0.0579 0.2894584 -0.0354643868
[175,] 0.0623 0.2893092 -0.0323664624
[176,] 0.0628 0.2892931 -0.0320155792
[177,] 0.0631 0.2892835 -0.0318051630
[178,] 0.0648 0.2892305 -0.0306144144
[179,] 0.0669 0.2891677 -0.0291472687
[180,] 0.0672 0.2891590 -0.0289380174
[181,] 0.0680 0.2891361 -0.0283804307
[182,] 0.0693 0.2890998 -0.0274756452
[183,] 0.0694 0.2890970 -0.0274061126
[184,] 0.0702 0.2890753 -0.0268501929
[185,] 0.0747 0.2889615 -0.0237344387
[186,] 0.0750 0.2889544 -0.0235274037
[187,] 0.0770 0.2889087 -0.0221493486
[188,] 0.0783 0.2888805 -0.0212556444
[189,] 0.0790 0.2888658 -0.0207750821
[190,] 0.0807 0.2888315 -0.0196099342
[191,] 0.0814 0.2888179 -0.0191309630
[192,] 0.0827 0.2887936 -0.0182426763
[193,] 0.0829 0.2887900 -0.0181061589
[194,] 0.0835 0.2887793 -0.0176968340
[195,] 0.0850 0.2887535 -0.0166750133
[196,] 0.0871 0.2887200 -0.0152480445
[197,] 0.0879 0.2887080 -0.0147055360
[198,] 0.0880 0.2887065 -0.0146377650
[199,] 0.0913 0.2886619 -0.0124066373
[200,] 0.0935 0.2886362 -0.0109249489
[201,] 0.0962 0.2886092 -0.0091127783
[202,] 0.1000 0.2885794 -0.0065740130
[203,] 0.1011 0.2885726 -0.0058416598
[204,] 0.1013 0.2885714 -0.0057086277
[205,] 0.1025 0.2885650 -0.0049112313
[206,] 0.1058 0.2885524 -0.0027254233
[207,] 0.1065 0.2885507 -0.0022630930
[208,] 0.1086 0.2885474 -0.0008788868
[209,] 0.1109 0.2885471 0.0006323562
[210,] 0.1110 0.2885472 0.0006979488
[211,] 0.1121 0.2885483 0.0014188419
[212,] 0.1123 0.2885486 0.0015497902
[213,] 0.1130 0.2885499 0.0020078111
[214,] 0.1131 0.2885501 0.0020732047
[215,] 0.1146 0.2885539 0.0030529732
[216,] 0.1150 0.2885552 0.0033138849
[217,] 0.1242 0.2886132 0.0092730265
[218,] 0.1246 0.2886169 0.0095302861
[219,] 0.1288 0.2886626 0.0122214750
[220,] 0.1304 0.2886830 0.0132418691
[221,] 0.1330 0.2887196 0.0148943370
[222,] 0.1331 0.2887210 0.0149577532
[223,] 0.1351 0.2887522 0.0162238955
[224,] 0.1361 0.2887688 0.0168554082
[225,] 0.1377 0.2887965 0.0178636676
[226,] 0.1407 0.2888530 0.0197469852
[227,] 0.1441 0.2889237 0.0218701081
[228,] 0.1443 0.2889281 0.0219946237
[229,] 0.1454 0.2889527 0.0226787165
[230,] 0.1508 0.2890842 0.0260166826
[231,] 0.1644 0.2894943 0.0342562859
[232,] 0.1793 0.2900703 0.0430089067
[233,] 0.1814 0.2901619 0.0442194153
[234,] 0.1838 0.2902696 0.0455958708
[235,] 0.1927 0.2906980 0.0506352022
[236,] 0.1978 0.2909635 0.0534767445
[237,] 0.2012 0.2911485 0.0553524204
[238,] 0.2026 0.2912265 0.0561204127
[239,] 0.2056 0.2913973 0.0577575757
[240,] 0.2087 0.2915790 0.0594370844
[241,] 0.2099 0.2916507 0.0600838806
[242,] 0.2385 0.2935842 0.0749481376
[243,] 0.2400 0.2936971 0.0756985393
[244,] 0.2620 0.2954811 0.0863701584
, , n=44
newdata fun 1der
[1,] -0.3064 0.2767043 -0.057694882
[2,] -0.2579 0.2744953 -0.032977574
[3,] -0.2523 0.2743191 -0.029962293
[4,] -0.2394 0.2739780 -0.022889057
[5,] -0.2304 0.2737946 -0.017846552
[6,] -0.2187 0.2736248 -0.011157423
[7,] -0.2181 0.2736182 -0.010810312
[8,] -0.2102 0.2735510 -0.006202892
[9,] -0.2015 0.2735193 -0.001047582
[10,] -0.1881 0.2735594 0.007067491
[11,] -0.1846 0.2735879 0.009222068
[12,] -0.1842 0.2735917 0.009469228
[13,] -0.1831 0.2736025 0.010149892
[14,] -0.1807 0.2736286 0.011639944
[15,] -0.1782 0.2736597 0.013199324
[16,] -0.1754 0.2736991 0.014954602
[17,] -0.1697 0.2737946 0.018556491
[18,] -0.1683 0.2738212 0.019447041
[19,] -0.1663 0.2738613 0.020723277
[20,] -0.1512 0.2742478 0.030511504
[21,] -0.1505 0.2742693 0.030971801
[22,] -0.1419 0.2745602 0.036674167
[23,] -0.1353 0.2748168 0.041109709
[24,] -0.1337 0.2748835 0.042192748
[25,] -0.1285 0.2751121 0.045733530
[26,] -0.1247 0.2752908 0.048341242
[27,] -0.1209 0.2754795 0.050966029
[28,] -0.1167 0.2756997 0.053886973
[29,] -0.1154 0.2757703 0.054795301
[30,] -0.1141 0.2758421 0.055705628
[31,] -0.1138 0.2758589 0.055915987
[32,] -0.1124 0.2759378 0.056899070
[33,] -0.1123 0.2759435 0.056969379
[34,] -0.1121 0.2759549 0.057110032
[35,] -0.1053 0.2763596 0.061920385
[36,] -0.1039 0.2764470 0.062917538
[37,] -0.0988 0.2767772 0.066569623
[38,] -0.0984 0.2768039 0.066857362
[39,] -0.0977 0.2768508 0.067361360
[40,] -0.0955 0.2770008 0.068949125
[41,] -0.0948 0.2770492 0.069455523
[42,] -0.0923 0.2772251 0.071268817
[43,] -0.0909 0.2773256 0.072287490
[44,] -0.0902 0.2773764 0.072797695
[45,] -0.0888 0.2774790 0.073819844
[46,] -0.0871 0.2776056 0.075064140
[47,] -0.0866 0.2776432 0.075430760
[48,] -0.0807 0.2781010 0.079779197
[49,] -0.0806 0.2781090 0.079853254
[50,] -0.0707 0.2789361 0.087243427
[51,] -0.0693 0.2790589 0.088297855
[52,] -0.0680 0.2791744 0.089279041
[53,] -0.0671 0.2792550 0.089959494
[54,] -0.0648 0.2794639 0.091702782
[55,] -0.0644 0.2795007 0.092006601
[56,] -0.0637 0.2795653 0.092538739
[57,] -0.0636 0.2795745 0.092614806
[58,] -0.0606 0.2798558 0.094902316
[59,] -0.0541 0.2804889 0.099895093
[60,] -0.0537 0.2805289 0.100203973
[61,] -0.0520 0.2807003 0.101518821
[62,] -0.0518 0.2807207 0.101673734
[63,] -0.0516 0.2807410 0.101828694
[64,] -0.0514 0.2807614 0.101983701
[65,] -0.0507 0.2808330 0.102526599
[66,] -0.0468 0.2812387 0.105561922
[67,] -0.0467 0.2812493 0.105639988
[68,] -0.0465 0.2812704 0.105796154
[69,] -0.0407 0.2818972 0.110345541
[70,] -0.0378 0.2822206 0.112635151
[71,] -0.0374 0.2822657 0.112951739
[72,] -0.0365 0.2823677 0.113664755
[73,] -0.0361 0.2824132 0.113981959
[74,] -0.0358 0.2824474 0.114219986
[75,] -0.0345 0.2825966 0.115252664
[76,] -0.0339 0.2826659 0.115729959
[77,] -0.0321 0.2828755 0.117164398
[78,] -0.0306 0.2830521 0.118362690
[79,] -0.0302 0.2830995 0.118682683
[80,] -0.0293 0.2832067 0.119403361
[81,] -0.0290 0.2832425 0.119643800
[82,] -0.0262 0.2835807 0.121892056
[83,] -0.0261 0.2835929 0.121972488
[84,] -0.0254 0.2836784 0.122535770
[85,] -0.0244 0.2838014 0.123341258
[86,] -0.0243 0.2838137 0.123421858
[87,] -0.0240 0.2838508 0.123663716
[88,] -0.0206 0.2842759 0.126410689
[89,] -0.0195 0.2844154 0.127301744
[90,] -0.0193 0.2844409 0.127463876
[91,] -0.0191 0.2844664 0.127626046
[92,] -0.0190 0.2844792 0.127707145
[93,] -0.0186 0.2845303 0.128031635
[94,] -0.0153 0.2849573 0.130714419
[95,] -0.0148 0.2850227 0.131121795
[96,] -0.0142 0.2851015 0.131610956
[97,] -0.0117 0.2854331 0.133652773
[98,] -0.0109 0.2855403 0.134307396
[99,] -0.0096 0.2857156 0.135372442
[100,] -0.0088 0.2858242 0.136028645
[101,] -0.0078 0.2859606 0.136849745
[102,] -0.0075 0.2860017 0.137096258
[103,] -0.0073 0.2860291 0.137260647
[104,] -0.0064 0.2861530 0.138000865
[105,] -0.0060 0.2862083 0.138330095
[106,] -0.0052 0.2863192 0.138989006
[107,] -0.0048 0.2863749 0.139318688
[108,] -0.0039 0.2865006 0.140061021
[109,] -0.0024 0.2867116 0.141299937
[110,] -0.0014 0.2868533 0.142127056
[111,] -0.0006 0.2869673 0.142789428
[112,] -0.0001 0.2870388 0.143203717
[113,] 0.0021 0.2873558 0.145029379
[114,] 0.0044 0.2876916 0.146942893
[115,] 0.0056 0.2878685 0.147943223
[116,] 0.0064 0.2879871 0.148610862
[117,] 0.0072 0.2881063 0.149279089
[118,] 0.0080 0.2882260 0.149947840
[119,] 0.0084 0.2882860 0.150282410
[120,] 0.0085 0.2883011 0.150366073
[121,] 0.0099 0.2885124 0.151538201
[122,] 0.0107 0.2886339 0.152208534
[123,] 0.0137 0.2890943 0.154723075
[124,] 0.0159 0.2894367 0.156567857
[125,] 0.0160 0.2894524 0.156651726
[126,] 0.0164 0.2895151 0.156987218
[127,] 0.0170 0.2896095 0.157490496
[128,] 0.0183 0.2898149 0.158581103
[129,] 0.0189 0.2899102 0.159084538
[130,] 0.0190 0.2899261 0.159168448
[131,] 0.0196 0.2900218 0.159671941
[132,] 0.0197 0.2900377 0.159755861
[133,] 0.0207 0.2901979 0.160595139
[134,] 0.0211 0.2902622 0.160930888
[135,] 0.0215 0.2903267 0.161266660
[136,] 0.0224 0.2904721 0.162022226
[137,] 0.0225 0.2904883 0.162106185
[138,] 0.0230 0.2905695 0.162525998
[139,] 0.0233 0.2906183 0.162777903
[140,] 0.0240 0.2907324 0.163365729
[141,] 0.0248 0.2908634 0.164037612
[142,] 0.0250 0.2908962 0.164205596
[143,] 0.0267 0.2911766 0.165633686
[144,] 0.0286 0.2914928 0.167230259
[145,] 0.0293 0.2916101 0.167818605
[146,] 0.0308 0.2918628 0.169079595
[147,] 0.0312 0.2919305 0.169415917
[148,] 0.0316 0.2919983 0.169752263
[149,] 0.0326 0.2921685 0.170593234
[150,] 0.0332 0.2922710 0.171097889
[151,] 0.0339 0.2923909 0.171686723
[152,] 0.0350 0.2925803 0.172612182
[153,] 0.0382 0.2931370 0.175305472
[154,] 0.0396 0.2933832 0.176484274
[155,] 0.0398 0.2934185 0.176652698
[156,] 0.0413 0.2936845 0.177916076
[157,] 0.0415 0.2937201 0.178084552
[158,] 0.0421 0.2938271 0.178590016
[159,] 0.0441 0.2941859 0.180275292
[160,] 0.0443 0.2942220 0.180443853
[161,] 0.0455 0.2944391 0.181455346
[162,] 0.0467 0.2946575 0.182467057
[163,] 0.0468 0.2946758 0.182551376
[164,] 0.0470 0.2947123 0.182720019
[165,] 0.0476 0.2948221 0.183225984
[166,] 0.0491 0.2950979 0.184491134
[167,] 0.0507 0.2953941 0.185841004
[168,] 0.0512 0.2954871 0.186262917
[169,] 0.0525 0.2957300 0.187360071
[170,] 0.0531 0.2958426 0.187866535
[171,] 0.0544 0.2960875 0.188964063
[172,] 0.0546 0.2961253 0.189132936
[173,] 0.0564 0.2964671 0.190653067
[174,] 0.0579 0.2967541 0.191920217
[175,] 0.0623 0.2976067 0.195639160
[176,] 0.0628 0.2977046 0.196061953
[177,] 0.0631 0.2977635 0.196315647
[178,] 0.0648 0.2980984 0.197753503
[179,] 0.0669 0.2985156 0.199530282
[180,] 0.0672 0.2985755 0.199784163
[181,] 0.0680 0.2987356 0.200461243
[182,] 0.0693 0.2989969 0.201561706
[183,] 0.0694 0.2990170 0.201646368
[184,] 0.0702 0.2991786 0.202323715
[185,] 0.0747 0.3000977 0.206135601
[186,] 0.0750 0.3001595 0.206389836
[187,] 0.0770 0.3005740 0.208085131
[188,] 0.0783 0.3008452 0.209187553
[189,] 0.0790 0.3009919 0.209781330
[190,] 0.0807 0.3013497 0.211223839
[191,] 0.0814 0.3014978 0.211818010
[192,] 0.0827 0.3017739 0.212921778
[193,] 0.0829 0.3018165 0.213091623
[194,] 0.0835 0.3019445 0.213601216
[195,] 0.0850 0.3022658 0.214875570
[196,] 0.0871 0.3027190 0.216660553
[197,] 0.0879 0.3028926 0.217340820
[198,] 0.0880 0.3029143 0.217425864
[199,] 0.0913 0.3036364 0.220233631
[200,] 0.0935 0.3041230 0.222106898
[201,] 0.0962 0.3047258 0.224407463
[202,] 0.1000 0.3055847 0.227648199
[203,] 0.1011 0.3058356 0.228586940
[204,] 0.1013 0.3058814 0.228757651
[205,] 0.1025 0.3061565 0.229782114
[206,] 0.1058 0.3069194 0.232601131
[207,] 0.1065 0.3070825 0.233199433
[208,] 0.1086 0.3075741 0.234995032
[209,] 0.1109 0.3081168 0.236962830
[210,] 0.1110 0.3081405 0.237048414
[211,] 0.1121 0.3084018 0.237990001
[212,] 0.1123 0.3084494 0.238161229
[213,] 0.1130 0.3086163 0.238760601
[214,] 0.1131 0.3086402 0.238846235
[215,] 0.1146 0.3089994 0.240131027
[216,] 0.1150 0.3090956 0.240473728
[217,] 0.1242 0.3113442 0.248366224
[218,] 0.1246 0.3114436 0.248709828
[219,] 0.1288 0.3124958 0.252319935
[220,] 0.1304 0.3129006 0.253696305
[221,] 0.1330 0.3135631 0.255934190
[222,] 0.1331 0.3135887 0.256020294
[223,] 0.1351 0.3141025 0.257742466
[224,] 0.1361 0.3143606 0.258603422
[225,] 0.1377 0.3147755 0.259980273
[226,] 0.1407 0.3155593 0.262559441
[227,] 0.1441 0.3164570 0.265478674
[228,] 0.1443 0.3165101 0.265650267
[229,] 0.1454 0.3168028 0.266593778
[230,] 0.1508 0.3182549 0.271219386
[231,] 0.1644 0.3220225 0.282823645
[232,] 0.1793 0.3263308 0.295462493
[233,] 0.1814 0.3269532 0.297237099
[234,] 0.1838 0.3276690 0.299262083
[235,] 0.1927 0.3303657 0.306742157
[236,] 0.1978 0.3319410 0.311007730
[237,] 0.2012 0.3330032 0.313843043
[238,] 0.2026 0.3334434 0.315008570
[239,] 0.2056 0.3343922 0.317502299
[240,] 0.2087 0.3353804 0.320075796
[241,] 0.2099 0.3357651 0.321071512
[242,] 0.2385 0.3452864 0.344724057
[243,] 0.2400 0.3458044 0.345960406
[244,] 0.2620 0.3536146 0.364033013
, , n=67
newdata fun 1der
[1,] -0.3064 0.2115819 -0.4221386687
[2,] -0.2579 0.1926646 -0.3577139280
[3,] -0.2523 0.1906824 -0.3501928744
[4,] -0.2394 0.1862770 -0.3328126520
[5,] -0.2304 0.1833364 -0.3206416208
[6,] -0.2187 0.1796777 -0.3047636235
[7,] -0.2181 0.1794951 -0.3039476713
[8,] -0.2102 0.1771364 -0.2931888688
[9,] -0.2015 0.1746373 -0.2813073787
[10,] -0.1881 0.1709907 -0.2629629762
[11,] -0.1846 0.1700787 -0.2581700491
[12,] -0.1842 0.1699755 -0.2576222584
[13,] -0.1831 0.1696930 -0.2561158047
[14,] -0.1807 0.1690823 -0.2528288478
[15,] -0.1782 0.1684545 -0.2494047175
[16,] -0.1754 0.1677615 -0.2455694287
[17,] -0.1697 0.1663840 -0.2377610185
[18,] -0.1683 0.1660525 -0.2358429873
[19,] -0.1663 0.1655835 -0.2331028223
[20,] -0.1512 0.1622199 -0.2124100037
[21,] -0.1505 0.1620716 -0.2114505381
[22,] -0.1419 0.1603038 -0.1996614013
[23,] -0.1353 0.1590159 -0.1906122033
[24,] -0.1337 0.1587126 -0.1884192394
[25,] -0.1285 0.1577514 -0.1813004173
[26,] -0.1247 0.1570723 -0.1761062393
[27,] -0.1209 0.1564130 -0.1709188490
[28,] -0.1167 0.1557071 -0.1651964415
[29,] -0.1154 0.1554935 -0.1634286702
[30,] -0.1141 0.1552822 -0.1616625468
[31,] -0.1138 0.1552338 -0.1612552140
[32,] -0.1124 0.1550093 -0.1593552538
[33,] -0.1123 0.1549934 -0.1592195854
[34,] -0.1121 0.1549616 -0.1589482650
[35,] -0.1053 0.1539121 -0.1497364173
[36,] -0.1039 0.1537038 -0.1478430068
[37,] -0.0988 0.1529674 -0.1409543742
[38,] -0.0984 0.1529111 -0.1404144285
[39,] -0.0977 0.1528131 -0.1394695019
[40,] -0.0955 0.1525096 -0.1364995257
[41,] -0.0948 0.1524143 -0.1355544118
[42,] -0.0923 0.1520797 -0.1321784047
[43,] -0.0909 0.1518959 -0.1302874312
[44,] -0.0902 0.1518051 -0.1293418342
[45,] -0.0888 0.1516253 -0.1274504195
[46,] -0.0871 0.1514106 -0.1251533064
[47,] -0.0866 0.1513482 -0.1244776024
[48,] -0.0807 0.1506373 -0.1165014564
[49,] -0.0806 0.1506257 -0.1163662219
[50,] -0.0707 0.1495399 -0.1029703973
[51,] -0.0693 0.1493971 -0.1010748225
[52,] -0.0680 0.1492668 -0.0993143761
[53,] -0.0671 0.1491780 -0.0980954534
[54,] -0.0648 0.1489560 -0.0949798630
[55,] -0.0644 0.1489181 -0.0944379382
[56,] -0.0637 0.1488523 -0.0934895106
[57,] -0.0636 0.1488430 -0.0933540148
[58,] -0.0606 0.1485690 -0.0892884260
[59,] -0.0541 0.1480173 -0.0804749047
[60,] -0.0537 0.1479852 -0.0799323221
[61,] -0.0520 0.1478513 -0.0776260715
[62,] -0.0518 0.1478358 -0.0773547187
[63,] -0.0516 0.1478203 -0.0770833597
[64,] -0.0514 0.1478049 -0.0768119946
[65,] -0.0507 0.1477515 -0.0758621683
[66,] -0.0468 0.1474660 -0.0705689004
[67,] -0.0467 0.1474589 -0.0704331448
[68,] -0.0465 0.1474449 -0.0701616291
[69,] -0.0407 0.1470608 -0.0622872064
[70,] -0.0378 0.1468858 -0.0583500169
[71,] -0.0374 0.1468626 -0.0578069578
[72,] -0.0365 0.1468111 -0.0565850765
[73,] -0.0361 0.1467886 -0.0560420188
[74,] -0.0358 0.1467718 -0.0556347257
[75,] -0.0345 0.1467007 -0.0538697918
[76,] -0.0339 0.1466686 -0.0530552082
[77,] -0.0321 0.1465753 -0.0506114630
[78,] -0.0306 0.1465009 -0.0485750890
[79,] -0.0302 0.1464816 -0.0480321034
[80,] -0.0293 0.1464389 -0.0468104643
[81,] -0.0290 0.1464249 -0.0464032754
[82,] -0.0262 0.1463003 -0.0426034264
[83,] -0.0261 0.1462961 -0.0424677369
[84,] -0.0254 0.1462667 -0.0415179481
[85,] -0.0244 0.1462258 -0.0401612206
[86,] -0.0243 0.1462218 -0.0400255553
[87,] -0.0240 0.1462099 -0.0396185672
[88,] -0.0206 0.1460830 -0.0350068776
[89,] -0.0195 0.1460453 -0.0335151918
[90,] -0.0193 0.1460386 -0.0332439936
[91,] -0.0191 0.1460320 -0.0329728007
[92,] -0.0190 0.1460287 -0.0328372063
[93,] -0.0186 0.1460157 -0.0322948420
[94,] -0.0153 0.1459165 -0.0278211543
[95,] -0.0148 0.1459028 -0.0271434500
[96,] -0.0142 0.1458867 -0.0263302491
[97,] -0.0117 0.1458251 -0.0229424307
[98,] -0.0109 0.1458072 -0.0218585055
[99,] -0.0096 0.1457799 -0.0200973099
[100,] -0.0088 0.1457643 -0.0190136097
[101,] -0.0078 0.1457460 -0.0176591049
[102,] -0.0075 0.1457407 -0.0172527796
[103,] -0.0073 0.1457373 -0.0169819027
[104,] -0.0064 0.1457226 -0.0157630232
[105,] -0.0060 0.1457164 -0.0152213337
[106,] -0.0052 0.1457046 -0.0141380191
[107,] -0.0048 0.1456991 -0.0135963940
[108,] -0.0039 0.1456874 -0.0123778157
[109,] -0.0024 0.1456703 -0.0103470929
[110,] -0.0014 0.1456607 -0.0089934450
[111,] -0.0006 0.1456539 -0.0079106232
[112,] -0.0001 0.1456501 -0.0072339030
[113,] 0.0021 0.1456375 -0.0042567320
[114,] 0.0044 0.1456313 -0.0011449280
[115,] 0.0056 0.1456309 0.0004783408
[116,] 0.0064 0.1456317 0.0015604128
[117,] 0.0072 0.1456334 0.0026423992
[118,] 0.0080 0.1456359 0.0037242998
[119,] 0.0084 0.1456375 0.0042652180
[120,] 0.0085 0.1456380 0.0044004443
[121,] 0.0099 0.1456454 0.0062934705
[122,] 0.0107 0.1456509 0.0073750820
[123,] 0.0137 0.1456791 0.0114303617
[124,] 0.0159 0.1457075 0.0144034677
[125,] 0.0160 0.1457090 0.0145385935
[126,] 0.0164 0.1457149 0.0150790832
[127,] 0.0170 0.1457242 0.0158897776
[128,] 0.0183 0.1457460 0.0176461169
[129,] 0.0189 0.1457568 0.0184566587
[130,] 0.0190 0.1457587 0.0185917443
[131,] 0.0196 0.1457701 0.0194022299
[132,] 0.0197 0.1457720 0.0195373061
[133,] 0.0207 0.1457922 0.0208879949
[134,] 0.0211 0.1458007 0.0214282329
[135,] 0.0215 0.1458094 0.0219684495
[136,] 0.0224 0.1458297 0.0231838585
[137,] 0.0225 0.1458320 0.0233188972
[138,] 0.0230 0.1458438 0.0239940709
[139,] 0.0233 0.1458511 0.0243991590
[140,] 0.0240 0.1458685 0.0253443178
[141,] 0.0248 0.1458892 0.0264244189
[142,] 0.0250 0.1458945 0.0266944308
[143,] 0.0267 0.1459419 0.0289893157
[144,] 0.0286 0.1459994 0.0315537270
[145,] 0.0293 0.1460218 0.0324983391
[146,] 0.0308 0.1460721 0.0345220627
[147,] 0.0312 0.1460860 0.0350616198
[148,] 0.0316 0.1461001 0.0356011409
[149,] 0.0326 0.1461364 0.0369499541
[150,] 0.0332 0.1461588 0.0377592577
[151,] 0.0339 0.1461856 0.0387034600
[152,] 0.0350 0.1462290 0.0401872386
[153,] 0.0382 0.1463645 0.0445039763
[154,] 0.0396 0.1464281 0.0463930790
[155,] 0.0398 0.1464374 0.0466629911
[156,] 0.0413 0.1465089 0.0486876530
[157,] 0.0415 0.1465187 0.0489576507
[158,] 0.0421 0.1465483 0.0497677043
[159,] 0.0441 0.1466505 0.0524685377
[160,] 0.0443 0.1466610 0.0527386765
[161,] 0.0455 0.1467253 0.0543597204
[162,] 0.0467 0.1467915 0.0559811270
[163,] 0.0468 0.1467971 0.0561162606
[164,] 0.0470 0.1468084 0.0563865353
[165,] 0.0476 0.1468424 0.0571974308
[166,] 0.0491 0.1469298 0.0592252767
[167,] 0.0507 0.1470262 0.0613892802
[168,] 0.0512 0.1470571 0.0620657362
[169,] 0.0525 0.1471389 0.0638249783
[170,] 0.0531 0.1471775 0.0646371587
[171,] 0.0544 0.1472627 0.0663973649
[172,] 0.0546 0.1472760 0.0666682244
[173,] 0.0564 0.1473982 0.0691066622
[174,] 0.0579 0.1475033 0.0711394020
[175,] 0.0623 0.1478295 0.0771042517
[176,] 0.0628 0.1478682 0.0777822782
[177,] 0.0631 0.1478916 0.0781891138
[178,] 0.0648 0.1480265 0.0804947972
[179,] 0.0669 0.1481985 0.0833436541
[180,] 0.0672 0.1482236 0.0837506932
[181,] 0.0680 0.1482910 0.0848362035
[182,] 0.0693 0.1484024 0.0866003835
[183,] 0.0694 0.1484111 0.0867361012
[184,] 0.0702 0.1484809 0.0878219026
[185,] 0.0747 0.1488899 0.0939315072
[186,] 0.0750 0.1489181 0.0943389333
[187,] 0.0770 0.1491095 0.0970554872
[188,] 0.0783 0.1492368 0.0988216020
[189,] 0.0790 0.1493063 0.0997727026
[190,] 0.0807 0.1494779 0.1020828558
[191,] 0.0814 0.1495497 0.1030342342
[192,] 0.0827 0.1496848 0.1048012949
[193,] 0.0829 0.1497058 0.1050731752
[194,] 0.0835 0.1497691 0.1058888557
[195,] 0.0850 0.1499294 0.1079283176
[196,] 0.0871 0.1501591 0.1107840864
[197,] 0.0879 0.1502481 0.1118720450
[198,] 0.0880 0.1502593 0.1120080407
[199,] 0.0913 0.1506364 0.1164960159
[200,] 0.0935 0.1508960 0.1194881239
[201,] 0.0962 0.1512235 0.1231603927
[202,] 0.1000 0.1517014 0.1283290253
[203,] 0.1011 0.1518433 0.1298252639
[204,] 0.1013 0.1518693 0.1300973100
[205,] 0.1025 0.1520264 0.1317296036
[206,] 0.1058 0.1524685 0.1362185641
[207,] 0.1065 0.1525642 0.1371707967
[208,] 0.1086 0.1528553 0.1400275549
[209,] 0.1109 0.1531810 0.1431564896
[210,] 0.1110 0.1531953 0.1432925327
[211,] 0.1121 0.1533537 0.1447890204
[212,] 0.1123 0.1533827 0.1450611118
[213,] 0.1130 0.1534846 0.1460134381
[214,] 0.1131 0.1534992 0.1461494855
[215,] 0.1146 0.1537199 0.1481902217
[216,] 0.1150 0.1537793 0.1487344258
[217,] 0.1242 0.1552053 0.1612520304
[218,] 0.1246 0.1552699 0.1617963136
[219,] 0.1288 0.1559614 0.1675114863
[220,] 0.1304 0.1562312 0.1696887905
[221,] 0.1330 0.1566770 0.1732270222
[222,] 0.1331 0.1566943 0.1733631108
[223,] 0.1351 0.1570437 0.1760849264
[224,] 0.1361 0.1572205 0.1774458651
[225,] 0.1377 0.1575062 0.1796234097
[226,] 0.1407 0.1580512 0.1837064481
[227,] 0.1441 0.1586836 0.1883341157
[228,] 0.1443 0.1587213 0.1886063388
[229,] 0.1454 0.1589296 0.1901035809
[230,] 0.1508 0.1599760 0.1974540396
[231,] 0.1644 0.1627873 0.2159689665
[232,] 0.1793 0.1661564 0.2362580747
[233,] 0.1814 0.1666555 0.2391179810
[234,] 0.1838 0.1672333 0.2423865565
[235,] 0.1927 0.1694445 0.2545085596
[236,] 0.1978 0.1707602 0.2614556111
[237,] 0.2012 0.1716570 0.2660872763
[238,] 0.2026 0.1720309 0.2679940789
[239,] 0.2056 0.1728410 0.2720764287
[240,] 0.2087 0.1736910 0.2762895877
[241,] 0.2099 0.1740235 0.2779190501
[242,] 0.2385 0.1825250 0.3165170897
[243,] 0.2400 0.1830013 0.3185288789
[244,] 0.2620 0.1903323 0.3478721045
, , n=100
newdata fun 1der
[1,] -0.3064 0.1928159 -4.352992e-01
[2,] -0.2579 0.1729501 -3.835532e-01
[3,] -0.2523 0.1708194 -3.774097e-01
[4,] -0.2394 0.1660433 -3.630154e-01
[5,] -0.2304 0.1628221 -3.527729e-01
[6,] -0.2187 0.1587738 -3.392080e-01
[7,] -0.2181 0.1585705 -3.385044e-01
[8,] -0.2102 0.1559331 -3.291676e-01
[9,] -0.2015 0.1531146 -3.187282e-01
[10,] -0.1881 0.1489531 -3.023272e-01
[11,] -0.1846 0.1479025 -2.979790e-01
[12,] -0.1842 0.1477835 -2.974804e-01
[13,] -0.1831 0.1474570 -2.961073e-01
[14,] -0.1807 0.1467499 -2.931025e-01
[15,] -0.1782 0.1460211 -2.899592e-01
[16,] -0.1754 0.1452142 -2.864256e-01
[17,] -0.1697 0.1436021 -2.791977e-01
[18,] -0.1683 0.1432125 -2.774154e-01
[19,] -0.1663 0.1426602 -2.748644e-01
[20,] -0.1512 0.1386561 -2.554201e-01
[21,] -0.1505 0.1384777 -2.545109e-01
[22,] -0.1419 0.1363371 -2.432830e-01
[23,] -0.1353 0.1347600 -2.345949e-01
[24,] -0.1337 0.1343864 -2.324793e-01
[25,] -0.1285 0.1331954 -2.255790e-01
[26,] -0.1247 0.1323478 -2.205158e-01
[27,] -0.1209 0.1315195 -2.154360e-01
[28,] -0.1167 0.1306265 -2.098046e-01
[29,] -0.1154 0.1303549 -2.080583e-01
[30,] -0.1141 0.1300856 -2.063104e-01
[31,] -0.1138 0.1300237 -2.059069e-01
[32,] -0.1124 0.1297368 -2.040224e-01
[33,] -0.1123 0.1297164 -2.038878e-01
[34,] -0.1121 0.1296756 -2.036184e-01
[35,] -0.1053 0.1283222 -1.944381e-01
[36,] -0.1039 0.1280513 -1.925428e-01
[37,] -0.0988 0.1270870 -1.856234e-01
[38,] -0.0984 0.1270129 -1.850797e-01
[39,] -0.0977 0.1268836 -1.841278e-01
[40,] -0.0955 0.1264818 -1.811334e-01
[41,] -0.0948 0.1263554 -1.801797e-01
[42,] -0.0923 0.1259092 -1.767700e-01
[43,] -0.0909 0.1256631 -1.748581e-01
[44,] -0.0902 0.1255410 -1.739014e-01
[45,] -0.0888 0.1252989 -1.719868e-01
[46,] -0.0871 0.1250085 -1.696595e-01
[47,] -0.0866 0.1249238 -1.689745e-01
[48,] -0.0807 0.1239507 -1.608742e-01
[49,] -0.0806 0.1239347 -1.607366e-01
[50,] -0.0707 0.1224109 -1.470723e-01
[51,] -0.0693 0.1222064 -1.451327e-01
[52,] -0.0680 0.1220189 -1.433301e-01
[53,] -0.0671 0.1218904 -1.420812e-01
[54,] -0.0648 0.1215673 -1.388863e-01
[55,] -0.0644 0.1215119 -1.383301e-01
[56,] -0.0637 0.1214154 -1.373565e-01
[57,] -0.0636 0.1214017 -1.372173e-01
[58,] -0.0606 0.1209963 -1.330368e-01
[59,] -0.0541 0.1201611 -1.239390e-01
[60,] -0.0537 0.1201116 -1.233774e-01
[61,] -0.0520 0.1199039 -1.209881e-01
[62,] -0.0518 0.1198797 -1.207068e-01
[63,] -0.0516 0.1198556 -1.204254e-01
[64,] -0.0514 0.1198316 -1.201439e-01
[65,] -0.0507 0.1197478 -1.191585e-01
[66,] -0.0468 0.1192938 -1.136565e-01
[67,] -0.0467 0.1192825 -1.135151e-01
[68,] -0.0465 0.1192598 -1.132324e-01
[69,] -0.0407 0.1186269 -1.050150e-01
[70,] -0.0378 0.1183283 -1.008931e-01
[71,] -0.0374 0.1182880 -1.003239e-01
[72,] -0.0365 0.1181983 -9.904255e-02
[73,] -0.0361 0.1181588 -9.847279e-02
[74,] -0.0358 0.1181293 -9.804536e-02
[75,] -0.0345 0.1180031 -9.619210e-02
[76,] -0.0339 0.1179456 -9.533615e-02
[77,] -0.0321 0.1177763 -9.276606e-02
[78,] -0.0306 0.1176388 -9.062175e-02
[79,] -0.0302 0.1176027 -9.004954e-02
[80,] -0.0293 0.1175222 -8.876146e-02
[81,] -0.0290 0.1174956 -8.833191e-02
[82,] -0.0262 0.1172539 -8.431828e-02
[83,] -0.0261 0.1172455 -8.417478e-02
[84,] -0.0254 0.1171869 -8.317003e-02
[85,] -0.0244 0.1171045 -8.173378e-02
[86,] -0.0243 0.1170963 -8.159010e-02
[87,] -0.0240 0.1170719 -8.115899e-02
[88,] -0.0206 0.1168043 -7.626657e-02
[89,] -0.0195 0.1167213 -7.468110e-02
[90,] -0.0193 0.1167063 -7.439268e-02
[91,] -0.0191 0.1166915 -7.410422e-02
[92,] -0.0190 0.1166841 -7.395997e-02
[93,] -0.0186 0.1166546 -7.338286e-02
[94,] -0.0153 0.1164203 -6.861468e-02
[95,] -0.0148 0.1163862 -6.789114e-02
[96,] -0.0142 0.1163457 -6.702250e-02
[97,] -0.0117 0.1161827 -6.339873e-02
[98,] -0.0109 0.1161324 -6.223761e-02
[99,] -0.0096 0.1160528 -6.034920e-02
[100,] -0.0088 0.1160049 -5.918614e-02
[101,] -0.0078 0.1159465 -5.773128e-02
[102,] -0.0075 0.1159292 -5.729460e-02
[103,] -0.0073 0.1159178 -5.700342e-02
[104,] -0.0064 0.1158671 -5.569254e-02
[105,] -0.0060 0.1158449 -5.510963e-02
[106,] -0.0052 0.1158013 -5.394325e-02
[107,] -0.0048 0.1157798 -5.335979e-02
[108,] -0.0039 0.1157324 -5.204632e-02
[109,] -0.0024 0.1156560 -4.985513e-02
[110,] -0.0014 0.1156069 -4.839290e-02
[111,] -0.0006 0.1155686 -4.722229e-02
[112,] -0.0001 0.1155452 -4.649028e-02
[113,] 0.0021 0.1154465 -4.326603e-02
[114,] 0.0044 0.1153508 -3.988926e-02
[115,] 0.0056 0.1153040 -3.812505e-02
[116,] 0.0064 0.1152740 -3.694799e-02
[117,] 0.0072 0.1152449 -3.577020e-02
[118,] 0.0080 0.1152168 -3.459166e-02
[119,] 0.0084 0.1152030 -3.400212e-02
[120,] 0.0085 0.1151996 -3.385470e-02
[121,] 0.0099 0.1151537 -3.178969e-02
[122,] 0.0107 0.1151287 -3.060867e-02
[123,] 0.0137 0.1150436 -2.617327e-02
[124,] 0.0159 0.1149896 -2.291407e-02
[125,] 0.0160 0.1149873 -2.276579e-02
[126,] 0.0164 0.1149783 -2.217256e-02
[127,] 0.0170 0.1149653 -2.128237e-02
[128,] 0.0183 0.1149388 -1.935221e-02
[129,] 0.0189 0.1149275 -1.846071e-02
[130,] 0.0190 0.1149257 -1.831209e-02
[131,] 0.0196 0.1149149 -1.742011e-02
[132,] 0.0197 0.1149132 -1.727140e-02
[133,] 0.0207 0.1148967 -1.578373e-02
[134,] 0.0211 0.1148905 -1.518834e-02
[135,] 0.0215 0.1148845 -1.459276e-02
[136,] 0.0224 0.1148720 -1.325204e-02
[137,] 0.0225 0.1148707 -1.310301e-02
[138,] 0.0230 0.1148643 -1.235771e-02
[139,] 0.0233 0.1148607 -1.191038e-02
[140,] 0.0240 0.1148527 -1.086624e-02
[141,] 0.0248 0.1148445 -9.672315e-03
[142,] 0.0250 0.1148426 -9.373735e-03
[143,] 0.0267 0.1148288 -6.834201e-03
[144,] 0.0286 0.1148185 -3.992501e-03
[145,] 0.0293 0.1148161 -2.944655e-03
[146,] 0.0308 0.1148134 -6.976315e-04
[147,] 0.0312 0.1148132 -9.804775e-05
[148,] 0.0316 0.1148133 5.016949e-04
[149,] 0.0326 0.1148145 2.001747e-03
[150,] 0.0332 0.1148160 2.902255e-03
[151,] 0.0339 0.1148184 3.953299e-03
[152,] 0.0350 0.1148237 5.605924e-03
[153,] 0.0382 0.1148493 1.042039e-02
[154,] 0.0396 0.1148654 1.252992e-02
[155,] 0.0398 0.1148679 1.283144e-02
[156,] 0.0413 0.1148888 1.509415e-02
[157,] 0.0415 0.1148919 1.539601e-02
[158,] 0.0421 0.1149014 1.630187e-02
[159,] 0.0441 0.1149370 1.932405e-02
[160,] 0.0443 0.1149409 1.962649e-02
[161,] 0.0455 0.1149656 2.144202e-02
[162,] 0.0467 0.1149924 2.325904e-02
[163,] 0.0468 0.1149947 2.341052e-02
[164,] 0.0470 0.1149994 2.371352e-02
[165,] 0.0476 0.1150139 2.462277e-02
[166,] 0.0491 0.1150526 2.689751e-02
[167,] 0.0507 0.1150975 2.932644e-02
[168,] 0.0512 0.1151124 3.008603e-02
[169,] 0.0525 0.1151528 3.206215e-02
[170,] 0.0531 0.1151723 3.297479e-02
[171,] 0.0544 0.1152165 3.495345e-02
[172,] 0.0546 0.1152235 3.525801e-02
[173,] 0.0564 0.1152894 3.800094e-02
[174,] 0.0579 0.1153481 4.028926e-02
[175,] 0.0623 0.1155402 4.701500e-02
[176,] 0.0628 0.1155639 4.778055e-02
[177,] 0.0631 0.1155783 4.824001e-02
[178,] 0.0648 0.1156625 5.084532e-02
[179,] 0.0669 0.1157727 5.406776e-02
[180,] 0.0672 0.1157890 5.452848e-02
[181,] 0.0680 0.1158331 5.575752e-02
[182,] 0.0693 0.1159069 5.775610e-02
[183,] 0.0694 0.1159126 5.790991e-02
[184,] 0.0702 0.1159595 5.914076e-02
[185,] 0.0747 0.1162412 6.607654e-02
[186,] 0.0750 0.1162611 6.653966e-02
[187,] 0.0770 0.1163973 6.962958e-02
[188,] 0.0783 0.1164891 7.164032e-02
[189,] 0.0790 0.1165396 7.272378e-02
[190,] 0.0807 0.1166655 7.535720e-02
[191,] 0.0814 0.1167186 7.644245e-02
[192,] 0.0827 0.1168193 7.845930e-02
[193,] 0.0829 0.1168350 7.876975e-02
[194,] 0.0835 0.1168826 7.970134e-02
[195,] 0.0850 0.1170039 8.203200e-02
[196,] 0.0871 0.1171796 8.529916e-02
[197,] 0.0879 0.1172483 8.654521e-02
[198,] 0.0880 0.1172570 8.670102e-02
[199,] 0.0913 0.1175516 9.184966e-02
[200,] 0.0935 0.1177574 9.528952e-02
[201,] 0.0962 0.1180204 9.951957e-02
[202,] 0.1000 0.1184099 1.054896e-01
[203,] 0.1011 0.1185269 1.072214e-01
[204,] 0.1013 0.1185484 1.075364e-01
[205,] 0.1025 0.1186786 1.094278e-01
[206,] 0.1058 0.1190483 1.146392e-01
[207,] 0.1065 0.1191289 1.157465e-01
[208,] 0.1086 0.1193755 1.190724e-01
[209,] 0.1109 0.1196535 1.227219e-01
[210,] 0.1110 0.1196658 1.228807e-01
[211,] 0.1121 0.1198019 1.246288e-01
[212,] 0.1123 0.1198269 1.249468e-01
[213,] 0.1130 0.1199147 1.260602e-01
[214,] 0.1131 0.1199274 1.262193e-01
[215,] 0.1146 0.1201185 1.286077e-01
[216,] 0.1150 0.1201700 1.292451e-01
[217,] 0.1242 0.1214267 1.439649e-01
[218,] 0.1246 0.1214844 1.446075e-01
[219,] 0.1288 0.1221060 1.513675e-01
[220,] 0.1304 0.1223502 1.539490e-01
[221,] 0.1330 0.1227560 1.581508e-01
[222,] 0.1331 0.1227718 1.583126e-01
[223,] 0.1351 0.1230916 1.615493e-01
[224,] 0.1361 0.1232540 1.631690e-01
[225,] 0.1377 0.1235171 1.657625e-01
[226,] 0.1407 0.1240217 1.706294e-01
[227,] 0.1441 0.1246113 1.761517e-01
[228,] 0.1443 0.1246465 1.764768e-01
[229,] 0.1454 0.1248416 1.782655e-01
[230,] 0.1508 0.1258280 1.870616e-01
[231,] 0.1644 0.1285231 2.092902e-01
[232,] 0.1793 0.1318236 2.337534e-01
[233,] 0.1814 0.1323181 2.372060e-01
[234,] 0.1838 0.1328922 2.411523e-01
[235,] 0.1927 0.1351036 2.557985e-01
[236,] 0.1978 0.1364296 2.642038e-01
[237,] 0.2012 0.1373374 2.698126e-01
[238,] 0.2026 0.1377168 2.721232e-01
[239,] 0.2056 0.1385406 2.770771e-01
[240,] 0.2087 0.1394074 2.821993e-01
[241,] 0.2099 0.1397473 2.841828e-01
[242,] 0.2385 0.1485497 3.312839e-01
[243,] 0.2400 0.1490485 3.337383e-01
[244,] 0.2620 0.1567849 3.694779e-01
, , n=150
newdata fun 1der
[1,] -0.3064 0.13785668 -0.5543228091
[2,] -0.2579 0.11257535 -0.4876426320
[3,] -0.2523 0.10986672 -0.4797165512
[4,] -0.2394 0.10379708 -0.4612706467
[5,] -0.2304 0.09970416 -0.4482445802
[6,] -0.2187 0.09455969 -0.4311149095
[7,] -0.2181 0.09430129 -0.4302304989
[8,] -0.2102 0.09094861 -0.4185317302
[9,] -0.2015 0.08736382 -0.4055406246
[10,] -0.1881 0.08206478 -0.3853184554
[11,] -0.1846 0.08072547 -0.3799992260
[12,] -0.1842 0.08057359 -0.3793904793
[13,] -0.1831 0.08015718 -0.3777155430
[14,] -0.1807 0.07925505 -0.3740566415
[15,] -0.1782 0.07832468 -0.3702387308
[16,] -0.1754 0.07729401 -0.3659547299
[17,] -0.1697 0.07523298 -0.3572078021
[18,] -0.1683 0.07473440 -0.3550541118
[19,] -0.1663 0.07402737 -0.3519737325
[20,] -0.1512 0.06888890 -0.3285769961
[21,] -0.1505 0.06865928 -0.3274863880
[22,] -0.1419 0.06590064 -0.3140441627
[23,] -0.1353 0.06386214 -0.3036736930
[24,] -0.1337 0.06337828 -0.3011525326
[25,] -0.1285 0.06183363 -0.2929393670
[26,] -0.1247 0.06073191 -0.2869115642
[27,] -0.1209 0.05965314 -0.2808575682
[28,] -0.1167 0.05848764 -0.2741375424
[29,] -0.1154 0.05813261 -0.2720519886
[30,] -0.1141 0.05778030 -0.2699639319
[31,] -0.1138 0.05769939 -0.2694817172
[32,] -0.1124 0.05732369 -0.2672296198
[33,] -0.1123 0.05729697 -0.2670686446
[34,] -0.1121 0.05724359 -0.2667466498
[35,] -0.1053 0.05546702 -0.2557635801
[36,] -0.1039 0.05511054 -0.2534938591
[37,] -0.0988 0.05383885 -0.2452010426
[38,] -0.0984 0.05374090 -0.2445489966
[39,] -0.0977 0.05357011 -0.2434073459
[40,] -0.0955 0.05303857 -0.2398145764
[41,] -0.0948 0.05287110 -0.2386699193
[42,] -0.0923 0.05227954 -0.2345759343
[43,] -0.0909 0.05195274 -0.2322792596
[44,] -0.0902 0.05179055 -0.2311298338
[45,] -0.0888 0.05146858 -0.2288288051
[46,] -0.0871 0.05108194 -0.2260307921
[47,] -0.0866 0.05096913 -0.2252070024
[48,] -0.0807 0.04966915 -0.2154592420
[49,] -0.0806 0.04964761 -0.2152936158
[50,] -0.0707 0.04759754 -0.1988454936
[51,] -0.0693 0.04732079 -0.1965115549
[52,] -0.0680 0.04706673 -0.1943425648
[53,] -0.0671 0.04689250 -0.1928399628
[54,] -0.0648 0.04645339 -0.1889962004
[55,] -0.0644 0.04637792 -0.1883271156
[56,] -0.0637 0.04624650 -0.1871557717
[57,] -0.0636 0.04622780 -0.1869883905
[58,] -0.0606 0.04567437 -0.1819615748
[59,] -0.0541 0.04452711 -0.1710344089
[60,] -0.0537 0.04445883 -0.1703603708
[61,] -0.0520 0.04417165 -0.1674936432
[62,] -0.0518 0.04413819 -0.1671561612
[63,] -0.0516 0.04410479 -0.1668186330
[64,] -0.0514 0.04407146 -0.1664810584
[65,] -0.0507 0.04395534 -0.1652991830
[66,] -0.0468 0.04332352 -0.1587040672
[67,] -0.0467 0.04330766 -0.1585347302
[68,] -0.0465 0.04327599 -0.1581960215
[69,] -0.0407 0.04238698 -0.1483533318
[70,] -0.0378 0.04196391 -0.1434173874
[71,] -0.0374 0.04190668 -0.1427358037
[72,] -0.0365 0.04177890 -0.1412015633
[73,] -0.0361 0.04172256 -0.1405193777
[74,] -0.0358 0.04168048 -0.1400076171
[75,] -0.0345 0.04149991 -0.1377887839
[76,] -0.0339 0.04141755 -0.1367640474
[77,] -0.0321 0.04117414 -0.1336873381
[78,] -0.0306 0.04097553 -0.1311205493
[79,] -0.0302 0.04092322 -0.1304356325
[80,] -0.0293 0.04080652 -0.1288938927
[81,] -0.0290 0.04076793 -0.1283797711
[82,] -0.0262 0.04041519 -0.1235762803
[83,] -0.0261 0.04040284 -0.1234045592
[84,] -0.0254 0.04031688 -0.1222021878
[85,] -0.0244 0.04019554 -0.1204835306
[86,] -0.0243 0.04018350 -0.1203116013
[87,] -0.0240 0.04014748 -0.1197957437
[88,] -0.0206 0.03975012 -0.1139420787
[89,] -0.0195 0.03962583 -0.1120453816
[90,] -0.0193 0.03960346 -0.1117003771
[91,] -0.0191 0.03958115 -0.1113553263
[92,] -0.0190 0.03957002 -0.1111827836
[93,] -0.0186 0.03952569 -0.1104924969
[94,] -0.0153 0.03917047 -0.1047922437
[95,] -0.0148 0.03911829 -0.1039280246
[96,] -0.0142 0.03905624 -0.1028907892
[97,] -0.0117 0.03880442 -0.0985669513
[98,] -0.0109 0.03872612 -0.0971826337
[99,] -0.0096 0.03860124 -0.0949324046
[100,] -0.0088 0.03852585 -0.0935472095
[101,] -0.0078 0.03843317 -0.0918152455
[102,] -0.0075 0.03840570 -0.0912955545
[103,] -0.0073 0.03838748 -0.0909490677
[104,] -0.0064 0.03830633 -0.0893896185
[105,] -0.0060 0.03827071 -0.0886963942
[106,] -0.0052 0.03820031 -0.0873096948
[107,] -0.0048 0.03816552 -0.0866162198
[108,] -0.0039 0.03808827 -0.0850555954
[109,] -0.0024 0.03796264 -0.0824536145
[110,] -0.0014 0.03788105 -0.0807183078
[111,] -0.0006 0.03781703 -0.0793296863
[112,] -0.0001 0.03777758 -0.0784616281
[113,] 0.0021 0.03760917 -0.0746403739
[114,] 0.0044 0.03744210 -0.0706412102
[115,] 0.0056 0.03735858 -0.0685529157
[116,] 0.0064 0.03730430 -0.0671600434
[117,] 0.0072 0.03725112 -0.0657666304
[118,] 0.0080 0.03719907 -0.0643726766
[119,] 0.0084 0.03717346 -0.0636754969
[120,] 0.0085 0.03716710 -0.0635011807
[121,] 0.0099 0.03707991 -0.0610598539
[122,] 0.0107 0.03703162 -0.0596640553
[123,] 0.0137 0.03686048 -0.0544260311
[124,] 0.0159 0.03674497 -0.0505824828
[125,] 0.0160 0.03673992 -0.0504077302
[126,] 0.0164 0.03671990 -0.0497086801
[127,] 0.0170 0.03669039 -0.0486599852
[128,] 0.0183 0.03662861 -0.0463873208
[129,] 0.0189 0.03660109 -0.0453381716
[130,] 0.0190 0.03659656 -0.0451632994
[131,] 0.0196 0.03656978 -0.0441139827
[132,] 0.0197 0.03656538 -0.0439390827
[133,] 0.0207 0.03652231 -0.0421898629
[134,] 0.0211 0.03650558 -0.0414900633
[135,] 0.0215 0.03648912 -0.0407902000
[136,] 0.0224 0.03645312 -0.0392152894
[137,] 0.0225 0.03644921 -0.0390402825
[138,] 0.0230 0.03642991 -0.0381651985
[139,] 0.0233 0.03641854 -0.0376401083
[140,] 0.0240 0.03639262 -0.0364147818
[141,] 0.0248 0.03636404 -0.0350142096
[142,] 0.0250 0.03635708 -0.0346640333
[143,] 0.0267 0.03630068 -0.0316869998
[144,] 0.0286 0.03624363 -0.0283585927
[145,] 0.0293 0.03622421 -0.0271320357
[146,] 0.0308 0.03618549 -0.0245031528
[147,] 0.0312 0.03617583 -0.0238019946
[148,] 0.0316 0.03616644 -0.0231007861
[149,] 0.0326 0.03614422 -0.0213475441
[150,] 0.0332 0.03613173 -0.0202954477
[151,] 0.0339 0.03611795 -0.0190678584
[152,] 0.0350 0.03609804 -0.0171384778
[153,] 0.0382 0.03605218 -0.0115235661
[154,] 0.0396 0.03603776 -0.0090660277
[155,] 0.0398 0.03603599 -0.0087149003
[156,] 0.0413 0.03602489 -0.0060810436
[157,] 0.0415 0.03602371 -0.0057298091
[158,] 0.0421 0.03602059 -0.0046760301
[159,] 0.0441 0.03601475 -0.0011626141
[160,] 0.0443 0.03601455 -0.0008112032
[161,] 0.0455 0.03601484 0.0012975270
[162,] 0.0467 0.03601766 0.0034067110
[163,] 0.0468 0.03601801 0.0035824968
[164,] 0.0470 0.03601877 0.0039340778
[165,] 0.0476 0.03602144 0.0049888967
[166,] 0.0491 0.03603090 0.0076263118
[167,] 0.0507 0.03604536 0.0104399649
[168,] 0.0512 0.03605080 0.0113193178
[169,] 0.0525 0.03606700 0.0136058273
[170,] 0.0531 0.03607548 0.0146612330
[171,] 0.0544 0.03609602 0.0169481483
[172,] 0.0546 0.03609945 0.0173000060
[173,] 0.0564 0.03613344 0.0204670214
[174,] 0.0579 0.03616612 0.0231066073
[175,] 0.0623 0.03628483 0.0308515246
[176,] 0.0628 0.03630047 0.0317318301
[177,] 0.0631 0.03631007 0.0322600330
[178,] 0.0648 0.03636746 0.0352534624
[179,] 0.0669 0.03644537 0.0389518834
[180,] 0.0672 0.03645714 0.0394802884
[181,] 0.0680 0.03648928 0.0408894406
[182,] 0.0693 0.03654393 0.0431795372
[183,] 0.0694 0.03654826 0.0433557099
[184,] 0.0702 0.03658350 0.0447651512
[185,] 0.0747 0.03680279 0.0526952170
[186,] 0.0750 0.03681868 0.0532240063
[187,] 0.0770 0.03692865 0.0567496461
[188,] 0.0783 0.03700392 0.0590416642
[189,] 0.0790 0.03704568 0.0602759428
[190,] 0.0807 0.03715069 0.0632738116
[191,] 0.0814 0.03719542 0.0645083661
[192,] 0.0827 0.03728077 0.0668013237
[193,] 0.0829 0.03729416 0.0671541111
[194,] 0.0835 0.03733477 0.0682125125
[195,] 0.0850 0.03743908 0.0708587748
[196,] 0.0871 0.03759177 0.0745641629
[197,] 0.0879 0.03765199 0.0759759298
[198,] 0.0880 0.03765959 0.0761524081
[199,] 0.0913 0.03792051 0.0819771119
[200,] 0.0935 0.03810513 0.0858612414
[201,] 0.0962 0.03834339 0.0906292141
[202,] 0.1000 0.03870054 0.0973424412
[203,] 0.1011 0.03880868 0.0992873179
[204,] 0.1013 0.03882857 0.0996410272
[205,] 0.1025 0.03894942 0.1017638994
[206,] 0.1058 0.03929487 0.1076044116
[207,] 0.1065 0.03937063 0.1088435538
[208,] 0.1086 0.03960311 0.1125614947
[209,] 0.1109 0.03986668 0.1166344105
[210,] 0.1110 0.03987835 0.1168115148
[211,] 0.1121 0.04000792 0.1187597773
[212,] 0.1123 0.04003171 0.1191140230
[213,] 0.1130 0.04011552 0.1203538512
[214,] 0.1131 0.04012756 0.1205309656
[215,] 0.1146 0.04031035 0.1231875612
[216,] 0.1150 0.04035977 0.1238959489
[217,] 0.1242 0.04157455 0.1401844679
[218,] 0.1246 0.04163076 0.1408924731
[219,] 0.1288 0.04223812 0.1483255667
[220,] 0.1304 0.04247771 0.1511567594
[221,] 0.1330 0.04287669 0.1557569037
[222,] 0.1331 0.04289228 0.1559338189
[223,] 0.1351 0.04320768 0.1594719135
[224,] 0.1361 0.04336804 0.1612408114
[225,] 0.1377 0.04362829 0.1640708410
[226,] 0.1407 0.04412846 0.1693764593
[227,] 0.1441 0.04471456 0.1753884100
[228,] 0.1443 0.04474967 0.1757420183
[229,] 0.1454 0.04494406 0.1776867928
[230,] 0.1508 0.04592934 0.1872321201
[231,] 0.1644 0.04863913 0.2112661837
[232,] 0.1793 0.05198321 0.2376031575
[233,] 0.1814 0.05248607 0.2413128454
[234,] 0.1838 0.05307031 0.2455512882
[235,] 0.1927 0.05532562 0.2612576549
[236,] 0.1978 0.05668097 0.2702493588
[237,] 0.2012 0.05761000 0.2762400758
[238,] 0.2026 0.05799846 0.2787059691
[239,] 0.2056 0.05884251 0.2839883123
[240,] 0.2087 0.05973133 0.2894442199
[241,] 0.2099 0.06007993 0.2915553237
[242,] 0.2385 0.06913664 0.3417345393
[243,] 0.2400 0.06965121 0.3443572142
[244,] 0.2620 0.07764911 0.3826739029
, , n=220
newdata fun 1der
[1,] -0.3064 0.1799592 -0.4621963166
[2,] -0.2579 0.1591745 -0.3944346152
[3,] -0.2523 0.1569880 -0.3864519554
[4,] -0.2394 0.1521215 -0.3680232686
[5,] -0.2304 0.1488674 -0.3551079225
[6,] -0.2187 0.1448113 -0.3382204383
[7,] -0.2181 0.1446087 -0.3373514975
[8,] -0.2102 0.1419889 -0.3258803264
[9,] -0.2015 0.1392089 -0.3131838574
[10,] -0.1881 0.1351439 -0.2935067782
[11,] -0.1846 0.1341257 -0.2883431026
[12,] -0.1842 0.1340104 -0.2877523316
[13,] -0.1831 0.1336948 -0.2861270379
[14,] -0.1807 0.1330124 -0.2825775144
[15,] -0.1782 0.1323105 -0.2788750948
[16,] -0.1754 0.1315355 -0.2747223284
[17,] -0.1697 0.1299937 -0.2662490837
[18,] -0.1683 0.1296224 -0.2641641685
[19,] -0.1663 0.1290971 -0.2611831727
[20,] -0.1512 0.1253237 -0.2385801162
[21,] -0.1505 0.1251570 -0.2375283917
[22,] -0.1419 0.1231699 -0.2245918368
[23,] -0.1353 0.1217204 -0.2146568678
[24,] -0.1337 0.1213788 -0.2122487438
[25,] -0.1285 0.1202955 -0.2044216035
[26,] -0.1247 0.1195296 -0.1986998028
[27,] -0.1209 0.1187854 -0.1929759840
[28,] -0.1167 0.1179882 -0.1866457221
[29,] -0.1154 0.1177468 -0.1846855971
[30,] -0.1141 0.1175080 -0.1827251255
[31,] -0.1138 0.1174532 -0.1822726597
[32,] -0.1124 0.1171995 -0.1801609088
[33,] -0.1123 0.1171815 -0.1800100540
[34,] -0.1121 0.1171456 -0.1797083384
[35,] -0.1053 0.1159584 -0.1694451251
[36,] -0.1039 0.1157227 -0.1673309332
[37,] -0.0988 0.1148889 -0.1596256868
[38,] -0.0984 0.1148252 -0.1590211064
[39,] -0.0977 0.1147143 -0.1579630036
[40,] -0.0955 0.1143704 -0.1546370341
[41,] -0.0948 0.1142625 -0.1535787451
[42,] -0.0923 0.1138833 -0.1497991284
[43,] -0.0909 0.1136751 -0.1476825349
[44,] -0.0902 0.1135721 -0.1466242892
[45,] -0.0888 0.1133683 -0.1445080559
[46,] -0.0871 0.1131248 -0.1419388068
[47,] -0.0866 0.1130540 -0.1411832419
[48,] -0.0807 0.1122473 -0.1322714457
[49,] -0.0806 0.1122341 -0.1321204217
[50,] -0.0707 0.1110001 -0.1171777376
[51,] -0.0693 0.1108375 -0.1150674237
[52,] -0.0680 0.1106892 -0.1131079230
[53,] -0.0671 0.1105880 -0.1117512195
[54,] -0.0648 0.1103350 -0.1082830193
[55,] -0.0644 0.1102918 -0.1076796716
[56,] -0.0637 0.1102168 -0.1066236832
[57,] -0.0636 0.1102061 -0.1064728142
[58,] -0.0606 0.1098935 -0.1019428686
[59,] -0.0541 0.1092629 -0.0920912082
[60,] -0.0537 0.1092262 -0.0914832397
[61,] -0.0520 0.1090728 -0.0888968028
[62,] -0.0518 0.1090551 -0.0885922301
[63,] -0.0516 0.1090374 -0.0882875972
[64,] -0.0514 0.1090198 -0.0879829041
[65,] -0.0507 0.1089586 -0.0869160040
[66,] -0.0468 0.1086312 -0.0809585634
[67,] -0.0467 0.1086231 -0.0808055339
[68,] -0.0465 0.1086070 -0.0804994363
[69,] -0.0407 0.1081659 -0.0715996756
[70,] -0.0378 0.1079647 -0.0671329350
[71,] -0.0374 0.1079380 -0.0665159519
[72,] -0.0365 0.1078787 -0.0651269593
[73,] -0.0361 0.1078528 -0.0645092823
[74,] -0.0358 0.1078335 -0.0640458843
[75,] -0.0345 0.1077516 -0.0620364385
[76,] -0.0339 0.1077146 -0.0611082477
[77,] -0.0321 0.1076071 -0.0583216162
[78,] -0.0306 0.1075214 -0.0559972024
[79,] -0.0302 0.1074991 -0.0553770178
[80,] -0.0293 0.1074499 -0.0539810775
[81,] -0.0290 0.1074338 -0.0535156025
[82,] -0.0262 0.1072900 -0.0491672753
[83,] -0.0261 0.1072851 -0.0490118478
[84,] -0.0254 0.1072512 -0.0479236040
[85,] -0.0244 0.1072041 -0.0463682074
[86,] -0.0243 0.1071994 -0.0462126183
[87,] -0.0240 0.1071856 -0.0457457975
[88,] -0.0206 0.1070391 -0.0404495167
[89,] -0.0195 0.1069955 -0.0387337933
[90,] -0.0193 0.1069878 -0.0384217269
[91,] -0.0191 0.1069802 -0.0381096247
[92,] -0.0190 0.1069764 -0.0379535601
[93,] -0.0186 0.1069613 -0.0373292120
[94,] -0.0153 0.1068466 -0.0321728728
[95,] -0.0148 0.1068307 -0.0313907810
[96,] -0.0142 0.1068122 -0.0304519955
[97,] -0.0117 0.1067410 -0.0265371551
[98,] -0.0109 0.1067202 -0.0252833045
[99,] -0.0096 0.1066887 -0.0232446581
[100,] -0.0088 0.1066706 -0.0219894054
[101,] -0.0078 0.1066494 -0.0204195884
[102,] -0.0075 0.1066433 -0.0199484806
[103,] -0.0073 0.1066394 -0.0196343669
[104,] -0.0064 0.1066223 -0.0182204425
[105,] -0.0060 0.1066152 -0.0175918146
[106,] -0.0052 0.1066016 -0.0163341583
[107,] -0.0048 0.1065952 -0.0157051298
[108,] -0.0039 0.1065817 -0.0142893275
[109,] -0.0024 0.1065620 -0.0119281548
[110,] -0.0014 0.1065509 -0.0103529964
[111,] -0.0006 0.1065431 -0.0090922688
[112,] -0.0001 0.1065388 -0.0083040427
[113,] 0.0021 0.1065243 -0.0048333695
[114,] 0.0044 0.1065174 -0.0012006194
[115,] 0.0056 0.1065171 0.0006964811
[116,] 0.0064 0.1065181 0.0019618590
[117,] 0.0072 0.1065202 0.0032275260
[118,] 0.0080 0.1065233 0.0044934275
[119,] 0.0084 0.1065252 0.0051264661
[120,] 0.0085 0.1065257 0.0052847349
[121,] 0.0099 0.1065347 0.0075008830
[122,] 0.0107 0.1065412 0.0087675756
[123,] 0.0137 0.1065746 0.0135197608
[124,] 0.0159 0.1066082 0.0170067917
[125,] 0.0160 0.1066099 0.0171653353
[126,] 0.0164 0.1066169 0.0177995460
[127,] 0.0170 0.1066279 0.0187509720
[128,] 0.0183 0.1066536 0.0208128474
[129,] 0.0189 0.1066664 0.0217646909
[130,] 0.0190 0.1066686 0.0219233444
[131,] 0.0196 0.1066820 0.0228753418
[132,] 0.0197 0.1066843 0.0230340208
[133,] 0.0207 0.1067081 0.0246210128
[134,] 0.0211 0.1067181 0.0252559122
[135,] 0.0215 0.1067283 0.0258908701
[136,] 0.0224 0.1067523 0.0273197398
[137,] 0.0225 0.1067550 0.0274785214
[138,] 0.0230 0.1067689 0.0282724844
[139,] 0.0233 0.1067775 0.0287489062
[140,] 0.0240 0.1067980 0.0298606852
[141,] 0.0248 0.1068224 0.0311315011
[142,] 0.0250 0.1068287 0.0314492182
[143,] 0.0267 0.1068844 0.0341497076
[144,] 0.0286 0.1069522 0.0371676774
[145,] 0.0293 0.1069786 0.0382795014
[146,] 0.0308 0.1070378 0.0406617379
[147,] 0.0312 0.1070542 0.0412969260
[148,] 0.0316 0.1070708 0.0419320826
[149,] 0.0326 0.1071136 0.0435198358
[150,] 0.0332 0.1071400 0.0444723930
[151,] 0.0339 0.1071715 0.0455836199
[152,] 0.0350 0.1072226 0.0473296383
[153,] 0.0382 0.1073822 0.0524103939
[154,] 0.0396 0.1074571 0.0546352612
[155,] 0.0398 0.1074680 0.0549532044
[156,] 0.0413 0.1075523 0.0573386159
[157,] 0.0415 0.1075638 0.0576567824
[158,] 0.0421 0.1075986 0.0586114395
[159,] 0.0441 0.1077191 0.0617953370
[160,] 0.0443 0.1077314 0.0621138712
[161,] 0.0455 0.1078071 0.0640256281
[162,] 0.0467 0.1078851 0.0659383305
[163,] 0.0468 0.1078917 0.0660977650
[164,] 0.0470 0.1079050 0.0664166538
[165,] 0.0476 0.1079451 0.0673734778
[166,] 0.0491 0.1080480 0.0697665719
[167,] 0.0507 0.1081616 0.0723208341
[168,] 0.0512 0.1081980 0.0731193858
[169,] 0.0525 0.1082944 0.0751963884
[170,] 0.0531 0.1083398 0.0761553793
[171,] 0.0544 0.1084401 0.0782340038
[172,] 0.0546 0.1084558 0.0785538907
[173,] 0.0564 0.1085998 0.0814340545
[174,] 0.0579 0.1087238 0.0838358163
[175,] 0.0623 0.1091082 0.0908894392
[176,] 0.0628 0.1091538 0.0916916509
[177,] 0.0631 0.1091814 0.0921730165
[178,] 0.0648 0.1093404 0.0949013019
[179,] 0.0669 0.1095432 0.0982725838
[180,] 0.0672 0.1095728 0.0987542282
[181,] 0.0680 0.1096523 0.1000386406
[182,] 0.0693 0.1097837 0.1021258953
[183,] 0.0694 0.1097939 0.1022864577
[184,] 0.0702 0.1098763 0.1035709791
[185,] 0.0747 0.1103586 0.1107971505
[186,] 0.0750 0.1103919 0.1112789398
[187,] 0.0770 0.1106177 0.1144910112
[188,] 0.0783 0.1107679 0.1165789905
[189,] 0.0790 0.1108499 0.1177033304
[190,] 0.0807 0.1110523 0.1204339964
[191,] 0.0814 0.1111370 0.1215584403
[192,] 0.0827 0.1112964 0.1236467483
[193,] 0.0829 0.1113211 0.1239680093
[194,] 0.0835 0.1113958 0.1249317369
[195,] 0.0850 0.1115850 0.1273406913
[196,] 0.0871 0.1118560 0.1307123527
[197,] 0.0879 0.1119610 0.1319965267
[198,] 0.0880 0.1119743 0.1321570380
[199,] 0.0913 0.1124191 0.1374526136
[200,] 0.0935 0.1127254 0.1409815971
[201,] 0.0962 0.1131119 0.1453110915
[202,] 0.1000 0.1136756 0.1514015956
[203,] 0.1011 0.1138431 0.1531640126
[204,] 0.1013 0.1138738 0.1534844220
[205,] 0.1025 0.1140591 0.1554066837
[206,] 0.1058 0.1145807 0.1606911852
[207,] 0.1065 0.1146936 0.1618118160
[208,] 0.1086 0.1150369 0.1651730282
[209,] 0.1109 0.1154211 0.1688531231
[210,] 0.1110 0.1154379 0.1690130939
[211,] 0.1121 0.1156248 0.1707725856
[212,] 0.1123 0.1156590 0.1710924563
[213,] 0.1130 0.1157792 0.1722119148
[214,] 0.1131 0.1157964 0.1723718257
[215,] 0.1146 0.1160568 0.1747698768
[216,] 0.1150 0.1161268 0.1754091574
[217,] 0.1242 0.1178081 0.1900801349
[218,] 0.1246 0.1178842 0.1907167988
[219,] 0.1288 0.1186993 0.1973967243
[220,] 0.1304 0.1190172 0.1999390339
[221,] 0.1330 0.1195424 0.2040674349
[222,] 0.1331 0.1195628 0.2042261490
[223,] 0.1351 0.1199744 0.2073993346
[224,] 0.1361 0.1201826 0.2089851707
[225,] 0.1377 0.1205190 0.2115219439
[226,] 0.1407 0.1211607 0.2162767648
[227,] 0.1441 0.1219052 0.2216629933
[228,] 0.1443 0.1219496 0.2219797452
[229,] 0.1454 0.1221947 0.2237217123
[230,] 0.1508 0.1234259 0.2322690437
[231,] 0.1644 0.1267310 0.2537651540
[232,] 0.1793 0.1306872 0.2772645912
[233,] 0.1814 0.1312729 0.2805716004
[234,] 0.1838 0.1319508 0.2843494433
[235,] 0.1927 0.1345438 0.2983437893
[236,] 0.1978 0.1360858 0.3063526850
[237,] 0.2012 0.1371365 0.3116882021
[238,] 0.2026 0.1375744 0.3138845575
[239,] 0.2056 0.1385231 0.3185907936
[240,] 0.2087 0.1395183 0.3234535610
[241,] 0.2099 0.1399076 0.3253358289
[242,] 0.2385 0.1498517 0.3699860946
[243,] 0.2400 0.1504084 0.3723144684
[244,] 0.2620 0.1589733 0.4062437715
, , n=340
newdata fun 1der
[1,] -0.3064 0.11226713 -0.6355276188
[2,] -0.2579 0.08377133 -0.5390220222
[3,] -0.2523 0.08078456 -0.5276728350
[4,] -0.2394 0.07414703 -0.5013650590
[5,] -0.2304 0.06971786 -0.4828766414
[6,] -0.2187 0.06420966 -0.4586527580
[7,] -0.2181 0.06393484 -0.4574033422
[8,] -0.2102 0.06038652 -0.4408881650
[9,] -0.2015 0.05663036 -0.4225763606
[10,] -0.1881 0.05115783 -0.3941916690
[11,] -0.1846 0.04979118 -0.3867500730
[12,] -0.1842 0.04963665 -0.3858987169
[13,] -0.1831 0.04921345 -0.3835565482
[14,] -0.1807 0.04829905 -0.3784415980
[15,] -0.1782 0.04735961 -0.3731067697
[16,] -0.1754 0.04632329 -0.3671236408
[17,] -0.1697 0.04426546 -0.3549144410
[18,] -0.1683 0.04377068 -0.3519094200
[19,] -0.1663 0.04307116 -0.3476122433
[20,] -0.1512 0.03806806 -0.3149941832
[21,] -0.1505 0.03784809 -0.3134731035
[22,] -0.1419 0.03523278 -0.2947201179
[23,] -0.1353 0.03333534 -0.2802495997
[24,] -0.1337 0.03288976 -0.2767313260
[25,] -0.1285 0.03148053 -0.2652756706
[26,] -0.1247 0.03048841 -0.2568860701
[27,] -0.1209 0.02952821 -0.2484815165
[28,] -0.1167 0.02850413 -0.2391739874
[29,] -0.1154 0.02819507 -0.2362885025
[30,] -0.1141 0.02788978 -0.2334007929
[31,] -0.1138 0.02781986 -0.2327340824
[32,] -0.1124 0.02749621 -0.2296211457
[33,] -0.1123 0.02747326 -0.2293986843
[34,] -0.1121 0.02742742 -0.2289537177
[35,] -0.1053 0.02592205 -0.2137911169
[36,] -0.1039 0.02562494 -0.2106619283
[37,] -0.0988 0.02457968 -0.1992350891
[38,] -0.0984 0.02450016 -0.1983367190
[39,] -0.0977 0.02436188 -0.1967636924
[40,] -0.0955 0.02393444 -0.1918121552
[41,] -0.0948 0.02380073 -0.1902342461
[42,] -0.0923 0.02333219 -0.1845893199
[43,] -0.0909 0.02307598 -0.1814216526
[44,] -0.0902 0.02294954 -0.1798360665
[45,] -0.0888 0.02270000 -0.1766613898
[46,] -0.0871 0.02240295 -0.1728001430
[47,] -0.0866 0.02231684 -0.1716632214
[48,] -0.0807 0.02134367 -0.1582139296
[49,] -0.0806 0.02132786 -0.1579854729
[50,] -0.0707 0.01987601 -0.1352926664
[51,] -0.0693 0.01968885 -0.1320724507
[52,] -0.0680 0.01951910 -0.1290804237
[53,] -0.0671 0.01940386 -0.1270080386
[54,] -0.0648 0.01911784 -0.1217085191
[55,] -0.0644 0.01906934 -0.1207864078
[56,] -0.0637 0.01898535 -0.1191723994
[57,] -0.0636 0.01897345 -0.1189417941
[58,] -0.0606 0.01862700 -0.1120198477
[59,] -0.0541 0.01794768 -0.0969967811
[60,] -0.0537 0.01790907 -0.0960712834
[61,] -0.0520 0.01774909 -0.0921371309
[62,] -0.0518 0.01773071 -0.0916742057
[63,] -0.0516 0.01771242 -0.0912112628
[64,] -0.0514 0.01769422 -0.0907483022
[65,] -0.0507 0.01763127 -0.0891278023
[66,] -0.0468 0.01730128 -0.0800958183
[67,] -0.0467 0.01729328 -0.0798641711
[68,] -0.0465 0.01727735 -0.0794008795
[69,] -0.0407 0.01685579 -0.0659700603
[70,] -0.0378 0.01667420 -0.0592603532
[71,] -0.0374 0.01665068 -0.0583351935
[72,] -0.0365 0.01659912 -0.0562538653
[73,] -0.0361 0.01657680 -0.0553289556
[74,] -0.0358 0.01656031 -0.0546353237
[75,] -0.0345 0.01649123 -0.0516300854
[76,] -0.0339 0.01646067 -0.0502433263
[77,] -0.0321 0.01637398 -0.0460840869
[78,] -0.0306 0.01630745 -0.0426192435
[79,] -0.0302 0.01629059 -0.0416954679
[80,] -0.0293 0.01625400 -0.0396172539
[81,] -0.0290 0.01624222 -0.0389246025
[82,] -0.0262 0.01614228 -0.0324605925
[83,] -0.0261 0.01613904 -0.0322297531
[84,] -0.0254 0.01611705 -0.0306139122
[85,] -0.0244 0.01608759 -0.0283056741
[86,] -0.0243 0.01608477 -0.0280748572
[87,] -0.0240 0.01607645 -0.0273824138
[88,] -0.0206 0.01599669 -0.0195355068
[89,] -0.0195 0.01597660 -0.0169971102
[90,] -0.0193 0.01597324 -0.0165355998
[91,] -0.0191 0.01596998 -0.0160740944
[92,] -0.0190 0.01596839 -0.0158433435
[93,] -0.0186 0.01596223 -0.0149203526
[94,] -0.0153 0.01592556 -0.0073064390
[95,] -0.0148 0.01592220 -0.0061529342
[96,] -0.0142 0.01591892 -0.0047687696
[97,] -0.0117 0.01591421 0.0009980996
[98,] -0.0109 0.01591574 0.0028433331
[99,] -0.0096 0.01592139 0.0058416673
[100,] -0.0088 0.01592680 0.0076866912
[101,] -0.0078 0.01593564 0.0099928589
[102,] -0.0075 0.01593874 0.0106846849
[103,] -0.0073 0.01594092 0.0111458960
[104,] -0.0064 0.01595189 0.0132212842
[105,] -0.0060 0.01595736 0.0141436460
[106,] -0.0052 0.01596941 0.0159882780
[107,] -0.0048 0.01597599 0.0169105376
[108,] -0.0039 0.01599215 0.0189852900
[109,] -0.0024 0.01602322 0.0224419422
[110,] -0.0014 0.01604681 0.0247449795
[111,] -0.0006 0.01606734 0.0265865464
[112,] -0.0001 0.01608092 0.0277371362
[113,] 0.0021 0.01614751 0.0327963073
[114,] 0.0044 0.01622902 0.0380804305
[115,] 0.0056 0.01627637 0.0408354129
[116,] 0.0064 0.01630977 0.0426713244
[117,] 0.0072 0.01634465 0.0445066413
[118,] 0.0080 0.01638098 0.0463413121
[119,] 0.0084 0.01639970 0.0472583171
[120,] 0.0085 0.01640444 0.0474875323
[121,] 0.0099 0.01647317 0.0506950287
[122,] 0.0107 0.01651446 0.0525266135
[123,] 0.0137 0.01668233 0.0593868279
[124,] 0.0159 0.01681851 0.0644088500
[125,] 0.0160 0.01682496 0.0646369075
[126,] 0.0164 0.01685100 0.0655489435
[127,] 0.0170 0.01689074 0.0669164157
[128,] 0.0183 0.01697965 0.0698768774
[129,] 0.0189 0.01702199 0.0712421390
[130,] 0.0190 0.01702913 0.0714696148
[131,] 0.0196 0.01707242 0.0728340620
[132,] 0.0197 0.01707971 0.0730614020
[133,] 0.0207 0.01715391 0.0753337355
[134,] 0.0211 0.01718422 0.0762421259
[135,] 0.0215 0.01721490 0.0771502071
[136,] 0.0224 0.01728526 0.0791922857
[137,] 0.0225 0.01729319 0.0794190882
[138,] 0.0230 0.01733318 0.0805528146
[139,] 0.0233 0.01735745 0.0812328249
[140,] 0.0240 0.01741487 0.0828189472
[141,] 0.0248 0.01748185 0.0846306962
[142,] 0.0250 0.01749882 0.0850834731
[143,] 0.0267 0.01764673 0.0889294870
[144,] 0.0286 0.01781977 0.0932224890
[145,] 0.0293 0.01788558 0.0948026620
[146,] 0.0308 0.01803033 0.0981861012
[147,] 0.0312 0.01806978 0.0990877423
[148,] 0.0316 0.01810960 0.0999891268
[149,] 0.0326 0.01821071 0.1022414656
[150,] 0.0332 0.01827246 0.1035920992
[151,] 0.0339 0.01834553 0.1051671088
[152,] 0.0350 0.01846257 0.1076405362
[153,] 0.0382 0.01881852 0.1148249291
[154,] 0.0396 0.01898147 0.1179629374
[155,] 0.0398 0.01900511 0.1184109678
[156,] 0.0413 0.01918525 0.1217690291
[157,] 0.0415 0.01920964 0.1222164480
[158,] 0.0421 0.01928338 0.1235582337
[159,] 0.0441 0.01953496 0.1280257515
[160,] 0.0443 0.01956061 0.1284720716
[161,] 0.0455 0.01971638 0.1311483441
[162,] 0.0467 0.01987537 0.1338217912
[163,] 0.0468 0.01988876 0.1340444509
[164,] 0.0470 0.01991561 0.1344897115
[165,] 0.0476 0.01999671 0.1358250160
[166,] 0.0491 0.02020295 0.1391597860
[167,] 0.0507 0.02042844 0.1427112890
[168,] 0.0512 0.02050008 0.1438199513
[169,] 0.0525 0.02068892 0.1466998385
[170,] 0.0531 0.02077733 0.1480277336
[171,] 0.0544 0.02097164 0.1509020718
[172,] 0.0546 0.02100186 0.1513439614
[173,] 0.0564 0.02127786 0.1553174380
[174,] 0.0579 0.02151332 0.1586238140
[175,] 0.0623 0.02223255 0.1682960757
[176,] 0.0628 0.02231698 0.1693926773
[177,] 0.0631 0.02236789 0.1700503915
[178,] 0.0648 0.02266014 0.1737739828
[179,] 0.0669 0.02302989 0.1783662659
[180,] 0.0672 0.02308350 0.1790215943
[181,] 0.0680 0.02322742 0.1807682019
[182,] 0.0693 0.02346426 0.1836035397
[183,] 0.0694 0.02348263 0.1838214939
[184,] 0.0702 0.02363038 0.1855643627
[185,] 0.0747 0.02448744 0.1953426674
[186,] 0.0750 0.02454614 0.1959930249
[187,] 0.0770 0.02494246 0.2003238554
[188,] 0.0783 0.02520471 0.2031343385
[189,] 0.0790 0.02534743 0.2046461885
[190,] 0.0807 0.02569845 0.2083134907
[191,] 0.0814 0.02584480 0.2098217718
[192,] 0.0827 0.02611938 0.2126201038
[193,] 0.0829 0.02616195 0.2130502977
[194,] 0.0835 0.02629017 0.2143403698
[195,] 0.0850 0.02661410 0.2175619827
[196,] 0.0871 0.02707570 0.2220632663
[197,] 0.0879 0.02725404 0.2237752853
[198,] 0.0880 0.02727643 0.2239891808
[199,] 0.0913 0.02802722 0.2310344216
[200,] 0.0935 0.02854065 0.2357169937
[201,] 0.0962 0.02918483 0.2414482443
[202,] 0.1000 0.03011761 0.2494854319
[203,] 0.1011 0.03039332 0.2518056541
[204,] 0.1013 0.03044373 0.2522272073
[205,] 0.1025 0.03074792 0.2547545525
[206,] 0.1058 0.03160005 0.2616873064
[207,] 0.1065 0.03178375 0.2631546011
[208,] 0.1086 0.03234099 0.2675495777
[209,] 0.1109 0.03296188 0.2723512348
[210,] 0.1110 0.03298912 0.2725597205
[211,] 0.1121 0.03329020 0.2748515131
[212,] 0.1123 0.03334521 0.2752678972
[213,] 0.1130 0.03353841 0.2767245014
[214,] 0.1131 0.03356609 0.2769324938
[215,] 0.1146 0.03398383 0.2800495594
[216,] 0.1150 0.03409601 0.2808798841
[217,] 0.1242 0.03676763 0.2998735685
[218,] 0.1246 0.03688775 0.3006947626
[219,] 0.1288 0.03816873 0.3092892961
[220,] 0.1304 0.03866620 0.3125500182
[221,] 0.1330 0.03948571 0.3178334713
[222,] 0.1331 0.03951750 0.3180363054
[223,] 0.1351 0.04015762 0.3220871429
[224,] 0.1361 0.04048072 0.3241083660
[225,] 0.1377 0.04100188 0.3273364760
[226,] 0.1407 0.04199295 0.3333697860
[227,] 0.1441 0.04313798 0.3401769530
[228,] 0.1443 0.04320606 0.3405763626
[229,] 0.1454 0.04358190 0.3427711056
[230,] 0.1508 0.04546186 0.3534956635
[231,] 0.1644 0.05045113 0.3801280561
[232,] 0.1793 0.05632852 0.4086740510
[233,] 0.1814 0.05719090 0.4126452555
[234,] 0.1838 0.05818669 0.4171704523
[235,] 0.1927 0.06197376 0.4338246521
[236,] 0.1978 0.06421039 0.4432721151
[237,] 0.2012 0.06572817 0.4495325789
[238,] 0.2026 0.06635931 0.4521021712
[239,] 0.2056 0.06772386 0.4575922432
[240,] 0.2087 0.06915116 0.4632421140
[241,] 0.2099 0.06970836 0.4654228208
[242,] 0.2385 0.08375117 0.5161858655
[243,] 0.2400 0.08452740 0.5187781954
[244,] 0.2620 0.09635271 0.5559985867
, , n=510
newdata fun 1der
[1,] -0.3064 1.211465e-01 -0.7270039720
[2,] -0.2579 8.812886e-02 -0.6346214226
[3,] -0.2523 8.460525e-02 -0.6238058263
[4,] -0.2394 7.672436e-02 -0.5987455280
[5,] -0.2304 7.141704e-02 -0.5810595902
[6,] -0.2187 6.475784e-02 -0.5578245150
[7,] -0.2181 6.442373e-02 -0.5566266343
[8,] -0.2102 6.008880e-02 -0.5408121940
[9,] -0.2015 5.546381e-02 -0.5233070588
[10,] -0.1881 4.863614e-02 -0.4962010443
[11,] -0.1846 4.691317e-02 -0.4890873845
[12,] -0.1842 4.671770e-02 -0.4882731770
[13,] -0.1831 4.618234e-02 -0.4860328764
[14,] -0.1807 4.502232e-02 -0.4811395172
[15,] -0.1782 4.382624e-02 -0.4760342054
[16,] -0.1754 4.250136e-02 -0.4703042091
[17,] -0.1697 3.985535e-02 -0.4586003687
[18,] -0.1683 3.921533e-02 -0.4557178597
[19,] -0.1663 3.831006e-02 -0.4515946796
[20,] -0.1512 3.173001e-02 -0.4202443862
[21,] -0.1505 3.143636e-02 -0.4187806218
[22,] -0.1419 2.791450e-02 -0.4007242200
[23,] -0.1353 2.531881e-02 -0.3867669486
[24,] -0.1337 2.470295e-02 -0.3833686132
[25,] -0.1285 2.273884e-02 -0.3722774724
[26,] -0.1247 2.134073e-02 -0.3641328709
[27,] -0.1209 1.997428e-02 -0.3559604090
[28,] -0.1167 1.849940e-02 -0.3468958033
[29,] -0.1154 1.805026e-02 -0.3440826377
[30,] -0.1141 1.760479e-02 -0.3412654726
[31,] -0.1138 1.750250e-02 -0.3406147896
[32,] -0.1124 1.702894e-02 -0.3375750914
[33,] -0.1123 1.699519e-02 -0.3373577460
[34,] -0.1121 1.692777e-02 -0.3369229657
[35,] -0.1053 1.468886e-02 -0.3220698364
[36,] -0.1039 1.424066e-02 -0.3189949811
[37,] -0.0988 1.264278e-02 -0.3077405905
[38,] -0.0984 1.251986e-02 -0.3068542532
[39,] -0.0977 1.230561e-02 -0.3053018839
[40,] -0.0955 1.163932e-02 -0.3004124109
[41,] -0.0948 1.142958e-02 -0.2988532974
[42,] -0.0923 1.068942e-02 -0.2932717459
[43,] -0.0909 1.028103e-02 -0.2901370074
[44,] -0.0902 1.007848e-02 -0.2885671963
[45,] -0.0888 9.676690e-03 -0.2854226904
[46,] -0.0871 9.194723e-03 -0.2815956077
[47,] -0.0866 9.054207e-03 -0.2804681679
[48,] -0.0807 7.438819e-03 -0.2671016543
[49,] -0.0806 7.412120e-03 -0.2668741065
[50,] -0.0707 4.882122e-03 -0.2441824283
[51,] -0.0693 4.550977e-03 -0.2409472325
[52,] -0.0680 4.239701e-03 -0.2379373239
[53,] -0.0671 4.026497e-03 -0.2358502717
[54,] -0.0648 3.490185e-03 -0.2305045417
[55,] -0.0644 3.398170e-03 -0.2295730663
[56,] -0.0637 3.238040e-03 -0.2279417129
[57,] -0.0636 3.215257e-03 -0.2277085304
[58,] -0.0606 2.542640e-03 -0.2206976978
[59,] -0.0541 1.157729e-03 -0.2054056028
[60,] -0.0537 1.075756e-03 -0.2044599937
[61,] -0.0520 7.362723e-04 -0.2004352607
[62,] -0.0518 6.962327e-04 -0.1999611367
[63,] -0.0516 6.562879e-04 -0.1994868816
[64,] -0.0514 6.164379e-04 -0.1990124956
[65,] -0.0507 4.777106e-04 -0.1973511132
[66,] -0.0468 -2.733123e-04 -0.1880636574
[67,] -0.0467 -2.921067e-04 -0.1878248153
[68,] -0.0465 -3.296239e-04 -0.1873470259
[69,] -0.0407 -1.374322e-03 -0.1734363678
[70,] -0.0378 -1.865622e-03 -0.1664458648
[71,] -0.0374 -1.932007e-03 -0.1654799589
[72,] -0.0365 -2.079960e-03 -0.1633055281
[73,] -0.0361 -2.145089e-03 -0.1623386066
[74,] -0.0358 -2.193682e-03 -0.1616132103
[75,] -0.0345 -2.401735e-03 -0.1584677954
[76,] -0.0339 -2.496380e-03 -0.1570149521
[77,] -0.0321 -2.775081e-03 -0.1526522034
[78,] -0.0306 -3.001330e-03 -0.1490117455
[79,] -0.0302 -3.060740e-03 -0.1480402145
[80,] -0.0293 -3.192992e-03 -0.1458531271
[81,] -0.0290 -3.236639e-03 -0.1451237464
[82,] -0.0262 -3.630534e-03 -0.1383077559
[83,] -0.0261 -3.644353e-03 -0.1380640609
[84,] -0.0254 -3.740401e-03 -0.1363577429
[85,] -0.0244 -3.875539e-03 -0.1339187702
[86,] -0.0243 -3.888919e-03 -0.1336747839
[87,] -0.0240 -3.928911e-03 -0.1329427280
[88,] -0.0206 -4.366800e-03 -0.1246359140
[89,] -0.0195 -4.502420e-03 -0.1219444098
[90,] -0.0193 -4.526760e-03 -0.1214548350
[91,] -0.0191 -4.551002e-03 -0.1209651955
[92,] -0.0190 -4.563086e-03 -0.1207203514
[93,] -0.0186 -4.609084e-03 -0.1197408134
[94,] -0.0153 -4.990143e-03 -0.1116498507
[95,] -0.0148 -5.045661e-03 -0.1104223693
[96,] -0.0142 -5.111473e-03 -0.1089488063
[97,] -0.0117 -5.376164e-03 -0.1028020860
[98,] -0.0109 -5.457618e-03 -0.1008327940
[99,] -0.0096 -5.586619e-03 -0.0976302729
[100,] -0.0088 -5.663935e-03 -0.0956580005
[101,] -0.0078 -5.756438e-03 -0.0931911135
[102,] -0.0075 -5.784284e-03 -0.0924507500
[103,] -0.0073 -5.802725e-03 -0.0919570998
[104,] -0.0064 -5.884487e-03 -0.0897349369
[105,] -0.0060 -5.920183e-03 -0.0887469218
[106,] -0.0052 -5.990390e-03 -0.0867701768
[107,] -0.0048 -6.024900e-03 -0.0857814469
[108,] -0.0039 -6.101102e-03 -0.0835559335
[109,] -0.0024 -6.223653e-03 -0.0798440641
[110,] -0.0014 -6.302258e-03 -0.0773676232
[111,] -0.0006 -6.363360e-03 -0.0753853983
[112,] -0.0001 -6.400743e-03 -0.0741460237
[113,] 0.0021 -6.557862e-03 -0.0686883531
[114,] 0.0044 -6.705954e-03 -0.0629749005
[115,] 0.0056 -6.779733e-03 -0.0599908880
[116,] 0.0064 -6.826930e-03 -0.0580004057
[117,] 0.0072 -6.872534e-03 -0.0560090108
[118,] 0.0080 -6.916544e-03 -0.0540167033
[119,] 0.0084 -6.937952e-03 -0.0530202073
[120,] 0.0085 -6.943241e-03 -0.0527710477
[121,] 0.0099 -7.014678e-03 -0.0492813156
[122,] 0.0107 -7.053305e-03 -0.0472859281
[123,] 0.0137 -7.181653e-03 -0.0397949615
[124,] 0.0159 -7.262547e-03 -0.0342918717
[125,] 0.0160 -7.265964e-03 -0.0340415375
[126,] 0.0164 -7.279380e-03 -0.0330400577
[127,] 0.0170 -7.298753e-03 -0.0315374097
[128,] 0.0183 -7.337635e-03 -0.0282799085
[129,] 0.0189 -7.354152e-03 -0.0267756323
[130,] 0.0190 -7.356817e-03 -0.0265248697
[131,] 0.0196 -7.372280e-03 -0.0250199937
[132,] 0.0197 -7.374770e-03 -0.0247691311
[133,] 0.0207 -7.398284e-03 -0.0222597191
[134,] 0.0211 -7.406987e-03 -0.0212555545
[135,] 0.0215 -7.415289e-03 -0.0202511614
[136,] 0.0224 -7.430767e-03 -0.0179904437
[137,] 0.0225 -7.432553e-03 -0.0177391831
[138,] 0.0230 -7.441109e-03 -0.0164826752
[139,] 0.0233 -7.445940e-03 -0.0157286063
[140,] 0.0240 -7.455965e-03 -0.0139686197
[141,] 0.0248 -7.466335e-03 -0.0119563115
[142,] 0.0250 -7.468676e-03 -0.0114530846
[143,] 0.0267 -7.484509e-03 -0.0071732354
[144,] 0.0286 -7.493590e-03 -0.0023847487
[145,] 0.0293 -7.494641e-03 -0.0006192056
[146,] 0.0308 -7.492731e-03 0.0031665742
[147,] 0.0312 -7.491263e-03 0.0041766850
[148,] 0.0316 -7.489390e-03 0.0051870356
[149,] 0.0326 -7.480613e-03 0.0077139568
[150,] 0.0332 -7.475530e-03 0.0092306553
[151,] 0.0339 -7.468449e-03 0.0110004933
[152,] 0.0350 -7.454235e-03 0.0137824342
[153,] 0.0382 -7.396482e-03 0.0218791445
[154,] 0.0396 -7.363372e-03 0.0254219272
[155,] 0.0398 -7.358237e-03 0.0259280208
[156,] 0.0413 -7.316498e-03 0.0297235784
[157,] 0.0415 -7.310503e-03 0.0302296335
[158,] 0.0421 -7.291909e-03 0.0317477714
[159,] 0.0441 -7.223354e-03 0.0368079359
[160,] 0.0443 -7.215941e-03 0.0373139273
[161,] 0.0455 -7.169343e-03 0.0403497808
[162,] 0.0467 -7.116933e-03 0.0433852590
[163,] 0.0468 -7.112582e-03 0.0436381787
[164,] 0.0470 -7.103803e-03 0.0441440005
[165,] 0.0476 -7.076862e-03 0.0456613252
[166,] 0.0491 -7.004849e-03 0.0494535612
[167,] 0.0507 -6.922488e-03 0.0534972202
[168,] 0.0512 -6.895424e-03 0.0547605956
[169,] 0.0525 -6.821122e-03 0.0580447745
[170,] 0.0531 -6.785682e-03 0.0595602551
[171,] 0.0544 -6.706119e-03 0.0628430890
[172,] 0.0546 -6.693500e-03 0.0633480540
[173,] 0.0564 -6.574781e-03 0.0678916515
[174,] 0.0579 -6.469509e-03 0.0716765286
[175,] 0.0623 -6.129050e-03 0.0827708784
[176,] 0.0628 -6.087349e-03 0.0840304436
[177,] 0.0631 -6.062027e-03 0.0847860572
[178,] 0.0648 -5.914252e-03 0.0890660902
[179,] 0.0669 -5.721665e-03 0.0943490177
[180,] 0.0672 -5.693247e-03 0.0951033452
[181,] 0.0680 -5.616360e-03 0.0971144252
[182,] 0.0693 -5.485618e-03 0.1003809966
[183,] 0.0694 -5.475568e-03 0.1006321931
[184,] 0.0702 -5.394258e-03 0.1026413272
[185,] 0.0747 -4.906332e-03 0.1139284556
[186,] 0.0750 -4.872040e-03 0.1146800884
[187,] 0.0770 -4.637671e-03 0.1196882918
[188,] 0.0783 -4.479962e-03 0.1229411226
[189,] 0.0790 -4.393290e-03 0.1246918305
[190,] 0.0807 -4.175597e-03 0.1289414271
[191,] 0.0814 -4.084424e-03 0.1306905769
[192,] 0.0827 -3.912415e-03 0.1339379140
[193,] 0.0829 -3.885578e-03 0.1344373792
[194,] 0.0835 -3.804466e-03 0.1359355748
[195,] 0.0850 -3.597754e-03 0.1396797505
[196,] 0.0871 -3.298925e-03 0.1449184446
[197,] 0.0879 -3.182193e-03 0.1469131703
[198,] 0.0880 -3.167489e-03 0.1471624735
[199,] 0.0913 -2.666247e-03 0.1553867738
[200,] 0.0935 -2.317441e-03 0.1608673654
[201,] 0.0962 -1.874024e-03 0.1675891958
[202,] 0.1000 -1.219223e-03 0.1770411420
[203,] 0.1011 -1.020897e-03 0.1797753689
[204,] 0.1013 -9.848924e-04 0.1802724053
[205,] 0.1025 -7.661686e-04 0.1832540234
[206,] 0.1058 -1.472287e-04 0.1914522382
[207,] 0.1065 -1.260356e-05 0.1931910059
[208,] 0.1086 3.985739e-04 0.1984063059
[209,] 0.1109 8.614755e-04 0.2041165747
[210,] 0.1110 8.818996e-04 0.2043648063
[211,] 0.1121 1.108203e-03 0.2070951288
[212,] 0.1123 1.149671e-03 0.2075915067
[213,] 0.1130 1.295593e-03 0.2093287220
[214,] 0.1131 1.316539e-03 0.2095768819
[215,] 0.1146 1.636019e-03 0.2132988505
[216,] 0.1150 1.721729e-03 0.2142912160
[217,] 0.1242 3.800235e-03 0.2370923436
[218,] 0.1246 3.895270e-03 0.2380820120
[219,] 0.1288 4.917618e-03 0.2484618159
[220,] 0.1304 5.319501e-03 0.2524102575
[221,] 0.1330 5.984922e-03 0.2588190025
[222,] 0.1331 6.010816e-03 0.2590653032
[223,] 0.1351 6.534375e-03 0.2639886505
[224,] 0.1361 6.799917e-03 0.2664485012
[225,] 0.1377 7.229382e-03 0.2703822451
[226,] 0.1407 8.051584e-03 0.2777512928
[227,] 0.1441 9.011941e-03 0.2860924497
[228,] 0.1443 9.069209e-03 0.2865828117
[229,] 0.1454 9.385933e-03 0.2892793016
[230,] 0.1508 1.098571e-02 0.3025043012
[231,] 0.1644 1.532903e-02 0.3356940698
[232,] 0.1793 2.060060e-02 0.3718723724
[233,] 0.1814 2.139135e-02 0.3769581253
[234,] 0.1838 2.230362e-02 0.3827675846
[235,] 0.1927 2.580840e-02 0.4042852911
[236,] 0.1978 2.790162e-02 0.4165809607
[237,] 0.2012 2.933362e-02 0.4247622598
[238,] 0.2026 2.993065e-02 0.4281278226
[239,] 0.2056 3.122584e-02 0.4353334881
[240,] 0.2087 3.258939e-02 0.4427703762
[241,] 0.2099 3.312244e-02 0.4456466775
[242,] 0.2385 4.685135e-02 0.5136773303
[243,] 0.2400 4.762451e-02 0.5172034194
[244,] 0.2620 5.957144e-02 0.5681174739
, , n=760
newdata fun 1der
[1,] -0.3064 0.112227915 -0.677724224
[2,] -0.2579 0.081836311 -0.574933148
[3,] -0.2523 0.078650589 -0.562819009
[4,] -0.2394 0.071570700 -0.534829379
[5,] -0.2304 0.066845099 -0.515310048
[6,] -0.2187 0.060964176 -0.489984860
[7,] -0.2181 0.060670575 -0.488687547
[8,] -0.2102 0.056877387 -0.471616234
[9,] -0.2015 0.052856009 -0.452843317
[10,] -0.1881 0.046981255 -0.423998300
[11,] -0.1846 0.045510432 -0.416471813
[12,] -0.1842 0.045344016 -0.415611678
[13,] -0.1831 0.044888144 -0.413246429
[14,] -0.1807 0.043902544 -0.408086518
[15,] -0.1782 0.042889046 -0.402712534
[16,] -0.1754 0.041769876 -0.396694730
[17,] -0.1697 0.039543626 -0.384445337
[18,] -0.1683 0.039007509 -0.381436005
[19,] -0.1663 0.038248937 -0.377135866
[20,] -0.1512 0.032799542 -0.344622363
[21,] -0.1505 0.032558835 -0.343112744
[22,] -0.1419 0.029687842 -0.324558280
[23,] -0.1353 0.027592766 -0.310313133
[24,] -0.1337 0.027099028 -0.306860269
[25,] -0.1285 0.025532524 -0.295641604
[26,] -0.1247 0.024424662 -0.287443977
[27,] -0.1209 0.023347947 -0.279248458
[28,] -0.1167 0.022194119 -0.270193603
[29,] -0.1154 0.021844689 -0.267391110
[30,] -0.1141 0.021498902 -0.264588715
[31,] -0.1138 0.021419623 -0.263942021
[32,] -0.1124 0.021052216 -0.260924170
[33,] -0.1123 0.021026135 -0.260708612
[34,] -0.1121 0.020974036 -0.260277499
[35,] -0.1053 0.019253974 -0.245626216
[36,] -0.1039 0.018912206 -0.242613403
[37,] -0.0988 0.017702829 -0.231657344
[38,] -0.0984 0.017610338 -0.230799364
[39,] -0.0977 0.017449303 -0.229298380
[40,] -0.0955 0.016950033 -0.224584907
[41,] -0.0948 0.016793348 -0.223086153
[42,] -0.0923 0.016242320 -0.217736788
[43,] -0.0909 0.015939584 -0.214744063
[44,] -0.0902 0.015789787 -0.213248569
[45,] -0.0888 0.015493331 -0.210259382
[46,] -0.0871 0.015138973 -0.206634045
[47,] -0.0866 0.015035922 -0.205568849
[48,] -0.0807 0.013860077 -0.193031538
[49,] -0.0806 0.013840784 -0.192819475
[50,] -0.0707 0.012035583 -0.171888032
[51,] -0.0693 0.011797006 -0.168936568
[52,] -0.0680 0.011579169 -0.166197328
[53,] -0.0671 0.011430445 -0.164301862
[54,] -0.0648 0.011058118 -0.159461232
[55,] -0.0644 0.010994502 -0.158619912
[56,] -0.0637 0.010883983 -0.157148014
[57,] -0.0636 0.010868279 -0.156937786
[58,] -0.0606 0.010406921 -0.150635933
[59,] -0.0541 0.009472071 -0.137018825
[60,] -0.0537 0.009417431 -0.136182509
[61,] -0.0520 0.009188940 -0.132630108
[62,] -0.0518 0.009162456 -0.132212385
[63,] -0.0516 0.009136055 -0.131794705
[64,] -0.0514 0.009109738 -0.131377069
[65,] -0.0507 0.009018286 -0.129915685
[66,] -0.0468 0.008527480 -0.121781577
[67,] -0.0467 0.008515313 -0.121573180
[68,] -0.0465 0.008491040 -0.121156411
[69,] -0.0407 0.007823354 -0.109084984
[70,] -0.0378 0.007515742 -0.103062481
[71,] -0.0374 0.007474683 -0.102232493
[72,] -0.0365 0.007383514 -0.100365623
[73,] -0.0361 0.007343534 -0.099536171
[74,] -0.0358 0.007313766 -0.098914190
[75,] -0.0345 0.007186929 -0.096220014
[76,] -0.0339 0.007129570 -0.094977136
[77,] -0.0321 0.006961966 -0.091250729
[78,] -0.0306 0.006827417 -0.088147944
[79,] -0.0302 0.006792323 -0.087320927
[80,] -0.0293 0.006714571 -0.085460741
[81,] -0.0290 0.006689026 -0.084840865
[82,] -0.0262 0.006459567 -0.079059830
[83,] -0.0261 0.006451672 -0.078853514
[84,] -0.0254 0.006396979 -0.077409558
[85,] -0.0244 0.006320601 -0.075347536
[86,] -0.0243 0.006313077 -0.075141379
[87,] -0.0240 0.006290627 -0.074522936
[88,] -0.0206 0.006049161 -0.067517053
[89,] -0.0195 0.005976138 -0.065251678
[90,] -0.0193 0.005963129 -0.064839856
[91,] -0.0191 0.005950202 -0.064428055
[92,] -0.0190 0.005943769 -0.064222161
[93,] -0.0186 0.005918245 -0.063398638
[94,] -0.0153 0.005720238 -0.056606110
[95,] -0.0148 0.005692192 -0.055577139
[96,] -0.0142 0.005659216 -0.054342444
[97,] -0.0117 0.005529790 -0.049198699
[98,] -0.0109 0.005491090 -0.047552979
[99,] -0.0096 0.005431009 -0.044878961
[100,] -0.0088 0.005395764 -0.043233386
[101,] -0.0078 0.005353559 -0.041176074
[102,] -0.0075 0.005341299 -0.040558798
[103,] -0.0073 0.005333228 -0.040147255
[104,] -0.0064 0.005297929 -0.038295055
[105,] -0.0060 0.005282776 -0.037471720
[106,] -0.0052 0.005253457 -0.035824801
[107,] -0.0048 0.005239292 -0.035001216
[108,] -0.0039 0.005208625 -0.033147880
[109,] -0.0024 0.005161220 -0.030058175
[110,] -0.0014 0.005132192 -0.027997810
[111,] -0.0006 0.005110454 -0.026349192
[112,] -0.0001 0.005097537 -0.025318618
[113,] 0.0021 0.005046825 -0.020782027
[114,] 0.0044 0.005004484 -0.016035834
[115,] 0.0056 0.004986728 -0.013558525
[116,] 0.0064 0.004976542 -0.011906543
[117,] 0.0072 0.004967678 -0.010254184
[118,] 0.0080 0.004960135 -0.008601477
[119,] 0.0084 0.004956860 -0.007774972
[120,] 0.0085 0.004956093 -0.007568329
[121,] 0.0099 0.004947523 -0.004674546
[122,] 0.0107 0.004944445 -0.003020285
[123,] 0.0137 0.004944694 0.003187540
[124,] 0.0159 0.004956719 0.007745292
[125,] 0.0160 0.004957504 0.007952592
[126,] 0.0164 0.004960851 0.008781905
[127,] 0.0170 0.004966494 0.010026212
[128,] 0.0183 0.004981281 0.012723600
[129,] 0.0189 0.004989289 0.013969190
[130,] 0.0190 0.004990696 0.014176827
[131,] 0.0196 0.004999576 0.015422890
[132,] 0.0197 0.005001128 0.015630606
[133,] 0.0207 0.005017798 0.017708391
[134,] 0.0211 0.005025047 0.018539819
[135,] 0.0215 0.005032630 0.019371428
[136,] 0.0224 0.005050906 0.021243207
[137,] 0.0225 0.005053041 0.021451239
[138,] 0.0230 0.005064027 0.022491566
[139,] 0.0233 0.005070868 0.023115897
[140,] 0.0240 0.005087559 0.024573065
[141,] 0.0248 0.005107884 0.026239074
[142,] 0.0250 0.005113173 0.026655689
[143,] 0.0267 0.005161499 0.030198734
[144,] 0.0286 0.005222642 0.034162554
[145,] 0.0293 0.005247068 0.035624325
[146,] 0.0308 0.005302855 0.038759696
[147,] 0.0312 0.005318526 0.039596487
[148,] 0.0316 0.005334532 0.040433569
[149,] 0.0326 0.005376013 0.042527549
[150,] 0.0332 0.005401907 0.043784835
[151,] 0.0339 0.005433070 0.045252622
[152,] 0.0350 0.005484117 0.047561230
[153,] 0.0382 0.005647074 0.054289069
[154,] 0.0396 0.005725142 0.057237248
[155,] 0.0398 0.005736632 0.057658662
[156,] 0.0413 0.005825491 0.060821274
[157,] 0.0415 0.005837698 0.061243221
[158,] 0.0421 0.005874824 0.062509432
[159,] 0.0441 0.006004066 0.066734152
[160,] 0.0443 0.006017455 0.067156955
[161,] 0.0455 0.006099566 0.069694911
[162,] 0.0467 0.006184724 0.072234794
[163,] 0.0468 0.006191958 0.072446524
[164,] 0.0470 0.006206490 0.072870010
[165,] 0.0476 0.006250593 0.074140682
[166,] 0.0491 0.006364187 0.077318762
[167,] 0.0507 0.006490611 0.080710919
[168,] 0.0512 0.006531232 0.081771447
[169,] 0.0525 0.006639327 0.084530310
[170,] 0.0531 0.006690428 0.085804375
[171,] 0.0544 0.006803769 0.088566770
[172,] 0.0546 0.006821525 0.088991995
[173,] 0.0564 0.006985157 0.092821692
[174,] 0.0579 0.007126785 0.096016585
[175,] 0.0623 0.007569903 0.105403778
[176,] 0.0628 0.007622872 0.106471644
[177,] 0.0631 0.007654909 0.107112423
[178,] 0.0648 0.007840087 0.110744332
[179,] 0.0669 0.008077363 0.115232756
[180,] 0.0672 0.008112029 0.115874135
[181,] 0.0680 0.008205412 0.117584693
[182,] 0.0693 0.008360080 0.120365017
[183,] 0.0694 0.008372127 0.120578922
[184,] 0.0702 0.008469275 0.122290339
[185,] 0.0747 0.009041251 0.131923096
[186,] 0.0750 0.009080925 0.132565668
[187,] 0.0770 0.009350341 0.136850750
[188,] 0.0783 0.009530058 0.139637232
[189,] 0.0790 0.009628329 0.141138031
[190,] 0.0807 0.009871363 0.144783910
[191,] 0.0814 0.009973237 0.146285539
[192,] 0.0827 0.010165222 0.149074843
[193,] 0.0829 0.010195079 0.149504032
[194,] 0.0835 0.010285168 0.150791703
[195,] 0.0850 0.010513770 0.154011567
[196,] 0.0871 0.010841930 0.158520624
[197,] 0.0879 0.010969433 0.160238476
[198,] 0.0880 0.010985468 0.160453204
[199,] 0.0913 0.011526651 0.167534821
[200,] 0.0935 0.011900415 0.172250118
[201,] 0.0962 0.012373301 0.178035235
[202,] 0.1000 0.013065304 0.186176831
[203,] 0.1011 0.013271394 0.188532965
[204,] 0.1013 0.013309144 0.188961280
[205,] 0.1025 0.013537439 0.191530783
[206,] 0.1058 0.014181147 0.198594974
[207,] 0.1065 0.014320688 0.200093291
[208,] 0.1086 0.014745604 0.204587993
[209,] 0.1109 0.015221818 0.209511256
[210,] 0.1110 0.015242780 0.209725372
[211,] 0.1121 0.015474773 0.212081023
[212,] 0.1123 0.015517232 0.212509399
[213,] 0.1130 0.015666513 0.214008897
[214,] 0.1131 0.015687925 0.214223135
[215,] 0.1146 0.016011671 0.217437466
[216,] 0.1150 0.016098817 0.218294954
[217,] 0.1242 0.018197970 0.238050231
[218,] 0.1246 0.018293362 0.238909947
[219,] 0.1288 0.019315745 0.247940032
[220,] 0.1304 0.019715202 0.251381538
[221,] 0.1330 0.020376068 0.256976791
[222,] 0.1331 0.020401776 0.257192074
[223,] 0.1351 0.020920467 0.261498890
[224,] 0.1361 0.021183043 0.263652963
[225,] 0.1377 0.021607646 0.267100231
[226,] 0.1407 0.022418645 0.273566367
[227,] 0.1441 0.023361236 0.280899930
[228,] 0.1443 0.023417459 0.281331496
[229,] 0.1454 0.023728230 0.283705393
[230,] 0.1508 0.025291697 0.295355473
[231,] 0.1644 0.029507837 0.324654423
[232,] 0.1793 0.034583884 0.356666555
[233,] 0.1814 0.035337609 0.361166654
[234,] 0.1838 0.036210579 0.366308531
[235,] 0.1927 0.039555572 0.385377487
[236,] 0.1978 0.041548888 0.396317569
[237,] 0.2012 0.042908779 0.403619689
[238,] 0.2026 0.043475954 0.406630493
[239,] 0.2056 0.044705534 0.413091817
[240,] 0.2087 0.045996485 0.419780751
[241,] 0.2099 0.046501776 0.422372337
[242,] 0.2385 0.059467659 0.484416890
[243,] 0.2400 0.060196735 0.487685797
[244,] 0.2620 0.071453538 0.535656135
> # default 7 digits
> (pEx1 <- vapply(Pen01Exp, predict, FUN.VALUE=prV, newdata = newd))
, , n=6
newdata fun 1der
[1,] -0.3064 3.072455e-05 1.820065
[2,] -0.2579 3.714025e-05 1.820065
[3,] -0.2523 3.788103e-05 1.820065
[4,] -0.2394 3.958747e-05 1.820065
[5,] -0.2304 4.077801e-05 1.820065
[6,] -0.2187 4.232572e-05 1.820065
[7,] -0.2181 4.240508e-05 1.820065
[8,] -0.2102 4.345012e-05 1.820065
[9,] -0.2015 4.460097e-05 1.820065
[10,] -0.1881 1.723634e+00 1.820065
[11,] -0.1846 1.730005e+00 1.820065
[12,] -0.1842 1.730733e+00 1.820065
[13,] -0.1831 1.732735e+00 1.820065
[14,] -0.1807 1.737103e+00 1.820065
[15,] -0.1782 1.741653e+00 1.820065
[16,] -0.1754 1.746721e+00 1.820066
[17,] -0.1697 1.757095e+00 1.820098
[18,] -0.1683 1.759643e+00 1.820112
[19,] -0.1663 1.763283e+00 1.820138
[20,] -0.1512 1.790770e+00 1.820507
[21,] -0.1505 1.792044e+00 1.820531
[22,] -0.1419 1.807702e+00 1.820890
[23,] -0.1353 1.819721e+00 1.821234
[24,] -0.1337 1.822635e+00 1.821326
[25,] -0.1285 1.832107e+00 1.821651
[26,] -0.1247 1.839030e+00 1.821911
[27,] -0.1209 1.845954e+00 1.822192
[28,] -0.1167 1.853607e+00 1.822525
[29,] -0.1154 1.855977e+00 1.822633
[30,] -0.1141 1.858346e+00 1.822743
[31,] -0.1138 1.858893e+00 1.822769
[32,] -0.1124 1.861445e+00 1.822891
[33,] -0.1123 1.861627e+00 1.822899
[34,] -0.1121 1.861992e+00 1.822917
[35,] -0.1053 1.874390e+00 1.823551
[36,] -0.1039 1.876943e+00 1.823689
[37,] -0.0988 1.886245e+00 1.824215
[38,] -0.0984 1.886975e+00 1.824258
[39,] -0.0977 1.888252e+00 1.824334
[40,] -0.0955 1.892266e+00 1.824575
[41,] -0.0948 1.893543e+00 1.824653
[42,] -0.0923 1.898105e+00 1.824938
[43,] -0.0909 1.900660e+00 1.825102
[44,] -0.0902 1.901937e+00 1.825184
[45,] -0.0888 1.904493e+00 1.825351
[46,] -0.0871 1.907596e+00 1.825558
[47,] -0.0866 1.908509e+00 1.825620
[48,] -0.0807 1.919282e+00 1.826372
[49,] -0.0806 1.919465e+00 1.826386
[50,] -0.0707 1.937553e+00 1.827757
[51,] -0.0693 1.940112e+00 1.827962
[52,] -0.0680 1.942488e+00 1.828154
[53,] -0.0671 1.944134e+00 1.828289
[54,] -0.0648 1.948339e+00 1.828638
[55,] -0.0644 1.949071e+00 1.828700
[56,] -0.0637 1.950351e+00 1.828808
[57,] -0.0636 1.950534e+00 1.828823
[58,] -0.0606 1.956049e+00 1.829294
[59,] -0.0541 1.967943e+00 1.830317
[60,] -0.0537 1.968675e+00 1.830379
[61,] -0.0520 1.971787e+00 1.830644
[62,] -0.0518 1.972153e+00 1.830675
[63,] -0.0516 1.972519e+00 1.830706
[64,] -0.0514 1.972885e+00 1.830737
[65,] -0.0507 1.974167e+00 1.830846
[66,] -0.0468 1.981308e+00 1.831448
[67,] -0.0467 1.981492e+00 1.831463
[68,] -0.0465 1.981858e+00 1.831494
[69,] -0.0407 1.992483e+00 1.832379
[70,] -0.0378 1.997798e+00 1.832817
[71,] -0.0374 1.998531e+00 1.832878
[72,] -0.0365 2.000181e+00 1.833013
[73,] -0.0361 2.000914e+00 1.833073
[74,] -0.0358 2.001464e+00 1.833118
[75,] -0.0345 2.003847e+00 1.833313
[76,] -0.0339 2.004947e+00 1.833402
[77,] -0.0321 2.008247e+00 1.833671
[78,] -0.0306 2.010998e+00 1.833893
[79,] -0.0302 2.011731e+00 1.833953
[80,] -0.0293 2.013382e+00 1.834086
[81,] -0.0290 2.013932e+00 1.834130
[82,] -0.0262 2.019068e+00 1.834543
[83,] -0.0261 2.019252e+00 1.834557
[84,] -0.0254 2.020536e+00 1.834660
[85,] -0.0244 2.022371e+00 1.834806
[86,] -0.0243 2.022554e+00 1.834821
[87,] -0.0240 2.023105e+00 1.834865
[88,] -0.0206 2.029344e+00 1.835359
[89,] -0.0195 2.031363e+00 1.835518
[90,] -0.0193 2.031730e+00 1.835547
[91,] -0.0191 2.032097e+00 1.835576
[92,] -0.0190 2.032281e+00 1.835591
[93,] -0.0186 2.033015e+00 1.835648
[94,] -0.0153 2.039074e+00 1.836122
[95,] -0.0148 2.039992e+00 1.836194
[96,] -0.0142 2.041093e+00 1.836280
[97,] -0.0117 2.045685e+00 1.836635
[98,] -0.0109 2.047154e+00 1.836749
[99,] -0.0096 2.049542e+00 1.836933
[100,] -0.0088 2.051011e+00 1.837045
[101,] -0.0078 2.052849e+00 1.837186
[102,] -0.0075 2.053400e+00 1.837228
[103,] -0.0073 2.053767e+00 1.837256
[104,] -0.0064 2.055421e+00 1.837383
[105,] -0.0060 2.056156e+00 1.837439
[106,] -0.0052 2.057626e+00 1.837550
[107,] -0.0048 2.058361e+00 1.837606
[108,] -0.0039 2.060015e+00 1.837732
[109,] -0.0024 2.062771e+00 1.837940
[110,] -0.0014 2.064609e+00 1.838079
[111,] -0.0006 2.066080e+00 1.838190
[112,] -0.0001 2.066999e+00 1.838259
[113,] 0.0021 2.071043e+00 1.838561
[114,] 0.0044 2.075273e+00 1.838876
[115,] 0.0056 2.077479e+00 1.839040
[116,] 0.0064 2.078951e+00 1.839148
[117,] 0.0072 2.080422e+00 1.839257
[118,] 0.0080 2.081893e+00 1.839365
[119,] 0.0084 2.082629e+00 1.839419
[120,] 0.0085 2.082813e+00 1.839433
[121,] 0.0099 2.085388e+00 1.839622
[122,] 0.0107 2.086860e+00 1.839729
[123,] 0.0137 2.092380e+00 1.840131
[124,] 0.0159 2.096429e+00 1.840423
[125,] 0.0160 2.096613e+00 1.840436
[126,] 0.0164 2.097349e+00 1.840489
[127,] 0.0170 2.098453e+00 1.840569
[128,] 0.0183 2.100846e+00 1.840740
[129,] 0.0189 2.101950e+00 1.840819
[130,] 0.0190 2.102135e+00 1.840833
[131,] 0.0196 2.103239e+00 1.840912
[132,] 0.0197 2.103423e+00 1.840925
[133,] 0.0207 2.105264e+00 1.841056
[134,] 0.0211 2.106001e+00 1.841108
[135,] 0.0215 2.106737e+00 1.841160
[136,] 0.0224 2.108394e+00 1.841278
[137,] 0.0225 2.108578e+00 1.841291
[138,] 0.0230 2.109499e+00 1.841356
[139,] 0.0233 2.110051e+00 1.841395
[140,] 0.0240 2.111340e+00 1.841486
[141,] 0.0248 2.112814e+00 1.841590
[142,] 0.0250 2.113182e+00 1.841616
[143,] 0.0267 2.116313e+00 1.841836
[144,] 0.0286 2.119813e+00 1.842080
[145,] 0.0293 2.121102e+00 1.842170
[146,] 0.0308 2.123865e+00 1.842362
[147,] 0.0312 2.124602e+00 1.842413
[148,] 0.0316 2.125339e+00 1.842463
[149,] 0.0326 2.127182e+00 1.842591
[150,] 0.0332 2.128287e+00 1.842667
[151,] 0.0339 2.129577e+00 1.842755
[152,] 0.0350 2.131604e+00 1.842894
[153,] 0.0382 2.137502e+00 1.843296
[154,] 0.0396 2.140083e+00 1.843471
[155,] 0.0398 2.140452e+00 1.843496
[156,] 0.0413 2.143217e+00 1.843683
[157,] 0.0415 2.143586e+00 1.843707
[158,] 0.0421 2.144692e+00 1.843782
[159,] 0.0441 2.148380e+00 1.844029
[160,] 0.0443 2.148749e+00 1.844053
[161,] 0.0455 2.150962e+00 1.844201
[162,] 0.0467 2.153175e+00 1.844347
[163,] 0.0468 2.153359e+00 1.844360
[164,] 0.0470 2.153728e+00 1.844384
[165,] 0.0476 2.154835e+00 1.844457
[166,] 0.0491 2.157602e+00 1.844640
[167,] 0.0507 2.160553e+00 1.844834
[168,] 0.0512 2.161476e+00 1.844894
[169,] 0.0525 2.163874e+00 1.845051
[170,] 0.0531 2.164981e+00 1.845123
[171,] 0.0544 2.167380e+00 1.845279
[172,] 0.0546 2.167749e+00 1.845303
[173,] 0.0564 2.171071e+00 1.845517
[174,] 0.0579 2.173839e+00 1.845695
[175,] 0.0623 2.181961e+00 1.846213
[176,] 0.0628 2.182884e+00 1.846272
[177,] 0.0631 2.183438e+00 1.846307
[178,] 0.0648 2.186577e+00 1.846505
[179,] 0.0669 2.190455e+00 1.846748
[180,] 0.0672 2.191009e+00 1.846782
[181,] 0.0680 2.192487e+00 1.846875
[182,] 0.0693 2.194888e+00 1.847024
[183,] 0.0694 2.195072e+00 1.847035
[184,] 0.0702 2.196550e+00 1.847127
[185,] 0.0747 2.204863e+00 1.847638
[186,] 0.0750 2.205418e+00 1.847672
[187,] 0.0770 2.209113e+00 1.847896
[188,] 0.0783 2.211515e+00 1.848042
[189,] 0.0790 2.212809e+00 1.848120
[190,] 0.0807 2.215951e+00 1.848309
[191,] 0.0814 2.217245e+00 1.848386
[192,] 0.0827 2.219648e+00 1.848529
[193,] 0.0829 2.220018e+00 1.848551
[194,] 0.0835 2.221127e+00 1.848617
[195,] 0.0850 2.223900e+00 1.848782
[196,] 0.0871 2.227783e+00 1.849011
[197,] 0.0879 2.229262e+00 1.849097
[198,] 0.0880 2.229447e+00 1.849108
[199,] 0.0913 2.235549e+00 1.849464
[200,] 0.0935 2.239618e+00 1.849699
[201,] 0.0962 2.244613e+00 1.849985
[202,] 0.1000 2.251644e+00 1.850384
[203,] 0.1011 2.253679e+00 1.850498
[204,] 0.1013 2.254049e+00 1.850519
[205,] 0.1025 2.256270e+00 1.850644
[206,] 0.1058 2.262378e+00 1.850983
[207,] 0.1065 2.263673e+00 1.851055
[208,] 0.1086 2.267561e+00 1.851268
[209,] 0.1109 2.271819e+00 1.851501
[210,] 0.1110 2.272004e+00 1.851511
[211,] 0.1121 2.274041e+00 1.851621
[212,] 0.1123 2.274411e+00 1.851641
[213,] 0.1130 2.275707e+00 1.851711
[214,] 0.1131 2.275893e+00 1.851721
[215,] 0.1146 2.278670e+00 1.851871
[216,] 0.1150 2.279411e+00 1.851910
[217,] 0.1242 2.296453e+00 1.852809
[218,] 0.1246 2.297194e+00 1.852847
[219,] 0.1288 2.304977e+00 1.853248
[220,] 0.1304 2.307942e+00 1.853398
[221,] 0.1330 2.312761e+00 1.853642
[222,] 0.1331 2.312946e+00 1.853651
[223,] 0.1351 2.316654e+00 1.853837
[224,] 0.1361 2.318508e+00 1.853929
[225,] 0.1377 2.321474e+00 1.854076
[226,] 0.1407 2.327037e+00 1.854349
[227,] 0.1441 2.333342e+00 1.854655
[228,] 0.1443 2.333713e+00 1.854673
[229,] 0.1454 2.335753e+00 1.854771
[230,] 0.1508 2.345770e+00 1.855247
[231,] 0.1644 2.371010e+00 1.856401
[232,] 0.1793 2.398679e+00 1.857595
[233,] 0.1814 2.402580e+00 1.857757
[234,] 0.1838 2.407039e+00 1.857940
[235,] 0.1927 2.423578e+00 1.858604
[236,] 0.1978 2.433057e+00 1.858972
[237,] 0.2012 2.439378e+00 1.859213
[238,] 0.2026 2.441981e+00 1.859311
[239,] 0.2056 2.447560e+00 1.859519
[240,] 0.2087 2.453324e+00 1.859730
[241,] 0.2099 2.455556e+00 1.859811
[242,] 0.2385 2.508773e+00 1.861598
[243,] 0.2400 2.511565e+00 1.861684
[244,] 0.2620 2.552536e+00 1.862859
, , n=9
newdata fun 1der
[1,] -0.3064 0.4717832458 1.904829
[2,] -0.2579 0.0004322761 1.906702
[3,] -0.2523 0.0004716046 1.906702
[4,] -0.2394 0.0005622007 1.906702
[5,] -0.2304 0.0006254073 1.906702
[6,] -0.2187 0.0007075759 1.906702
[7,] -0.2181 0.0007117897 1.906702
[8,] -0.2102 0.0007672710 1.906702
[9,] -0.2015 0.0008283708 1.906702
[10,] -0.1881 0.0009224784 1.906702
[11,] -0.1846 0.0009470587 1.906702
[12,] -0.1842 0.0009498679 1.906702
[13,] -0.1831 0.0009575931 1.906702
[14,] -0.1807 0.0009744482 1.906702
[15,] -0.1782 0.0009920056 1.906702
[16,] -0.1754 0.0010116699 1.906702
[17,] -0.1697 0.0010517007 1.906702
[18,] -0.1683 0.0010615329 1.906702
[19,] -0.1663 0.0010755788 1.906702
[20,] -0.1512 0.0011816254 1.906702
[21,] -0.1505 0.0011865415 1.906702
[22,] -0.1419 0.0012469389 1.906702
[23,] -0.1353 0.0012932904 1.906702
[24,] -0.1337 0.0013045271 1.906702
[25,] -0.1285 0.0013410465 1.906702
[26,] -0.1247 0.0013677337 1.906702
[27,] -0.1209 0.0013944210 1.906702
[28,] -0.1167 0.0014239174 1.906702
[29,] -0.1154 0.0014330472 1.906702
[30,] -0.1141 0.0014421771 1.906702
[31,] -0.1138 0.0014442839 1.906702
[32,] -0.1124 0.0014541161 1.906702
[33,] -0.1123 0.0014548184 1.906702
[34,] -0.1121 0.0014562230 1.906702
[35,] -0.1053 0.0015039791 1.906702
[36,] -0.1039 0.0015138112 1.906702
[37,] -0.0988 0.0015496283 1.906702
[38,] -0.0984 0.0015524375 1.906702
[39,] -0.0977 0.0015573535 1.906702
[40,] -0.0955 0.0015728040 1.906702
[41,] -0.0948 0.0015777201 1.906702
[42,] -0.0923 0.0015952775 1.906702
[43,] -0.0909 0.0016051096 1.906702
[44,] -0.0902 0.0016100257 1.906702
[45,] -0.0888 0.0016198578 1.906702
[46,] -0.0871 0.0016317969 1.906702
[47,] -0.0866 0.0016353083 1.906702
[48,] -0.0807 0.0016767438 1.906702
[49,] -0.0806 0.0016774461 1.906702
[50,] -0.0707 0.0017469733 1.906702
[51,] -0.0693 0.0017568055 1.906702
[52,] -0.0680 0.0017659353 1.906702
[53,] -0.0671 0.0017722560 1.906702
[54,] -0.0648 0.0017884088 1.906702
[55,] -0.0644 0.0017912179 1.906702
[56,] -0.0637 0.0017961340 1.906702
[57,] -0.0636 0.0017968363 1.906702
[58,] -0.0606 0.0018179052 1.906702
[59,] -0.0541 0.0018635544 1.906702
[60,] -0.0537 0.0018663636 1.906702
[61,] -0.0520 0.0018783026 1.906702
[62,] -0.0518 0.0018797072 1.906702
[63,] -0.0516 0.0018811118 1.906702
[64,] -0.0514 0.0018825164 1.906702
[65,] -0.0507 0.0018874324 1.906702
[66,] -0.0468 0.0019148220 1.906702
[67,] -0.0467 0.0019155242 1.906702
[68,] -0.0465 0.0019169288 1.906702
[69,] -0.0407 0.9783658521 1.906702
[70,] -0.0378 0.9838952867 1.906702
[71,] -0.0374 0.9846579673 1.906702
[72,] -0.0365 0.9863739988 1.906702
[73,] -0.0361 0.9871366794 1.906702
[74,] -0.0358 0.9877086899 1.906702
[75,] -0.0345 0.9901874019 1.906702
[76,] -0.0339 0.9913314229 1.906702
[77,] -0.0321 0.9947634858 1.906702
[78,] -0.0306 0.9976235382 1.906702
[79,] -0.0302 0.9983862188 1.906702
[80,] -0.0293 1.0001022502 1.906702
[81,] -0.0290 1.0006742607 1.906702
[82,] -0.0262 1.0060130252 1.906702
[83,] -0.0261 1.0062036953 1.906702
[84,] -0.0254 1.0075383865 1.906702
[85,] -0.0244 1.0094450880 1.906702
[86,] -0.0243 1.0096357582 1.906702
[87,] -0.0240 1.0102077687 1.906702
[88,] -0.0206 1.0166905541 1.906702
[89,] -0.0195 1.0187879259 1.906702
[90,] -0.0193 1.0191692662 1.906702
[91,] -0.0191 1.0195506065 1.906702
[92,] -0.0190 1.0197412767 1.906702
[93,] -0.0186 1.0205039573 1.906702
[94,] -0.0153 1.0267960725 1.906702
[95,] -0.0148 1.0277494233 1.906702
[96,] -0.0142 1.0288934443 1.906702
[97,] -0.0117 1.0336601983 1.906702
[98,] -0.0109 1.0351855596 1.906702
[99,] -0.0096 1.0376642716 1.906702
[100,] -0.0088 1.0391896329 1.906702
[101,] -0.0078 1.0410963345 1.906702
[102,] -0.0075 1.0416683450 1.906702
[103,] -0.0073 1.0420496853 1.906702
[104,] -0.0064 1.0437657167 1.906702
[105,] -0.0060 1.0445283974 1.906702
[106,] -0.0052 1.0460537586 1.906702
[107,] -0.0048 1.0468164393 1.906702
[108,] -0.0039 1.0475015562 1.906703
[109,] -0.0024 1.0503616232 1.906723
[110,] -0.0014 1.0522683590 1.906750
[111,] -0.0006 1.0537937701 1.906779
[112,] -0.0001 1.0547471648 1.906800
[113,] 0.0021 1.0589422536 1.906925
[114,] 0.0044 1.0633283839 1.907110
[115,] 0.0056 1.0656169857 1.907229
[116,] 0.0064 1.0671428030 1.907316
[117,] 0.0072 1.0686686928 1.907410
[118,] 0.0080 1.0701946605 1.907510
[119,] 0.0084 1.0709576752 1.907563
[120,] 0.0085 1.0711484323 1.907577
[121,] 0.0099 1.0738191771 1.907776
[122,] 0.0107 1.0753454470 1.907900
[123,] 0.0137 1.0810699045 1.908421
[124,] 0.0159 1.0852689082 1.908863
[125,] 0.0160 1.0854597956 1.908885
[126,] 0.0164 1.0862233667 1.908971
[127,] 0.0170 1.0873687888 1.909103
[128,] 0.0183 1.0898508164 1.909403
[129,] 0.0189 1.0909965017 1.909548
[130,] 0.0190 1.0911874577 1.909572
[131,] 0.0196 1.0923332456 1.909721
[132,] 0.0197 1.0925242189 1.909746
[133,] 0.0207 1.0944340931 1.910004
[134,] 0.0211 1.0951981157 1.910110
[135,] 0.0215 1.0959621811 1.910217
[136,] 0.0224 1.0976814876 1.910465
[137,] 0.0225 1.0978725355 1.910493
[138,] 0.0230 1.0988278177 1.910635
[139,] 0.0233 1.0994010213 1.910722
[140,] 0.0240 1.1007385982 1.910927
[141,] 0.0248 1.1022674361 1.911168
[142,] 0.0250 1.1026496759 1.911230
[143,] 0.0267 1.1058992194 1.911768
[144,] 0.0286 1.1095321771 1.912405
[145,] 0.0293 1.1108709455 1.912649
[146,] 0.0308 1.1137403211 1.913189
[147,] 0.0312 1.1145056264 1.913337
[148,] 0.0316 1.1152709912 1.913487
[149,] 0.0326 1.1171846683 1.913869
[150,] 0.0332 1.1183330596 1.914103
[151,] 0.0339 1.1196730286 1.914381
[152,] 0.0350 1.1217790920 1.914828
[153,] 0.0382 1.1279087068 1.916200
[154,] 0.0396 1.1305918275 1.916833
[155,] 0.0398 1.1309752034 1.916926
[156,] 0.0413 1.1338511175 1.917631
[157,] 0.0415 1.1342346532 1.917726
[158,] 0.0421 1.1353853758 1.918016
[159,] 0.0441 1.1392223944 1.919009
[160,] 0.0443 1.1396062064 1.919111
[161,] 0.0455 1.1419095092 1.919730
[162,] 0.0467 1.1442135633 1.920363
[163,] 0.0468 1.1444056023 1.920417
[164,] 0.0470 1.1447896963 1.920524
[165,] 0.0476 1.1459421077 1.920848
[166,] 0.0491 1.1488239973 1.921675
[167,] 0.0507 1.1518994008 1.922584
[168,] 0.0512 1.1528607647 1.922873
[169,] 0.0525 1.1553609944 1.923637
[170,] 0.0531 1.1565152842 1.923996
[171,] 0.0544 1.1590169907 1.924786
[172,] 0.0546 1.1594019603 1.924909
[173,] 0.0564 1.1628678064 1.926036
[174,] 0.0579 1.1657575819 1.927001
[175,] 0.0623 1.1742428404 1.929968
[176,] 0.0628 1.1752079117 1.930318
[177,] 0.0631 1.1757870387 1.930529
[178,] 0.0648 1.1790699660 1.931743
[179,] 0.0669 1.1831282383 1.933285
[180,] 0.0672 1.1837082575 1.933509
[181,] 0.0680 1.1852553054 1.934111
[182,] 0.0693 1.1877702935 1.935104
[183,] 0.0694 1.1879638078 1.935181
[184,] 0.0702 1.1895122003 1.935801
[185,] 0.0747 1.1982313599 1.939416
[186,] 0.0750 1.1988132219 1.939664
[187,] 0.0770 1.2026942241 1.941345
[188,] 0.0783 1.2052186950 1.942460
[189,] 0.0790 1.2065786291 1.943067
[190,] 0.0807 1.2098831112 1.944564
[191,] 0.0814 1.2112445245 1.945189
[192,] 0.0827 1.2137740318 1.946364
[193,] 0.0829 1.2141633227 1.946546
[194,] 0.0835 1.2153314148 1.947095
[195,] 0.0850 1.2182530967 1.948485
[196,] 0.0871 1.2223469909 1.950470
[197,] 0.0879 1.2239076736 1.951238
[198,] 0.0880 1.2241028023 1.951335
[199,] 0.0913 1.2305475267 1.954578
[200,] 0.0935 1.2348500369 1.956803
[201,] 0.0962 1.2401371695 1.959604
[202,] 0.1000 1.2475913493 1.963674
[203,] 0.1011 1.2497520530 1.964880
[204,] 0.1013 1.2501450511 1.965101
[205,] 0.1025 1.2525039706 1.966434
[206,] 0.1058 1.2589993477 1.970177
[207,] 0.1065 1.2603787544 1.970986
[208,] 0.1086 1.2645203959 1.973442
[209,] 0.1109 1.2690624578 1.976186
[210,] 0.1110 1.2692600824 1.976306
[211,] 0.1121 1.2714347512 1.977639
[212,] 0.1123 1.2718303034 1.977883
[213,] 0.1130 1.2732151207 1.978739
[214,] 0.1131 1.2734130007 1.978862
[215,] 0.1146 1.2763826803 1.980715
[216,] 0.1150 1.2771750659 1.981213
[217,] 0.1242 1.2954563835 1.993134
[218,] 0.1246 1.2962537445 1.993672
[219,] 0.1288 1.3056700331 1.999369
[220,] 0.1304 1.3088707530 2.001529
[221,] 0.1330 1.3140792704 2.005019
[222,] 0.1331 1.3142797790 2.005153
[223,] 0.1351 1.3182927552 2.007821
[224,] 0.1361 1.3203012410 2.009150
[225,] 0.1377 1.3235175774 2.011269
[226,] 0.1407 1.3295573162 2.015218
[227,] 0.1441 1.3364166152 2.019657
[228,] 0.1443 1.3368205726 2.019917
[229,] 0.1454 1.3390432658 2.021343
[230,] 0.1508 1.3499773097 2.028286
[231,] 0.1644 1.3776785857 2.045325
[232,] 0.1793 1.4082884784 2.063258
[233,] 0.1814 1.4126239118 2.065724
[234,] 0.1838 1.4175850121 2.068523
[235,] 0.1927 1.4360404932 2.078730
[236,] 0.1978 1.4466566568 2.084456
[237,] 0.2012 1.4537502228 2.088223
[238,] 0.2026 1.4566748138 2.089763
[239,] 0.2056 1.4629490242 2.093039
[240,] 0.2087 1.4694426505 2.096392
[241,] 0.2099 1.4719590945 2.097681
[242,] 0.2385 1.5323777231 2.126927
[243,] 0.2400 1.5355692063 2.128383
[244,] 0.2620 1.5826217397 2.148841
, , n=13
newdata fun 1der
[1,] -0.3064 0.3454279 1.058258
[2,] -0.2579 0.3978552 1.104201
[3,] -0.2523 0.4040541 1.109703
[4,] -0.2394 0.4184518 1.122533
[5,] -0.2304 0.4285954 1.131612
[6,] -0.2187 0.4419050 1.143572
[7,] -0.2181 0.4425913 1.144190
[8,] -0.2102 0.4516627 1.152373
[9,] -0.2015 0.4617279 1.161479
[10,] -0.1881 0.4773867 1.175696
[11,] -0.1846 0.4815082 1.179448
[12,] -0.1842 0.4819801 1.179878
[13,] -0.1831 0.4832786 1.181061
[14,] -0.1807 0.4861162 1.183648
[15,] -0.1782 0.4890787 1.186350
[16,] -0.1754 0.4924048 1.189387
[17,] -0.1697 0.4992020 1.195599
[18,] -0.1683 0.5008769 1.197132
[19,] -0.1663 0.5032733 1.199325
[20,] -0.1512 0.5215091 1.216055
[21,] -0.1505 0.5223606 1.216838
[22,] -0.1419 0.5328669 1.226507
[23,] -0.1353 0.5409865 1.233992
[24,] -0.1337 0.5429624 1.235815
[25,] -0.1285 0.5494040 1.241764
[26,] -0.1247 0.5541310 1.246133
[27,] -0.1209 0.5588747 1.250521
[28,] -0.1167 0.5641371 1.255393
[29,] -0.1154 0.5657701 1.256905
[30,] -0.1141 0.5674050 1.258420
[31,] -0.1138 0.5677826 1.258770
[32,] -0.1124 0.5695460 1.260404
[33,] -0.1123 0.5696721 1.260521
[34,] -0.1121 0.5699242 1.260755
[35,] -0.1053 0.5785244 1.268732
[36,] -0.1039 0.5803018 1.270381
[37,] -0.0988 0.5867961 1.276413
[38,] -0.0984 0.5873068 1.276887
[39,] -0.0977 0.5882009 1.277718
[40,] -0.0955 0.5910148 1.280334
[41,] -0.0948 0.5919113 1.281167
[42,] -0.0923 0.5951179 1.284149
[43,] -0.0909 0.5969169 1.285823
[44,] -0.0902 0.5978173 1.286660
[45,] -0.0888 0.5996198 1.288338
[46,] -0.0871 0.6018117 1.290378
[47,] -0.0866 0.6024570 1.290979
[48,] -0.0807 0.6100948 1.298092
[49,] -0.0806 0.6102246 1.298213
[50,] -0.0707 0.6231364 1.310253
[51,] -0.0693 0.6249719 1.311965
[52,] -0.0680 0.6266785 1.313558
[53,] -0.0671 0.6278612 1.314662
[54,] -0.0648 0.6308882 1.317488
[55,] -0.0644 0.6314153 1.317980
[56,] -0.0637 0.6323382 1.318842
[57,] -0.0636 0.6324701 1.318966
[58,] -0.0606 0.6364325 1.322667
[59,] -0.0541 0.6450560 1.330726
[60,] -0.0537 0.6455884 1.331224
[61,] -0.0520 0.6478533 1.333342
[62,] -0.0518 0.6481200 1.333591
[63,] -0.0516 0.6483867 1.333841
[64,] -0.0514 0.6486535 1.334090
[65,] -0.0507 0.6495877 1.334964
[66,] -0.0468 0.6548035 1.339843
[67,] -0.0467 0.6549375 1.339969
[68,] -0.0465 0.6552055 1.340220
[69,] -0.0407 0.6629999 1.347515
[70,] -0.0378 0.6669131 1.351179
[71,] -0.0374 0.6674536 1.351685
[72,] -0.0365 0.6686707 1.352825
[73,] -0.0361 0.6692119 1.353332
[74,] -0.0358 0.6696179 1.353712
[75,] -0.0345 0.6713788 1.355362
[76,] -0.0339 0.6721923 1.356124
[77,] -0.0321 0.6746354 1.358413
[78,] -0.0306 0.6766744 1.360324
[79,] -0.0302 0.6772187 1.360834
[80,] -0.0293 0.6784439 1.361982
[81,] -0.0290 0.6788526 1.362365
[82,] -0.0262 0.6826722 1.365945
[83,] -0.0261 0.6828088 1.366073
[84,] -0.0254 0.6837654 1.366970
[85,] -0.0244 0.6851330 1.368252
[86,] -0.0243 0.6852698 1.368380
[87,] -0.0240 0.6856804 1.368765
[88,] -0.0206 0.6903416 1.373136
[89,] -0.0195 0.6918528 1.374553
[90,] -0.0193 0.6921278 1.374811
[91,] -0.0191 0.6924028 1.375069
[92,] -0.0190 0.6925403 1.375198
[93,] -0.0186 0.6930905 1.375714
[94,] -0.0153 0.6976374 1.379980
[95,] -0.0148 0.6983275 1.380627
[96,] -0.0142 0.6991561 1.381405
[97,] -0.0117 0.7026137 1.384647
[98,] -0.0109 0.7037218 1.385683
[99,] -0.0096 0.7055243 1.387364
[100,] -0.0088 0.7066346 1.388398
[101,] -0.0078 0.7080236 1.389689
[102,] -0.0075 0.7084406 1.390075
[103,] -0.0073 0.7087186 1.390333
[104,] -0.0064 0.7099705 1.391493
[105,] -0.0060 0.7105272 1.392008
[106,] -0.0052 0.7116412 1.393037
[107,] -0.0048 0.7121985 1.393551
[108,] -0.0039 0.7134532 1.394708
[109,] -0.0024 0.7155467 1.396632
[110,] -0.0014 0.7169440 1.397913
[111,] -0.0006 0.7180627 1.398937
[112,] -0.0001 0.7187624 1.399576
[113,] 0.0021 0.7218445 1.402385
[114,] 0.0044 0.7250734 1.405313
[115,] 0.0056 0.7267607 1.406838
[116,] 0.0064 0.7278865 1.407853
[117,] 0.0072 0.7290132 1.408868
[118,] 0.0080 0.7301407 1.409881
[119,] 0.0084 0.7307048 1.410388
[120,] 0.0085 0.7308458 1.410514
[121,] 0.0099 0.7328218 1.412284
[122,] 0.0107 0.7339520 1.413294
[123,] 0.0137 0.7381976 1.417074
[124,] 0.0159 0.7413182 1.419837
[125,] 0.0160 0.7414602 1.419962
[126,] 0.0164 0.7420283 1.420464
[127,] 0.0170 0.7428808 1.421216
[128,] 0.0183 0.7447294 1.422843
[129,] 0.0189 0.7455833 1.423593
[130,] 0.0190 0.7457257 1.423718
[131,] 0.0196 0.7465802 1.424468
[132,] 0.0197 0.7467226 1.424593
[133,] 0.0207 0.7481478 1.425840
[134,] 0.0211 0.7487183 1.426339
[135,] 0.0215 0.7492889 1.426838
[136,] 0.0224 0.7505736 1.427958
[137,] 0.0225 0.7507164 1.428083
[138,] 0.0230 0.7514305 1.428705
[139,] 0.0233 0.7518592 1.429078
[140,] 0.0240 0.7528599 1.429948
[141,] 0.0248 0.7540042 1.430941
[142,] 0.0250 0.7542904 1.431189
[143,] 0.0267 0.7567253 1.433296
[144,] 0.0286 0.7594508 1.435645
[145,] 0.0293 0.7604560 1.436510
[146,] 0.0308 0.7626122 1.438359
[147,] 0.0312 0.7631876 1.438852
[148,] 0.0316 0.7637632 1.439344
[149,] 0.0326 0.7652032 1.440574
[150,] 0.0332 0.7660678 1.441312
[151,] 0.0339 0.7670770 1.442171
[152,] 0.0350 0.7686641 1.443520
[153,] 0.0382 0.7732896 1.447434
[154,] 0.0396 0.7753172 1.449142
[155,] 0.0398 0.7756071 1.449386
[156,] 0.0413 0.7777826 1.451212
[157,] 0.0415 0.7780728 1.451455
[158,] 0.0421 0.7789439 1.452184
[159,] 0.0441 0.7818507 1.454611
[160,] 0.0443 0.7821417 1.454853
[161,] 0.0455 0.7838883 1.456306
[162,] 0.0467 0.7856368 1.457757
[163,] 0.0468 0.7857826 1.457878
[164,] 0.0470 0.7860742 1.458119
[165,] 0.0476 0.7869493 1.458844
[166,] 0.0491 0.7891389 1.460652
[167,] 0.0507 0.7914775 1.462577
[168,] 0.0512 0.7922089 1.463178
[169,] 0.0525 0.7941120 1.464738
[170,] 0.0531 0.7949911 1.465458
[171,] 0.0544 0.7968972 1.467014
[172,] 0.0546 0.7971906 1.467254
[173,] 0.0564 0.7998336 1.469404
[174,] 0.0579 0.8020391 1.471193
[175,] 0.0623 0.8085238 1.476420
[176,] 0.0628 0.8092622 1.477012
[177,] 0.0631 0.8097054 1.477367
[178,] 0.0648 0.8122186 1.479377
[179,] 0.0669 0.8153279 1.481853
[180,] 0.0672 0.8157725 1.482206
[181,] 0.0680 0.8169586 1.483148
[182,] 0.0693 0.8188877 1.484675
[183,] 0.0694 0.8190362 1.484793
[184,] 0.0702 0.8202244 1.485731
[185,] 0.0747 0.8269220 1.490994
[186,] 0.0750 0.8273694 1.491343
[187,] 0.0770 0.8303544 1.493671
[188,] 0.0783 0.8322972 1.495181
[189,] 0.0790 0.8333441 1.495993
[190,] 0.0807 0.8358889 1.497962
[191,] 0.0814 0.8369378 1.498772
[192,] 0.0827 0.8388872 1.500273
[193,] 0.0829 0.8391872 1.500504
[194,] 0.0835 0.8400878 1.501196
[195,] 0.0850 0.8423409 1.502924
[196,] 0.0871 0.8454995 1.505336
[197,] 0.0879 0.8467042 1.506254
[198,] 0.0880 0.8468548 1.506368
[199,] 0.0913 0.8518320 1.510142
[200,] 0.0935 0.8551571 1.512649
[201,] 0.0962 0.8592454 1.515715
[202,] 0.1000 0.8650133 1.520013
[203,] 0.1011 0.8666860 1.521252
[204,] 0.1013 0.8669903 1.521478
[205,] 0.1025 0.8688168 1.522828
[206,] 0.1058 0.8738483 1.526530
[207,] 0.1065 0.8749171 1.527313
[208,] 0.1086 0.8781270 1.529658
[209,] 0.1109 0.8816481 1.532219
[210,] 0.1110 0.8818013 1.532330
[211,] 0.1121 0.8834876 1.533551
[212,] 0.1123 0.8837943 1.533773
[213,] 0.1130 0.8848682 1.534549
[214,] 0.1131 0.8850217 1.534660
[215,] 0.1146 0.8873249 1.536313
[216,] 0.1150 0.8879395 1.536752
[217,] 0.1242 0.9021233 1.546585
[218,] 0.1246 0.9027420 1.547002
[219,] 0.1288 0.9092485 1.551320
[220,] 0.1304 0.9117319 1.552938
[221,] 0.1330 0.9157729 1.555557
[222,] 0.1331 0.9159285 1.555658
[223,] 0.1351 0.9190418 1.557675
[224,] 0.1361 0.9206000 1.558684
[225,] 0.1377 0.9230952 1.560300
[226,] 0.1407 0.9277806 1.563332
[227,] 0.1441 0.9331018 1.566774
[228,] 0.1443 0.9334152 1.566977
[229,] 0.1454 0.9351395 1.568092
[230,] 0.1508 0.9436220 1.573574
[231,] 0.1644 0.9651168 1.587441
[232,] 0.1793 0.9888834 1.602735
[233,] 0.1814 0.9922515 1.604899
[234,] 0.1838 0.9961062 1.607374
[235,] 0.1927 1.0104528 1.616579
[236,] 0.1978 1.0187108 1.621871
[237,] 0.2012 1.0242312 1.625402
[238,] 0.2026 1.0265077 1.626850
[239,] 0.2056 1.0313929 1.629940
[240,] 0.2087 1.0364507 1.633112
[241,] 0.2099 1.0384111 1.634334
[242,] 0.2385 1.0855606 1.662536
[243,] 0.2400 1.0880555 1.663966
[244,] 0.2620 1.1248892 1.684376
, , n=20
newdata fun 1der
[1,] -0.3064 0.6322178 1.123297
[2,] -0.2579 0.6881572 1.182925
[3,] -0.2523 0.6948005 1.189693
[4,] -0.2394 0.7102485 1.205441
[5,] -0.2304 0.7211484 1.216813
[6,] -0.2187 0.7354740 1.232095
[7,] -0.2181 0.7362135 1.232894
[8,] -0.2102 0.7459953 1.243550
[9,] -0.2015 0.7568663 1.255582
[10,] -0.1881 0.7738186 1.274778
[11,] -0.1846 0.7782894 1.279967
[12,] -0.1842 0.7788015 1.280565
[13,] -0.1831 0.7802110 1.282215
[14,] -0.1807 0.7832927 1.285842
[15,] -0.1782 0.7865121 1.289658
[16,] -0.1754 0.7901292 1.293979
[17,] -0.1697 0.7975302 1.302930
[18,] -0.1683 0.7993559 1.305161
[19,] -0.1663 0.8019694 1.308368
[20,] -0.1512 0.8219107 1.332895
[21,] -0.1505 0.8228442 1.334036
[22,] -0.1419 0.8343772 1.348070
[23,] -0.1353 0.8433101 1.358868
[24,] -0.1337 0.8454864 1.361489
[25,] -0.1285 0.8525883 1.370018
[26,] -0.1247 0.8578062 1.376260
[27,] -0.1209 0.8630479 1.382510
[28,] -0.1167 0.8688689 1.389427
[29,] -0.1154 0.8706766 1.391570
[30,] -0.1141 0.8724870 1.393714
[31,] -0.1138 0.8729052 1.394209
[32,] -0.1124 0.8748587 1.396519
[33,] -0.1123 0.8749984 1.396684
[34,] -0.1121 0.8752777 1.397014
[35,] -0.1053 0.8848156 1.408250
[36,] -0.1039 0.8867888 1.410567
[37,] -0.0988 0.8940042 1.419015
[38,] -0.0984 0.8945720 1.419678
[39,] -0.0977 0.8955661 1.420839
[40,] -0.0955 0.8986960 1.424489
[41,] -0.0948 0.8996936 1.425651
[42,] -0.0923 0.9032629 1.429802
[43,] -0.0909 0.9052662 1.432129
[44,] -0.0902 0.9062691 1.433293
[45,] -0.0888 0.9082774 1.435621
[46,] -0.0871 0.9107203 1.438449
[47,] -0.0866 0.9114398 1.439281
[48,] -0.0807 0.9199605 1.449112
[49,] -0.0806 0.9201054 1.449278
[50,] -0.0707 0.9345351 1.465817
[51,] -0.0693 0.9365889 1.468160
[52,] -0.0680 0.9384989 1.470336
[53,] -0.0671 0.9398229 1.471844
[54,] -0.0648 0.9432126 1.475698
[55,] -0.0644 0.9438030 1.476369
[56,] -0.0637 0.9448368 1.477543
[57,] -0.0636 0.9449846 1.477711
[58,] -0.0606 0.9494253 1.482744
[59,] -0.0541 0.9590986 1.493668
[60,] -0.0537 0.9596962 1.494341
[61,] -0.0520 0.9622390 1.497202
[62,] -0.0518 0.9625385 1.497539
[63,] -0.0516 0.9628380 1.497876
[64,] -0.0514 0.9631377 1.498212
[65,] -0.0507 0.9641868 1.499391
[66,] -0.0468 0.9700473 1.505964
[67,] -0.0467 0.9701979 1.506132
[68,] -0.0465 0.9704991 1.506470
[69,] -0.0407 0.9792650 1.516261
[70,] -0.0378 0.9836693 1.521163
[71,] -0.0374 0.9842779 1.521839
[72,] -0.0365 0.9856482 1.523362
[73,] -0.0361 0.9862577 1.524039
[74,] -0.0358 0.9867150 1.524547
[75,] -0.0345 0.9886983 1.526747
[76,] -0.0339 0.9896147 1.527763
[77,] -0.0321 0.9923674 1.530812
[78,] -0.0306 0.9946655 1.533354
[79,] -0.0302 0.9952790 1.534032
[80,] -0.0293 0.9966603 1.535558
[81,] -0.0290 0.9971211 1.536067
[82,] -0.0262 1.0014287 1.540818
[83,] -0.0261 1.0015828 1.540988
[84,] -0.0254 1.0026619 1.542177
[85,] -0.0244 1.0042049 1.543875
[86,] -0.0243 1.0043593 1.544045
[87,] -0.0240 1.0048226 1.544555
[88,] -0.0206 1.0100839 1.550334
[89,] -0.0195 1.0117903 1.552205
[90,] -0.0193 1.0121008 1.552545
[91,] -0.0191 1.0124113 1.552885
[92,] -0.0190 1.0125666 1.553056
[93,] -0.0186 1.0131880 1.553736
[94,] -0.0153 1.0183246 1.559355
[95,] -0.0148 1.0191045 1.560207
[96,] -0.0142 1.0200409 1.561229
[97,] -0.0117 1.0239493 1.565492
[98,] -0.0109 1.0252023 1.566856
[99,] -0.0096 1.0272406 1.569074
[100,] -0.0088 1.0284964 1.570440
[101,] -0.0078 1.0300677 1.572147
[102,] -0.0075 1.0305394 1.572660
[103,] -0.0073 1.0308540 1.573001
[104,] -0.0064 1.0322704 1.574539
[105,] -0.0060 1.0329003 1.575222
[106,] -0.0052 1.0341611 1.576589
[107,] -0.0048 1.0347918 1.577273
[108,] -0.0039 1.0362121 1.578812
[109,] -0.0024 1.0385822 1.581377
[110,] -0.0014 1.0401645 1.583088
[111,] -0.0006 1.0414315 1.584457
[112,] -0.0001 1.0422239 1.585313
[113,] 0.0021 1.0457157 1.589080
[114,] 0.0044 1.0493752 1.593022
[115,] 0.0056 1.0512880 1.595080
[116,] 0.0064 1.0525646 1.596452
[117,] 0.0072 1.0538423 1.597825
[118,] 0.0080 1.0551212 1.599197
[119,] 0.0084 1.0557610 1.599884
[120,] 0.0085 1.0559210 1.600056
[121,] 0.0099 1.0581627 1.602460
[122,] 0.0107 1.0594452 1.603834
[123,] 0.0137 1.0642645 1.608990
[124,] 0.0159 1.0678084 1.612774
[125,] 0.0160 1.0679697 1.612946
[126,] 0.0164 1.0686150 1.613634
[127,] 0.0170 1.0695835 1.614667
[128,] 0.0183 1.0716840 1.616905
[129,] 0.0189 1.0726545 1.617938
[130,] 0.0190 1.0728163 1.618110
[131,] 0.0196 1.0737875 1.619144
[132,] 0.0197 1.0739494 1.619316
[133,] 0.0207 1.0755696 1.621039
[134,] 0.0211 1.0762181 1.621729
[135,] 0.0215 1.0768669 1.622418
[136,] 0.0224 1.0783278 1.623970
[137,] 0.0225 1.0784902 1.624142
[138,] 0.0230 1.0793025 1.625004
[139,] 0.0233 1.0797901 1.625522
[140,] 0.0240 1.0809284 1.626729
[141,] 0.0248 1.0822303 1.628110
[142,] 0.0250 1.0825560 1.628455
[143,] 0.0267 1.0853268 1.631389
[144,] 0.0286 1.0884296 1.634671
[145,] 0.0293 1.0895743 1.635880
[146,] 0.0308 1.0920301 1.638473
[147,] 0.0312 1.0926856 1.639164
[148,] 0.0316 1.0933414 1.639856
[149,] 0.0326 1.0949821 1.641585
[150,] 0.0332 1.0959674 1.642620
[151,] 0.0339 1.0971176 1.643826
[152,] 0.0350 1.0989269 1.645715
[153,] 0.0382 1.1042019 1.651180
[154,] 0.0396 1.1065152 1.653555
[155,] 0.0398 1.1068460 1.653894
[156,] 0.0413 1.1093287 1.656427
[157,] 0.0415 1.1096600 1.656763
[158,] 0.0421 1.1106544 1.657773
[159,] 0.0441 1.1139733 1.661126
[160,] 0.0443 1.1143056 1.661460
[161,] 0.0455 1.1163005 1.663461
[162,] 0.0467 1.1182979 1.665455
[163,] 0.0468 1.1184644 1.665621
[164,] 0.0470 1.1187976 1.665953
[165,] 0.0476 1.1197974 1.666946
[166,] 0.0491 1.1222997 1.669423
[167,] 0.0507 1.1249729 1.672053
[168,] 0.0512 1.1258091 1.672872
[169,] 0.0525 1.1279853 1.674996
[170,] 0.0531 1.1289905 1.675974
[171,] 0.0544 1.1311707 1.678087
[172,] 0.0546 1.1315063 1.678411
[173,] 0.0564 1.1345301 1.681321
[174,] 0.0579 1.1370539 1.683734
[175,] 0.0623 1.1444778 1.690749
[176,] 0.0628 1.1453234 1.691541
[177,] 0.0631 1.1458309 1.692015
[178,] 0.0648 1.1487096 1.694694
[179,] 0.0669 1.1522719 1.697984
[180,] 0.0672 1.1527814 1.698452
[181,] 0.0680 1.1541406 1.699699
[182,] 0.0693 1.1563516 1.701718
[183,] 0.0694 1.1565217 1.701873
[184,] 0.0702 1.1578837 1.703111
[185,] 0.0747 1.1655633 1.710018
[186,] 0.0750 1.1660764 1.710475
[187,] 0.0770 1.1695004 1.713511
[188,] 0.0783 1.1717292 1.715474
[189,] 0.0790 1.1729304 1.716527
[190,] 0.0807 1.1758507 1.719076
[191,] 0.0814 1.1770544 1.720121
[192,] 0.0827 1.1792918 1.722057
[193,] 0.0829 1.1796363 1.722354
[194,] 0.0835 1.1806699 1.723244
[195,] 0.0850 1.1832565 1.725461
[196,] 0.0871 1.1868832 1.728546
[197,] 0.0879 1.1882665 1.729716
[198,] 0.0880 1.1884395 1.729862
[199,] 0.0913 1.1941559 1.734654
[200,] 0.0935 1.1979756 1.737819
[201,] 0.0962 1.2026730 1.741672
[202,] 0.1000 1.2093015 1.747035
[203,] 0.1011 1.2112241 1.748575
[204,] 0.1013 1.2115739 1.748854
[205,] 0.1025 1.2136735 1.750526
[206,] 0.1058 1.2194578 1.755087
[207,] 0.1065 1.2206867 1.756048
[208,] 0.1086 1.2243774 1.758916
[209,] 0.1109 1.2284265 1.762033
[210,] 0.1110 1.2286027 1.762168
[211,] 0.1121 1.2305419 1.763649
[212,] 0.1123 1.2308946 1.763918
[213,] 0.1130 1.2321297 1.764857
[214,] 0.1131 1.2323062 1.764991
[215,] 0.1146 1.2349552 1.766994
[216,] 0.1150 1.2356621 1.767526
[217,] 0.1242 1.2519790 1.779557
[218,] 0.1246 1.2526909 1.780071
[219,] 0.1288 1.2601785 1.785420
[220,] 0.1304 1.2630368 1.787435
[221,] 0.1330 1.2676883 1.790684
[222,] 0.1331 1.2678674 1.790808
[223,] 0.1351 1.2714515 1.793284
[224,] 0.1361 1.2732454 1.794515
[225,] 0.1377 1.2761182 1.796474
[226,] 0.1407 1.2815131 1.800114
[227,] 0.1441 1.2876404 1.804187
[228,] 0.1443 1.2880013 1.804424
[229,] 0.1454 1.2899869 1.805729
[230,] 0.1508 1.2997549 1.812049
[231,] 0.1644 1.3245038 1.827345
[232,] 0.1793 1.3518498 1.843079
[233,] 0.1814 1.3557225 1.845211
[234,] 0.1838 1.3601539 1.847621
[235,] 0.1927 1.3766367 1.856316
[236,] 0.1978 1.3861163 1.861127
[237,] 0.2012 1.3924494 1.864264
[238,] 0.2026 1.3950603 1.865540
[239,] 0.2056 1.4006610 1.868242
[240,] 0.2087 1.4064568 1.870988
[241,] 0.2099 1.4087026 1.872039
[242,] 0.2385 1.4625811 1.895027
[243,] 0.2400 1.4654244 1.896124
[244,] 0.2620 1.5073124 1.912268
, , n=30
newdata fun 1der
[1,] -0.3064 3.417551e-05 0.9774154
[2,] -0.2579 8.883797e-01 0.9774154
[3,] -0.2523 8.938532e-01 0.9774154
[4,] -0.2394 9.064619e-01 0.9774154
[5,] -0.2304 9.152586e-01 0.9774154
[6,] -0.2187 9.266944e-01 0.9774154
[7,] -0.2181 9.272808e-01 0.9774154
[8,] -0.2102 9.350024e-01 0.9774154
[9,] -0.2015 9.435059e-01 0.9774154
[10,] -0.1881 9.566033e-01 0.9774154
[11,] -0.1846 9.600242e-01 0.9774154
[12,] -0.1842 9.604152e-01 0.9774154
[13,] -0.1831 9.614903e-01 0.9774154
[14,] -0.1807 9.638361e-01 0.9774154
[15,] -0.1782 9.662797e-01 0.9774154
[16,] -0.1754 9.690164e-01 0.9774154
[17,] -0.1697 9.745877e-01 0.9774154
[18,] -0.1683 9.759561e-01 0.9774154
[19,] -0.1663 9.779109e-01 0.9774154
[20,] -0.1512 9.926699e-01 0.9774154
[21,] -0.1505 9.933541e-01 0.9774154
[22,] -0.1419 1.001760e+00 0.9774154
[23,] -0.1353 1.008211e+00 0.9774154
[24,] -0.1337 1.009775e+00 0.9774154
[25,] -0.1285 1.014857e+00 0.9774154
[26,] -0.1247 1.018571e+00 0.9774154
[27,] -0.1209 1.022286e+00 0.9774154
[28,] -0.1167 1.026391e+00 0.9774154
[29,] -0.1154 1.027661e+00 0.9774154
[30,] -0.1141 1.028932e+00 0.9774154
[31,] -0.1138 1.029225e+00 0.9774154
[32,] -0.1124 1.030594e+00 0.9774154
[33,] -0.1123 1.030691e+00 0.9774154
[34,] -0.1121 1.030887e+00 0.9774154
[35,] -0.1053 1.037533e+00 0.9774154
[36,] -0.1039 1.038902e+00 0.9774154
[37,] -0.0988 1.043886e+00 0.9774154
[38,] -0.0984 1.044277e+00 0.9774154
[39,] -0.0977 1.044962e+00 0.9774154
[40,] -0.0955 1.047112e+00 0.9774154
[41,] -0.0948 1.047796e+00 0.9774154
[42,] -0.0923 1.050240e+00 0.9774154
[43,] -0.0909 1.051608e+00 0.9774154
[44,] -0.0902 1.052292e+00 0.9774154
[45,] -0.0888 1.053661e+00 0.9774154
[46,] -0.0871 1.055322e+00 0.9774154
[47,] -0.0866 1.055811e+00 0.9774154
[48,] -0.0807 1.061578e+00 0.9774154
[49,] -0.0806 1.061675e+00 0.9774154
[50,] -0.0707 1.071352e+00 0.9774154
[51,] -0.0693 1.072720e+00 0.9774154
[52,] -0.0680 1.073991e+00 0.9774154
[53,] -0.0671 1.074871e+00 0.9774154
[54,] -0.0648 1.077119e+00 0.9774154
[55,] -0.0644 1.077510e+00 0.9774154
[56,] -0.0637 1.078194e+00 0.9774154
[57,] -0.0636 1.078291e+00 0.9774154
[58,] -0.0606 1.081224e+00 0.9774154
[59,] -0.0541 1.087577e+00 0.9774154
[60,] -0.0537 1.087968e+00 0.9774154
[61,] -0.0520 1.089630e+00 0.9774154
[62,] -0.0518 1.089825e+00 0.9774154
[63,] -0.0516 1.090020e+00 0.9774154
[64,] -0.0514 1.090216e+00 0.9774154
[65,] -0.0507 1.090900e+00 0.9774154
[66,] -0.0468 1.094712e+00 0.9774154
[67,] -0.0467 1.094810e+00 0.9774154
[68,] -0.0465 1.095005e+00 0.9774154
[69,] -0.0407 1.100674e+00 0.9774154
[70,] -0.0378 1.103509e+00 0.9774154
[71,] -0.0374 1.103900e+00 0.9774154
[72,] -0.0365 1.104779e+00 0.9774154
[73,] -0.0361 1.105170e+00 0.9774154
[74,] -0.0358 1.105464e+00 0.9774154
[75,] -0.0345 1.106734e+00 0.9774154
[76,] -0.0339 1.107321e+00 0.9774154
[77,] -0.0321 1.109080e+00 0.9774154
[78,] -0.0306 1.110546e+00 0.9774154
[79,] -0.0302 1.110937e+00 0.9774154
[80,] -0.0293 1.111817e+00 0.9774154
[81,] -0.0290 1.112110e+00 0.9774154
[82,] -0.0262 1.114847e+00 0.9774154
[83,] -0.0261 1.114945e+00 0.9774154
[84,] -0.0254 1.115629e+00 0.9774154
[85,] -0.0244 1.116606e+00 0.9774154
[86,] -0.0243 1.116704e+00 0.9774154
[87,] -0.0240 1.116997e+00 0.9774154
[88,] -0.0206 1.120320e+00 0.9774154
[89,] -0.0195 1.121396e+00 0.9774154
[90,] -0.0193 1.121591e+00 0.9774154
[91,] -0.0191 1.121786e+00 0.9774154
[92,] -0.0190 1.121884e+00 0.9774154
[93,] -0.0186 1.122275e+00 0.9774154
[94,] -0.0153 1.125501e+00 0.9774154
[95,] -0.0148 1.125989e+00 0.9774154
[96,] -0.0142 1.126576e+00 0.9774154
[97,] -0.0117 1.129019e+00 0.9774154
[98,] -0.0109 1.129801e+00 0.9774154
[99,] -0.0096 1.131072e+00 0.9774154
[100,] -0.0088 1.131854e+00 0.9774154
[101,] -0.0078 1.132831e+00 0.9774154
[102,] -0.0075 1.133124e+00 0.9774154
[103,] -0.0073 1.133320e+00 0.9774154
[104,] -0.0064 1.134200e+00 0.9774154
[105,] -0.0060 1.134591e+00 0.9774154
[106,] -0.0052 1.135373e+00 0.9774154
[107,] -0.0048 1.135764e+00 0.9774154
[108,] -0.0039 1.136643e+00 0.9774154
[109,] -0.0024 1.138109e+00 0.9774154
[110,] -0.0014 1.139087e+00 0.9774154
[111,] -0.0006 1.139869e+00 0.9774154
[112,] -0.0001 1.140357e+00 0.9774154
[113,] 0.0021 1.142508e+00 0.9774154
[114,] 0.0044 1.144756e+00 0.9774154
[115,] 0.0056 1.145929e+00 0.9774154
[116,] 0.0064 1.146711e+00 0.9774154
[117,] 0.0072 1.147492e+00 0.9774154
[118,] 0.0080 1.148274e+00 0.9774154
[119,] 0.0084 1.148665e+00 0.9774154
[120,] 0.0085 1.148763e+00 0.9774154
[121,] 0.0099 1.150132e+00 0.9774154
[122,] 0.0107 1.150913e+00 0.9774154
[123,] 0.0137 1.153846e+00 0.9774154
[124,] 0.0159 1.155996e+00 0.9774154
[125,] 0.0160 1.156094e+00 0.9774154
[126,] 0.0164 1.156485e+00 0.9774154
[127,] 0.0170 1.157071e+00 0.9774154
[128,] 0.0183 1.158342e+00 0.9774154
[129,] 0.0189 1.158928e+00 0.9774154
[130,] 0.0190 1.159026e+00 0.9774154
[131,] 0.0196 1.159612e+00 0.9774154
[132,] 0.0197 1.159710e+00 0.9774154
[133,] 0.0207 1.160688e+00 0.9774154
[134,] 0.0211 1.161079e+00 0.9774154
[135,] 0.0215 1.161470e+00 0.9774154
[136,] 0.0224 1.162349e+00 0.9774154
[137,] 0.0225 1.162447e+00 0.9774154
[138,] 0.0230 1.162936e+00 0.9774154
[139,] 0.0233 1.163229e+00 0.9774154
[140,] 0.0240 1.163913e+00 0.9774154
[141,] 0.0248 1.164695e+00 0.9774154
[142,] 0.0250 1.164890e+00 0.9774154
[143,] 0.0267 1.166552e+00 0.9774154
[144,] 0.0286 1.168409e+00 0.9774154
[145,] 0.0293 1.169093e+00 0.9774154
[146,] 0.0308 1.170559e+00 0.9774154
[147,] 0.0312 1.170950e+00 0.9774154
[148,] 0.0316 1.171341e+00 0.9774154
[149,] 0.0326 1.172319e+00 0.9774154
[150,] 0.0332 1.172905e+00 0.9774154
[151,] 0.0339 1.173589e+00 0.9774154
[152,] 0.0350 1.174665e+00 0.9774154
[153,] 0.0382 1.177792e+00 0.9774154
[154,] 0.0396 1.179161e+00 0.9774154
[155,] 0.0398 1.179356e+00 0.9774154
[156,] 0.0413 1.180822e+00 0.9774154
[157,] 0.0415 1.181018e+00 0.9774154
[158,] 0.0421 1.181604e+00 0.9774154
[159,] 0.0441 1.183559e+00 0.9774154
[160,] 0.0443 1.183755e+00 0.9774154
[161,] 0.0455 1.184928e+00 0.9774154
[162,] 0.0467 1.186100e+00 0.9774154
[163,] 0.0468 1.186198e+00 0.9774154
[164,] 0.0470 1.186394e+00 0.9774154
[165,] 0.0476 1.186980e+00 0.9774154
[166,] 0.0491 1.188446e+00 0.9774154
[167,] 0.0507 1.190010e+00 0.9774154
[168,] 0.0512 1.190499e+00 0.9774154
[169,] 0.0525 1.191769e+00 0.9774154
[170,] 0.0531 1.192356e+00 0.9774154
[171,] 0.0544 1.193627e+00 0.9774154
[172,] 0.0546 1.193822e+00 0.9774154
[173,] 0.0564 1.195581e+00 0.9774154
[174,] 0.0579 1.197047e+00 0.9774154
[175,] 0.0623 1.201348e+00 0.9774154
[176,] 0.0628 1.201837e+00 0.9774154
[177,] 0.0631 1.202130e+00 0.9774154
[178,] 0.0648 1.203792e+00 0.9774154
[179,] 0.0669 1.205844e+00 0.9774154
[180,] 0.0672 1.206137e+00 0.9774154
[181,] 0.0680 1.206919e+00 0.9774154
[182,] 0.0693 1.208190e+00 0.9774154
[183,] 0.0694 1.208288e+00 0.9774154
[184,] 0.0702 1.209070e+00 0.9774154
[185,] 0.0747 1.213468e+00 0.9774154
[186,] 0.0750 1.213761e+00 0.9774154
[187,] 0.0770 1.215716e+00 0.9774154
[188,] 0.0783 1.216987e+00 0.9774154
[189,] 0.0790 1.217671e+00 0.9774154
[190,] 0.0807 1.219333e+00 0.9774154
[191,] 0.0814 1.220017e+00 0.9774154
[192,] 0.0827 1.221287e+00 0.9774154
[193,] 0.0829 1.221483e+00 0.9774154
[194,] 0.0835 1.222069e+00 0.9774154
[195,] 0.0850 1.223535e+00 0.9774154
[196,] 0.0871 1.225588e+00 0.9774154
[197,] 0.0879 1.226370e+00 0.9774154
[198,] 0.0880 1.226468e+00 0.9774154
[199,] 0.0913 1.229693e+00 0.9774154
[200,] 0.0935 1.231843e+00 0.9774154
[201,] 0.0962 1.234482e+00 0.9774154
[202,] 0.1000 1.238197e+00 0.9774154
[203,] 0.1011 1.239272e+00 0.9774154
[204,] 0.1013 1.239467e+00 0.9774154
[205,] 0.1025 1.240640e+00 0.9774154
[206,] 0.1058 1.243866e+00 0.9774154
[207,] 0.1065 1.244550e+00 0.9774154
[208,] 0.1086 1.246602e+00 0.9774154
[209,] 0.1109 1.248850e+00 0.9774154
[210,] 0.1110 1.248948e+00 0.9774154
[211,] 0.1121 1.250023e+00 0.9774154
[212,] 0.1123 1.250219e+00 0.9774154
[213,] 0.1130 1.250903e+00 0.9774154
[214,] 0.1131 1.251001e+00 0.9774154
[215,] 0.1146 1.252467e+00 0.9774154
[216,] 0.1150 1.252858e+00 0.9774154
[217,] 0.1242 1.261850e+00 0.9774154
[218,] 0.1246 1.262241e+00 0.9774154
[219,] 0.1288 1.266346e+00 0.9774154
[220,] 0.1304 1.267910e+00 0.9774154
[221,] 0.1330 1.270451e+00 0.9774154
[222,] 0.1331 1.270549e+00 0.9774154
[223,] 0.1351 1.272504e+00 0.9774154
[224,] 0.1361 1.273481e+00 0.9774154
[225,] 0.1377 1.275045e+00 0.9774154
[226,] 0.1407 1.277977e+00 0.9774154
[227,] 0.1441 1.281301e+00 0.9774154
[228,] 0.1443 1.281496e+00 0.9774154
[229,] 0.1454 1.282571e+00 0.9774154
[230,] 0.1508 1.287849e+00 0.9774154
[231,] 0.1644 1.301142e+00 0.9774154
[232,] 0.1793 1.315706e+00 0.9774154
[233,] 0.1814 1.317758e+00 0.9774154
[234,] 0.1838 1.320104e+00 0.9774154
[235,] 0.1927 1.328803e+00 0.9774154
[236,] 0.1978 1.333788e+00 0.9774154
[237,] 0.2012 1.337111e+00 0.9774154
[238,] 0.2026 1.338479e+00 0.9774154
[239,] 0.2056 1.341412e+00 0.9774154
[240,] 0.2087 1.344442e+00 0.9774154
[241,] 0.2099 1.345615e+00 0.9774154
[242,] 0.2385 1.373569e+00 0.9774154
[243,] 0.2400 1.375035e+00 0.9774154
[244,] 0.2620 1.396538e+00 0.9774154
, , n=44
newdata fun 1der
[1,] -0.3064 0.738208969 1.054936
[2,] -0.2579 0.790583865 1.103898
[3,] -0.2523 0.796780528 1.109183
[4,] -0.2394 0.811166068 1.121066
[5,] -0.2304 0.821292033 1.129116
[6,] -0.2187 0.834562511 1.139286
[7,] -0.2181 0.835246237 1.139799
[8,] -0.2102 0.844277258 1.146563
[9,] -0.2015 0.854285735 1.154289
[10,] -0.1881 0.869836244 1.166807
[11,] -0.1846 0.873925990 1.170200
[12,] -0.1842 0.874394148 1.170591
[13,] -0.1831 0.875682391 1.171669
[14,] -0.1807 0.878497237 1.174040
[15,] -0.1782 0.881435451 1.176535
[16,] -0.1754 0.884733698 1.179361
[17,] -0.1697 0.891472525 1.185120
[18,] -0.1683 0.893132670 1.186514
[19,] -0.1663 0.895507679 1.188492
[20,] -0.1512 0.913566633 1.203506
[21,] -0.1505 0.914409335 1.204214
[22,] -0.1419 0.924803285 1.213012
[23,] -0.1353 0.932831773 1.219880
[24,] -0.1337 0.934784924 1.221560
[25,] -0.1285 0.941151313 1.227061
[26,] -0.1247 0.945821849 1.231121
[27,] -0.1209 0.950507877 1.235215
[28,] -0.1167 0.955705346 1.239778
[29,] -0.1154 0.957317979 1.241198
[30,] -0.1141 0.958932462 1.242623
[31,] -0.1138 0.959305299 1.242952
[32,] -0.1124 0.961046508 1.244491
[33,] -0.1123 0.961170963 1.244602
[34,] -0.1121 0.961419905 1.244822
[35,] -0.1053 0.969910293 1.252369
[36,] -0.1039 0.971664705 1.253936
[37,] -0.0988 0.978074406 1.259683
[38,] -0.0984 0.978578370 1.260136
[39,] -0.0977 0.979460743 1.260930
[40,] -0.0955 0.982237540 1.263433
[41,] -0.0948 0.983122223 1.264232
[42,] -0.0923 0.986286377 1.267094
[43,] -0.0909 0.988061435 1.268703
[44,] -0.0902 0.988949809 1.269510
[45,] -0.0888 0.990728253 1.271124
[46,] -0.0871 0.992890829 1.273083
[47,] -0.0866 0.993527514 1.273658
[48,] -0.0807 1.001062099 1.280433
[49,] -0.0806 1.001190148 1.280548
[50,] -0.0707 1.013923567 1.291846
[51,] -0.0693 1.015733265 1.293437
[52,] -0.0680 1.017415692 1.294912
[53,] -0.0671 1.018581572 1.295933
[54,] -0.0648 1.021565215 1.298538
[55,] -0.0644 1.022084721 1.298991
[56,] -0.0637 1.022994291 1.299782
[57,] -0.0636 1.023124275 1.299895
[58,] -0.0606 1.027029045 1.303283
[59,] -0.0541 1.035524175 1.310597
[60,] -0.0537 1.036048504 1.311045
[61,] -0.0520 1.038278901 1.312951
[62,] -0.0518 1.038541514 1.313175
[63,] -0.0516 1.038804171 1.313399
[64,] -0.0514 1.039066874 1.313623
[65,] -0.0507 1.039986684 1.314407
[66,] -0.0468 1.045121343 1.318734
[67,] -0.0467 1.045253222 1.318843
[68,] -0.0465 1.045517012 1.319062
[69,] -0.0407 1.053185694 1.325268
[70,] -0.0378 1.057033345 1.328273
[71,] -0.0374 1.057564736 1.328683
[72,] -0.0365 1.058760963 1.329599
[73,] -0.0361 1.059292884 1.330004
[74,] -0.0358 1.059691931 1.330308
[75,] -0.0345 1.061422181 1.331613
[76,] -0.0339 1.062221329 1.332212
[77,] -0.0321 1.064620914 1.333990
[78,] -0.0306 1.066622997 1.335452
[79,] -0.0302 1.067157256 1.335839
[80,] -0.0293 1.068359901 1.336705
[81,] -0.0290 1.068760956 1.336993
[82,] -0.0262 1.072508266 1.339650
[83,] -0.0261 1.072642235 1.339744
[84,] -0.0254 1.073580286 1.340400
[85,] -0.0244 1.074921153 1.341334
[86,] -0.0243 1.075055291 1.341427
[87,] -0.0240 1.075457761 1.341705
[88,] -0.0206 1.080024887 1.344828
[89,] -0.0195 1.081504745 1.345824
[90,] -0.0193 1.081773928 1.346004
[91,] -0.0191 1.082043147 1.346184
[92,] -0.0190 1.082177770 1.346274
[93,] -0.0186 1.082716351 1.346633
[94,] -0.0153 1.087165090 1.349562
[95,] -0.0148 1.087839980 1.350000
[96,] -0.0142 1.088650137 1.350524
[97,] -0.0117 1.092029155 1.352685
[98,] -0.0109 1.093111577 1.353369
[99,] -0.0096 1.094871674 1.354472
[100,] -0.0088 1.095955522 1.355146
[101,] -0.0078 1.097311087 1.355984
[102,] -0.0075 1.097717920 1.356234
[103,] -0.0073 1.097989183 1.356400
[104,] -0.0064 1.099210279 1.357146
[105,] -0.0060 1.099753204 1.357476
[106,] -0.0052 1.100839448 1.358134
[107,] -0.0048 1.101382767 1.358461
[108,] -0.0039 1.102605713 1.359195
[109,] -0.0024 1.104645415 1.360406
[110,] -0.0014 1.106006222 1.361207
[111,] -0.0006 1.107095442 1.361843
[112,] -0.0001 1.107776463 1.362239
[113,] 0.0021 1.110775291 1.363963
[114,] 0.0044 1.113914451 1.365736
[115,] 0.0056 1.115553883 1.366649
[116,] 0.0064 1.116647444 1.367253
[117,] 0.0072 1.117741487 1.367853
[118,] 0.0080 1.118836009 1.368450
[119,] 0.0084 1.119383448 1.368747
[120,] 0.0085 1.119520327 1.368821
[121,] 0.0099 1.121437399 1.369852
[122,] 0.0107 1.122533515 1.370436
[123,] 0.0137 1.126648073 1.372594
[124,] 0.0159 1.129669488 1.374143
[125,] 0.0160 1.129806906 1.374213
[126,] 0.0164 1.130356646 1.374491
[127,] 0.0170 1.131181466 1.374907
[128,] 0.0183 1.132969427 1.375801
[129,] 0.0189 1.133795031 1.376210
[130,] 0.0190 1.133932655 1.376278
[131,] 0.0196 1.134758545 1.376685
[132,] 0.0197 1.134896216 1.376753
[133,] 0.0207 1.136273306 1.377426
[134,] 0.0211 1.136824330 1.377694
[135,] 0.0215 1.137375461 1.377960
[136,] 0.0224 1.138615894 1.378557
[137,] 0.0225 1.138753753 1.378623
[138,] 0.0230 1.139443147 1.378952
[139,] 0.0233 1.139856862 1.379149
[140,] 0.0240 1.140822426 1.379606
[141,] 0.0248 1.141926319 1.380125
[142,] 0.0250 1.142202357 1.380254
[143,] 0.0267 1.144549717 1.381343
[144,] 0.0286 1.147175408 1.382540
[145,] 0.0293 1.148143339 1.382976
[146,] 0.0308 1.150218497 1.383899
[147,] 0.0312 1.150772105 1.384143
[148,] 0.0316 1.151325811 1.384386
[149,] 0.0326 1.152710498 1.384987
[150,] 0.0332 1.153541597 1.385343
[151,] 0.0339 1.154511482 1.385756
[152,] 0.0350 1.156036168 1.386398
[153,] 0.0382 1.160475563 1.388211
[154,] 0.0396 1.162419598 1.388980
[155,] 0.0398 1.162697405 1.389088
[156,] 0.0413 1.164781643 1.389893
[157,] 0.0415 1.165059633 1.389999
[158,] 0.0421 1.165893727 1.390316
[159,] 0.0441 1.168675398 1.391350
[160,] 0.0443 1.168953678 1.391452
[161,] 0.0455 1.170623784 1.392056
[162,] 0.0467 1.172294608 1.392649
[163,] 0.0468 1.172433876 1.392698
[164,] 0.0470 1.172712425 1.392796
[165,] 0.0476 1.173548190 1.393087
[166,] 0.0491 1.175638360 1.393803
[167,] 0.0507 1.177869043 1.394548
[168,] 0.0512 1.178566374 1.394776
[169,] 0.0525 1.180379965 1.395362
[170,] 0.0531 1.181217263 1.395628
[171,] 0.0544 1.183031949 1.396195
[172,] 0.0546 1.183311197 1.396281
[173,] 0.0564 1.185825192 1.397042
[174,] 0.0579 1.187921219 1.397658
[175,] 0.0623 1.194074723 1.399364
[176,] 0.0628 1.194774451 1.399549
[177,] 0.0631 1.195194332 1.399659
[178,] 0.0648 1.197574274 1.400268
[179,] 0.0669 1.200515602 1.400991
[180,] 0.0672 1.200935914 1.401092
[181,] 0.0680 1.202056894 1.401356
[182,] 0.0693 1.203878931 1.401776
[183,] 0.0694 1.204019110 1.401808
[184,] 0.0702 1.205140657 1.402059
[185,] 0.0747 1.211452955 1.403381
[186,] 0.0750 1.211873982 1.403464
[187,] 0.0770 1.214681448 1.403998
[188,] 0.0783 1.216506862 1.404328
[189,] 0.0790 1.217489952 1.404501
[190,] 0.0807 1.219877950 1.404905
[191,] 0.0814 1.220861440 1.405065
[192,] 0.0827 1.222688212 1.405352
[193,] 0.0829 1.222969287 1.405395
[194,] 0.0835 1.223812562 1.405522
[195,] 0.0850 1.225921077 1.405828
[196,] 0.0871 1.228873742 1.406228
[197,] 0.0879 1.229998782 1.406372
[198,] 0.0880 1.230139420 1.406389
[199,] 0.0913 1.234781415 1.406927
[200,] 0.0935 1.237877005 1.407240
[201,] 0.0962 1.241677015 1.407573
[202,] 0.1000 1.247026540 1.407948
[203,] 0.1011 1.248575332 1.408036
[204,] 0.1013 1.248856941 1.408051
[205,] 0.1025 1.250546654 1.408135
[206,] 0.1058 1.255193809 1.408309
[207,] 0.1065 1.256179635 1.408335
[208,] 0.1086 1.259137203 1.408391
[209,] 0.1109 1.262376538 1.408415
[210,] 0.1110 1.262517379 1.408415
[211,] 0.1121 0.001365272 1.408415
[212,] 0.1123 0.001370244 1.408415
[213,] 0.1130 0.001387646 1.408415
[214,] 0.1131 0.001390132 1.408415
[215,] 0.1146 0.001427423 1.408415
[216,] 0.1150 0.001437367 1.408415
[217,] 0.1242 0.001666082 1.408415
[218,] 0.1246 0.001676026 1.408415
[219,] 0.1288 0.001780440 1.408415
[220,] 0.1304 0.001820216 1.408415
[221,] 0.1330 0.001884853 1.408415
[222,] 0.1331 0.001887339 1.408415
[223,] 0.1351 0.001937060 1.408415
[224,] 0.1361 0.001961920 1.408415
[225,] 0.1377 0.002001697 1.408415
[226,] 0.1407 0.002076278 1.408415
[227,] 0.1441 0.002160803 1.408415
[228,] 0.1443 0.002165775 1.408415
[229,] 0.1454 0.002193122 1.408415
[230,] 0.1508 0.002327368 1.408415
[231,] 0.1644 0.002665468 1.408415
[232,] 0.1793 0.003035888 1.408415
[233,] 0.1814 0.003088094 1.408415
[234,] 0.1838 0.003147759 1.408415
[235,] 0.1927 1.377584856 1.408415
[236,] 0.1978 1.384767770 1.408415
[237,] 0.2012 1.389556380 1.408415
[238,] 0.2026 1.391528161 1.408415
[239,] 0.2056 1.395753405 1.408415
[240,] 0.2087 1.400119490 1.408415
[241,] 0.2099 1.401809588 1.408415
[242,] 0.2385 1.442090246 1.408415
[243,] 0.2400 1.444202868 1.408415
[244,] 0.2620 1.475187990 1.408415
, , n=67
newdata fun 1der
[1,] -0.3064 9.771459e-01 0.6773093
[2,] -0.2579 1.011841e+00 0.7486878
[3,] -0.2523 1.016051e+00 0.7546654
[4,] -0.2394 1.025865e+00 0.7664224
[5,] -0.2304 1.032793e+00 0.7729628
[6,] -0.2187 1.041877e+00 0.7794226
[7,] -0.2181 1.042344e+00 0.7796916
[8,] -0.2102 1.048516e+00 0.7824147
[9,] -0.2015 1.325403e-07 0.7830645
[10,] -0.1881 1.065820e+00 0.7830645
[11,] -0.1846 1.068561e+00 0.7830645
[12,] -0.1842 1.068874e+00 0.7830645
[13,] -0.1831 1.069736e+00 0.7830645
[14,] -0.1807 1.071615e+00 0.7830645
[15,] -0.1782 1.073573e+00 0.7830645
[16,] -0.1754 1.075765e+00 0.7830645
[17,] -0.1697 1.080229e+00 0.7830645
[18,] -0.1683 1.081325e+00 0.7830645
[19,] -0.1663 1.082891e+00 0.7830645
[20,] -0.1512 1.094715e+00 0.7830645
[21,] -0.1505 1.095263e+00 0.7830645
[22,] -0.1419 1.101998e+00 0.7830645
[23,] -0.1353 1.107166e+00 0.7830645
[24,] -0.1337 1.108419e+00 0.7830645
[25,] -0.1285 1.112491e+00 0.7830645
[26,] -0.1247 1.115467e+00 0.7830645
[27,] -0.1209 1.118442e+00 0.7830645
[28,] -0.1167 1.121731e+00 0.7830645
[29,] -0.1154 1.122749e+00 0.7830645
[30,] -0.1141 1.123767e+00 0.7830645
[31,] -0.1138 1.124002e+00 0.7830645
[32,] -0.1124 1.125098e+00 0.7830645
[33,] -0.1123 1.125177e+00 0.7830645
[34,] -0.1121 1.125333e+00 0.7830645
[35,] -0.1053 1.130658e+00 0.7830645
[36,] -0.1039 1.131754e+00 0.7830645
[37,] -0.0988 1.135748e+00 0.7830645
[38,] -0.0984 1.136061e+00 0.7830645
[39,] -0.0977 1.136609e+00 0.7830645
[40,] -0.0955 1.138332e+00 0.7830645
[41,] -0.0948 1.138880e+00 0.7830645
[42,] -0.0923 1.140838e+00 0.7830645
[43,] -0.0909 1.141934e+00 0.7830645
[44,] -0.0902 1.142482e+00 0.7830645
[45,] -0.0888 1.143579e+00 0.7830645
[46,] -0.0871 1.144910e+00 0.7830645
[47,] -0.0866 1.145301e+00 0.7830645
[48,] -0.0807 1.149921e+00 0.7830645
[49,] -0.0806 1.150000e+00 0.7830645
[50,] -0.0707 1.157752e+00 0.7830645
[51,] -0.0693 1.158848e+00 0.7830645
[52,] -0.0680 1.159866e+00 0.7830645
[53,] -0.0671 1.160571e+00 0.7830645
[54,] -0.0648 1.162372e+00 0.7830645
[55,] -0.0644 1.162685e+00 0.7830645
[56,] -0.0637 1.163233e+00 0.7830645
[57,] -0.0636 1.163312e+00 0.7830645
[58,] -0.0606 1.165661e+00 0.7830645
[59,] -0.0541 1.170751e+00 0.7830645
[60,] -0.0537 1.171064e+00 0.7830645
[61,] -0.0520 1.172395e+00 0.7830645
[62,] -0.0518 1.172552e+00 0.7830645
[63,] -0.0516 1.172709e+00 0.7830645
[64,] -0.0514 1.172865e+00 0.7830645
[65,] -0.0507 1.173413e+00 0.7830645
[66,] -0.0468 1.176467e+00 0.7830645
[67,] -0.0467 1.176546e+00 0.7830645
[68,] -0.0465 1.176702e+00 0.7830645
[69,] -0.0407 1.181244e+00 0.7830645
[70,] -0.0378 1.183515e+00 0.7830645
[71,] -0.0374 1.183828e+00 0.7830645
[72,] -0.0365 1.184533e+00 0.7830645
[73,] -0.0361 1.184846e+00 0.7830645
[74,] -0.0358 1.185081e+00 0.7830645
[75,] -0.0345 1.186099e+00 0.7830645
[76,] -0.0339 1.186569e+00 0.7830645
[77,] -0.0321 1.187978e+00 0.7830645
[78,] -0.0306 1.189153e+00 0.7830645
[79,] -0.0302 1.189466e+00 0.7830645
[80,] -0.0293 1.190171e+00 0.7830645
[81,] -0.0290 1.190406e+00 0.7830645
[82,] -0.0262 1.192598e+00 0.7830645
[83,] -0.0261 1.192677e+00 0.7830645
[84,] -0.0254 1.193225e+00 0.7830645
[85,] -0.0244 1.194008e+00 0.7830645
[86,] -0.0243 1.194086e+00 0.7830645
[87,] -0.0240 1.194321e+00 0.7830645
[88,] -0.0206 1.196984e+00 0.7830645
[89,] -0.0195 1.197845e+00 0.7830645
[90,] -0.0193 1.198002e+00 0.7830645
[91,] -0.0191 1.198158e+00 0.7830645
[92,] -0.0190 1.198236e+00 0.7830645
[93,] -0.0186 1.198550e+00 0.7830645
[94,] -0.0153 1.201134e+00 0.7830645
[95,] -0.0148 1.201525e+00 0.7830645
[96,] -0.0142 1.201995e+00 0.7830645
[97,] -0.0117 1.203953e+00 0.7830645
[98,] -0.0109 1.204579e+00 0.7830645
[99,] -0.0096 1.205597e+00 0.7830645
[100,] -0.0088 1.206224e+00 0.7830645
[101,] -0.0078 1.207007e+00 0.7830645
[102,] -0.0075 1.207242e+00 0.7830645
[103,] -0.0073 1.207398e+00 0.7830645
[104,] -0.0064 1.208103e+00 0.7830645
[105,] -0.0060 1.208416e+00 0.7830645
[106,] -0.0052 1.209043e+00 0.7830645
[107,] -0.0048 1.209356e+00 0.7830645
[108,] -0.0039 1.210061e+00 0.7830645
[109,] -0.0024 1.211235e+00 0.7830645
[110,] -0.0014 1.212018e+00 0.7830645
[111,] -0.0006 1.212645e+00 0.7830645
[112,] -0.0001 1.213036e+00 0.7830645
[113,] 0.0021 1.214759e+00 0.7830645
[114,] 0.0044 1.216560e+00 0.7830645
[115,] 0.0056 1.217500e+00 0.7830645
[116,] 0.0064 1.218126e+00 0.7830645
[117,] 0.0072 1.218753e+00 0.7830645
[118,] 0.0080 1.219379e+00 0.7830645
[119,] 0.0084 1.219692e+00 0.7830645
[120,] 0.0085 1.219771e+00 0.7830645
[121,] 0.0099 1.220867e+00 0.7830645
[122,] 0.0107 1.221493e+00 0.7830645
[123,] 0.0137 1.223843e+00 0.7830645
[124,] 0.0159 1.225565e+00 0.7830645
[125,] 0.0160 1.225644e+00 0.7830645
[126,] 0.0164 1.225957e+00 0.7830645
[127,] 0.0170 1.226427e+00 0.7830645
[128,] 0.0183 1.227445e+00 0.7830645
[129,] 0.0189 1.227915e+00 0.7830645
[130,] 0.0190 1.227993e+00 0.7830645
[131,] 0.0196 1.228463e+00 0.7830645
[132,] 0.0197 1.228541e+00 0.7830645
[133,] 0.0207 1.229324e+00 0.7830645
[134,] 0.0211 1.229637e+00 0.7830645
[135,] 0.0215 1.229951e+00 0.7830645
[136,] 0.0224 1.230655e+00 0.7830645
[137,] 0.0225 1.230734e+00 0.7830645
[138,] 0.0230 1.231125e+00 0.7830645
[139,] 0.0233 1.231360e+00 0.7830645
[140,] 0.0240 1.231908e+00 0.7830645
[141,] 0.0248 1.232535e+00 0.7830645
[142,] 0.0250 1.232691e+00 0.7830645
[143,] 0.0267 1.234023e+00 0.7830645
[144,] 0.0286 1.235510e+00 0.7830645
[145,] 0.0293 1.236058e+00 0.7830645
[146,] 0.0308 1.237233e+00 0.7830645
[147,] 0.0312 1.237546e+00 0.7830645
[148,] 0.0316 1.237860e+00 0.7830645
[149,] 0.0326 1.238643e+00 0.7830645
[150,] 0.0332 1.239112e+00 0.7830645
[151,] 0.0339 1.239661e+00 0.7830645
[152,] 0.0350 1.240522e+00 0.7830645
[153,] 0.0382 1.243028e+00 0.7830645
[154,] 0.0396 1.244124e+00 0.7830645
[155,] 0.0398 1.244281e+00 0.7830645
[156,] 0.0413 1.245455e+00 0.7830645
[157,] 0.0415 1.245612e+00 0.7830645
[158,] 0.0421 1.246082e+00 0.7830645
[159,] 0.0441 1.247648e+00 0.7830645
[160,] 0.0443 1.247804e+00 0.7830645
[161,] 0.0455 1.248744e+00 0.7830645
[162,] 0.0467 1.249684e+00 0.7830645
[163,] 0.0468 1.249762e+00 0.7830645
[164,] 0.0470 1.249919e+00 0.7830645
[165,] 0.0476 1.250389e+00 0.7830645
[166,] 0.0491 1.251563e+00 0.7830645
[167,] 0.0507 1.252816e+00 0.7830645
[168,] 0.0512 1.253208e+00 0.7830645
[169,] 0.0525 1.254226e+00 0.7830645
[170,] 0.0531 1.254695e+00 0.7830645
[171,] 0.0544 1.255713e+00 0.7830645
[172,] 0.0546 1.255870e+00 0.7830645
[173,] 0.0564 1.257280e+00 0.7830645
[174,] 0.0579 1.258454e+00 0.7830645
[175,] 0.0623 1.261900e+00 0.7830645
[176,] 0.0628 1.262291e+00 0.7830645
[177,] 0.0631 1.262526e+00 0.7830645
[178,] 0.0648 1.263857e+00 0.7830645
[179,] 0.0669 1.265502e+00 0.7830645
[180,] 0.0672 1.265737e+00 0.7830645
[181,] 0.0680 1.266363e+00 0.7830645
[182,] 0.0693 1.267381e+00 0.7830645
[183,] 0.0694 1.267459e+00 0.7830645
[184,] 0.0702 1.268086e+00 0.7830645
[185,] 0.0747 1.271610e+00 0.7832302
[186,] 0.0750 1.271845e+00 0.7832527
[187,] 0.0770 1.273412e+00 0.7834393
[188,] 0.0783 1.274430e+00 0.7835948
[189,] 0.0790 1.274979e+00 0.7836897
[190,] 0.0807 1.276311e+00 0.7839526
[191,] 0.0814 1.276860e+00 0.7840742
[192,] 0.0827 1.277879e+00 0.7843208
[193,] 0.0829 1.278036e+00 0.7843611
[194,] 0.0835 1.278507e+00 0.7844859
[195,] 0.0850 1.279684e+00 0.7848229
[196,] 0.0871 1.281333e+00 0.7853550
[197,] 0.0879 1.281961e+00 0.7855761
[198,] 0.0880 1.282039e+00 0.7856045
[199,] 0.0913 1.284634e+00 0.7865972
[200,] 0.0935 1.286365e+00 0.7873186
[201,] 0.0962 1.288492e+00 0.7882689
[202,] 0.1000 1.291490e+00 0.7897278
[203,] 0.1011 1.292359e+00 0.7901766
[204,] 0.1013 1.292517e+00 0.7902594
[205,] 0.1025 1.293466e+00 0.7907650
[206,] 0.1058 1.296078e+00 0.7922282
[207,] 0.1065 1.296632e+00 0.7925524
[208,] 0.1086 1.298298e+00 0.7935537
[209,] 0.1109 1.300124e+00 0.7947002
[210,] 0.1110 1.300204e+00 0.7947512
[211,] 0.1121 1.301078e+00 0.7953190
[212,] 0.1123 1.301237e+00 0.7954235
[213,] 0.1130 1.301794e+00 0.7957924
[214,] 0.1131 1.301874e+00 0.7958455
[215,] 0.1146 1.303068e+00 0.7966536
[216,] 0.1150 1.303387e+00 0.7968729
[217,] 0.1242 1.310743e+00 0.8023498
[218,] 0.1246 1.311064e+00 0.8026068
[219,] 0.1288 1.314440e+00 0.8054003
[220,] 0.1304 1.315730e+00 0.8065105
[221,] 0.1330 1.317829e+00 0.8083819
[222,] 0.1331 1.317910e+00 0.8084556
[223,] 0.1351 1.319528e+00 0.8099567
[224,] 0.1361 1.320339e+00 0.8107265
[225,] 0.1377 1.321637e+00 0.8119847
[226,] 0.1407 1.324077e+00 0.8144324
[227,] 0.1441 1.326851e+00 0.8173459
[228,] 0.1443 1.327014e+00 0.8175219
[229,] 0.1454 1.327914e+00 0.8184990
[230,] 0.1508 1.332347e+00 0.8235209
[231,] 0.1644 1.343642e+00 0.8377696
[232,] 0.1793 1.356248e+00 0.8544194
[233,] 0.1814 1.358045e+00 0.8567996
[234,] 0.1838 1.360104e+00 0.8595299
[235,] 0.1927 1.367799e+00 0.8697493
[236,] 0.1978 1.372250e+00 0.8756324
[237,] 0.2012 1.375234e+00 0.8794922
[238,] 0.2026 1.376466e+00 0.8810658
[239,] 0.2056 1.379114e+00 0.8844090
[240,] 0.2087 1.381861e+00 0.8878283
[241,] 0.2099 1.382928e+00 0.8891423
[242,] 0.2385 1.408793e+00 0.9197401
[243,] 0.2400 1.410174e+00 0.9215020
[244,] 0.2620 1.430763e+00 0.9516536
, , n=100
newdata fun 1der
[1,] -0.3064 0.5980415 0.8623413
[2,] -0.2579 0.6398646 0.8624263
[3,] -0.2523 0.6446952 0.8628633
[4,] -0.2394 0.6558417 0.8656595
[5,] -0.2304 0.6636480 0.8693181
[6,] -0.2187 0.6738569 0.8761764
[7,] -0.2181 0.6743827 0.8765922
[8,] -0.2102 0.6813310 0.8826491
[9,] -0.2015 0.6890438 0.8906917
[10,] -0.1881 0.7010795 0.9061374
[11,] -0.1846 0.7042587 0.9105570
[12,] -0.1842 0.7046230 0.9110711
[13,] -0.1831 0.7056259 0.9124940
[14,] -0.1807 0.7078197 0.9156649
[15,] -0.1782 0.7101131 0.9190763
[16,] -0.1754 0.7126920 0.9230284
[17,] -0.1697 0.7179772 0.9315022
[18,] -0.1683 0.7192828 0.9336709
[19,] -0.1663 0.7211533 0.9368268
[20,] -0.1512 0.7354898 0.9625308
[21,] -0.1505 0.7361640 0.9637793
[22,] -0.1419 0.7445187 0.9791504
[23,] -0.1353 0.7510198 0.9908594
[24,] -0.1337 0.7526074 0.9936859
[25,] -0.1285 0.7577984 1.0028395
[26,] -0.1247 0.7616218 1.0094972
[27,] -0.1209 0.7654705 1.0161285
[28,] -0.1167 0.7697536 1.0234269
[29,] -0.1154 0.7710855 1.0256793
[30,] -0.1141 0.7724204 1.0279287
[31,] -0.1138 0.7727288 1.0284473
[32,] -0.1124 0.7741703 1.0308655
[33,] -0.1123 0.7742734 1.0310380
[34,] -0.1121 0.7744797 1.0313832
[35,] -0.1053 0.7815329 1.0430734
[36,] -0.1039 0.7829949 1.0454697
[37,] -0.0988 0.7883490 1.0541686
[38,] -0.0984 0.7887708 1.0548488
[39,] -0.0977 0.7895096 1.0560385
[40,] -0.0955 0.7918370 1.0597718
[41,] -0.0948 0.7925792 1.0609578
[42,] -0.0923 0.7952369 1.0651861
[43,] -0.0909 0.7967298 1.0675489
[44,] -0.0902 0.7974775 1.0687290
[45,] -0.0888 0.7989754 1.0710865
[46,] -0.0871 0.8007987 1.0739442
[47,] -0.0866 0.8013358 1.0747837
[48,] -0.0807 0.8077062 1.0846553
[49,] -0.0806 0.8078147 1.0848220
[50,] -0.0707 0.8186359 1.1012407
[51,] -0.0693 0.8201792 1.1035480
[52,] -0.0680 0.8216152 1.1056872
[53,] -0.0671 0.8226110 1.1071664
[54,] -0.0648 0.8251618 1.1109399
[55,] -0.0644 0.8256063 1.1115951
[56,] -0.0637 0.8263848 1.1127411
[57,] -0.0636 0.8264961 1.1129048
[58,] -0.0606 0.8298422 1.1178054
[59,] -0.0541 0.8371423 1.1283668
[60,] -0.0537 0.8375938 1.1290142
[61,] -0.0520 0.8395154 1.1317624
[62,] -0.0518 0.8397418 1.1320853
[63,] -0.0516 0.8399683 1.1324082
[64,] -0.0514 0.8401948 1.1327310
[65,] -0.0507 0.8409881 1.1338603
[66,] -0.0468 0.8454224 1.1401355
[67,] -0.0467 0.8455364 1.1402961
[68,] -0.0465 0.8457645 1.1406171
[69,] -0.0407 0.8524070 1.1499221
[70,] -0.0378 0.8557486 1.1546172
[71,] -0.0374 0.8562106 1.1552677
[72,] -0.0365 0.8572510 1.1567337
[73,] -0.0361 0.8577138 1.1573864
[74,] -0.0358 0.8580611 1.1578764
[75,] -0.0345 0.8595677 1.1600042
[76,] -0.0339 0.8602640 1.1609888
[77,] -0.0321 0.8623565 1.1639517
[78,] -0.0306 0.8641043 1.1664280
[79,] -0.0302 0.8645710 1.1670874
[80,] -0.0293 0.8656220 1.1685687
[81,] -0.0290 0.8659727 1.1690619
[82,] -0.0262 0.8692525 1.1736494
[83,] -0.0261 0.8693698 1.1738127
[84,] -0.0254 0.8701919 1.1749550
[85,] -0.0244 0.8713677 1.1765838
[86,] -0.0243 0.8714853 1.1767465
[87,] -0.0240 0.8718384 1.1772343
[88,] -0.0206 0.8758504 1.1827410
[89,] -0.0195 0.8771524 1.1845139
[90,] -0.0193 0.8773893 1.1848357
[91,] -0.0191 0.8776263 1.1851575
[92,] -0.0190 0.8777448 1.1853183
[93,] -0.0186 0.8782191 1.1859612
[94,] -0.0153 0.8821415 1.1912625
[95,] -0.0148 0.8827373 1.1920712
[96,] -0.0142 0.8834529 1.1930443
[97,] -0.0117 0.8864406 1.1971285
[98,] -0.0109 0.8873988 1.1984456
[99,] -0.0096 0.8889582 1.2005966
[100,] -0.0088 0.8899192 1.2019267
[101,] -0.0078 0.8911220 1.2035963
[102,] -0.0075 0.8914831 1.2040986
[103,] -0.0073 0.8917240 1.2044340
[104,] -0.0064 0.8928086 1.2059467
[105,] -0.0060 0.8932912 1.2066210
[106,] -0.0052 0.8942570 1.2079733
[107,] -0.0048 0.8947403 1.2086514
[108,] -0.0039 0.8958288 1.2101814
[109,] -0.0024 0.8976460 1.2127455
[110,] -0.0014 0.8988596 1.2144660
[111,] -0.0006 0.8998317 1.2158507
[112,] -0.0001 0.9004399 1.2167199
[113,] 0.0021 0.9031209 1.2205780
[114,] 0.0044 0.9059329 1.2246707
[115,] 0.0056 0.9074038 1.2268299
[116,] 0.0064 0.9083858 1.2282786
[117,] 0.0072 0.9093690 1.2297345
[118,] 0.0080 0.9103534 1.2311978
[119,] 0.0084 0.9108460 1.2319322
[120,] 0.0085 0.9109692 1.2321160
[121,] 0.0099 0.9126960 1.2347023
[122,] 0.0107 0.9136844 1.2361903
[123,] 0.0137 0.9174014 1.2418351
[124,] 0.0159 0.9201380 1.2460399
[125,] 0.0160 0.9202627 1.2462324
[126,] 0.0164 0.9207613 1.2470033
[127,] 0.0170 0.9215098 1.2481631
[128,] 0.0183 0.9231341 1.2506901
[129,] 0.0189 0.9238849 1.2518629
[130,] 0.0190 0.9240101 1.2520588
[131,] 0.0196 0.9247617 1.2532364
[132,] 0.0197 0.9248870 1.2534331
[133,] 0.0207 0.9261414 1.2554060
[134,] 0.0211 0.9266437 1.2561984
[135,] 0.0215 0.9271464 1.2569926
[136,] 0.0224 0.9282785 1.2587863
[137,] 0.0225 0.9284044 1.2589862
[138,] 0.0230 0.9290341 1.2599872
[139,] 0.0233 0.9294122 1.2605892
[140,] 0.0240 0.9302951 1.2619978
[141,] 0.0248 0.9313053 1.2636146
[142,] 0.0250 0.9315581 1.2640199
[143,] 0.0267 0.9337099 1.2674836
[144,] 0.0286 0.9361218 1.2713939
[145,] 0.0293 0.9370123 1.2728450
[146,] 0.0308 0.9389239 1.2759731
[147,] 0.0312 0.9394344 1.2768116
[148,] 0.0316 0.9399453 1.2776520
[149,] 0.0326 0.9412240 1.2797609
[150,] 0.0332 0.9419923 1.2810316
[151,] 0.0339 0.9428895 1.2825183
[152,] 0.0350 0.9443016 1.2848633
[153,] 0.0382 0.9484241 1.2917453
[154,] 0.0396 0.9502347 1.2947843
[155,] 0.0398 0.9504937 1.2952198
[156,] 0.0413 0.9524390 1.2984976
[157,] 0.0415 0.9526987 1.2989361
[158,] 0.0421 0.9534785 1.3002537
[159,] 0.0441 0.9560834 1.3046686
[160,] 0.0443 0.9563444 1.3051121
[161,] 0.0455 0.9579121 1.3077800
[162,] 0.0467 0.9594831 1.3104618
[163,] 0.0468 0.9596141 1.3106859
[164,] 0.0470 0.9598763 1.3111344
[165,] 0.0476 0.9606634 1.3124822
[166,] 0.0491 0.9626346 1.3158671
[167,] 0.0507 0.9647429 1.3195016
[168,] 0.0512 0.9654030 1.3206425
[169,] 0.0525 0.9671217 1.3236201
[170,] 0.0531 0.9679163 1.3249999
[171,] 0.0544 0.9696408 1.3280033
[172,] 0.0546 0.9699064 1.3284678
[173,] 0.0564 0.9723014 1.3326823
[174,] 0.0579 0.9743031 1.3362402
[175,] 0.0623 0.9802059 1.3469177
[176,] 0.0628 0.9808797 1.3481539
[177,] 0.0631 0.9812843 1.3488979
[178,] 0.0648 0.9835810 1.3531453
[179,] 0.0669 0.9864282 1.3584665
[180,] 0.0672 0.9868358 1.3592334
[181,] 0.0680 0.9879240 1.3612834
[182,] 0.0693 0.9896959 1.3646285
[183,] 0.0694 0.9898324 1.3648865
[184,] 0.0702 0.9909251 1.3669543
[185,] 0.0747 0.9971028 1.3787069
[186,] 0.0750 0.9975165 1.3794977
[187,] 0.0770 1.0002808 1.3847930
[188,] 0.0783 1.0020833 1.3882567
[189,] 0.0790 1.0030557 1.3901289
[190,] 0.0807 1.0054228 1.3946962
[191,] 0.0814 1.0063997 1.3965854
[192,] 0.0827 1.0082176 1.4001071
[193,] 0.0829 1.0084977 1.4006504
[194,] 0.0835 1.0093385 1.4022828
[195,] 0.0850 1.0114450 1.4063798
[196,] 0.0871 1.0144045 1.4121538
[197,] 0.0879 1.0155351 1.4143623
[198,] 0.0880 1.0156765 1.4146385
[199,] 0.0913 1.0203599 1.4237630
[200,] 0.0935 1.0234989 1.4298584
[201,] 0.0962 1.0273696 1.4373526
[202,] 0.1000 1.0328516 1.4479252
[203,] 0.1011 1.0344460 1.4509913
[204,] 0.1013 1.0347363 1.4515490
[205,] 0.1025 1.0364802 1.4548972
[206,] 0.1058 1.0412965 1.4641243
[207,] 0.1065 1.0423221 1.4660854
[208,] 0.1086 1.0454071 1.4719764
[209,] 0.1109 1.0488000 1.4784423
[210,] 0.1110 1.0489479 1.4787237
[211,] 0.1121 1.0505762 1.4818214
[212,] 0.1123 1.0508726 1.4823850
[213,] 0.1130 1.0519110 1.4843583
[214,] 0.1131 1.0520594 1.4846403
[215,] 0.1146 1.0542896 1.4888712
[216,] 0.1150 1.0548853 1.4899982
[217,] 0.1242 1.0687120 1.5157301
[218,] 0.1246 1.0693185 1.5168392
[219,] 0.1288 1.0757136 1.5284079
[220,] 0.1304 1.0781625 1.5327782
[221,] 0.1330 1.0821569 1.5398367
[222,] 0.1331 1.0823109 1.5401071
[223,] 0.1351 1.0853965 1.5454921
[224,] 0.1361 1.0869433 1.5481580
[225,] 0.1377 1.0894238 1.5523833
[226,] 0.1407 1.0940927 1.5601719
[227,] 0.1441 1.0994120 1.5687877
[228,] 0.1443 1.0997258 1.5692870
[229,] 0.1454 1.1014535 1.5720166
[230,] 0.1508 1.1099777 1.5849999
[231,] 0.1644 1.1317401 1.6145660
[232,] 0.1793 1.1560069 1.6420590
[233,] 0.1814 1.1594589 1.6456332
[234,] 0.1838 1.1634133 1.6496593
[235,] 0.1927 1.1781608 1.6643227
[236,] 0.1978 1.1866699 1.6725359
[237,] 0.2012 1.1923657 1.6779348
[238,] 0.2026 1.1947164 1.6801400
[239,] 0.2056 1.1997638 1.6848305
[240,] 0.2087 1.2049942 1.6896271
[241,] 0.2099 1.2070229 1.6914693
[242,] 0.2385 1.2560279 1.7361883
[243,] 0.2400 1.2586340 1.7386957
[244,] 0.2620 1.2973077 1.7778134
, , n=150
newdata fun 1der
[1,] -0.3064 0.7124289 0.9234226
[2,] -0.2579 0.7572149 0.9234226
[3,] -0.2523 0.7623861 0.9234226
[4,] -0.2394 0.7742983 0.9234226
[5,] -0.2304 0.7826091 0.9234226
[6,] -0.2187 0.7934131 0.9234226
[7,] -0.2181 0.7939672 0.9234226
[8,] -0.2102 0.8012622 0.9234226
[9,] -0.2015 0.8092960 0.9234226
[10,] -0.1881 0.8216698 0.9234226
[11,] -0.1846 0.8249018 0.9234226
[12,] -0.1842 0.8252712 0.9234226
[13,] -0.1831 0.8262870 0.9234226
[14,] -0.1807 0.8285032 0.9234226
[15,] -0.1782 0.8308117 0.9234226
[16,] -0.1754 0.8333973 0.9234226
[17,] -0.1697 0.8386608 0.9234226
[18,] -0.1683 0.8399536 0.9234226
[19,] -0.1663 0.8418005 0.9234226
[20,] -0.1512 0.8557441 0.9234226
[21,] -0.1505 0.8563905 0.9234226
[22,] -0.1419 0.8643320 0.9234226
[23,] -0.1353 0.8704266 0.9234226
[24,] -0.1337 0.8719040 0.9234226
[25,] -0.1285 0.8767058 0.9234226
[26,] -0.1247 0.8802148 0.9234226
[27,] -0.1209 0.8837238 0.9234226
[28,] -0.1167 0.8876022 0.9234226
[29,] -0.1154 0.8888027 0.9234226
[30,] -0.1141 0.8900031 0.9234226
[31,] -0.1138 0.8902801 0.9234226
[32,] -0.1124 0.8915729 0.9234226
[33,] -0.1123 0.8916653 0.9234226
[34,] -0.1121 0.8918500 0.9234226
[35,] -0.1053 0.8981292 0.9234226
[36,] -0.1039 0.8994220 0.9234226
[37,] -0.0988 0.9041315 0.9234226
[38,] -0.0984 0.9045008 0.9234226
[39,] -0.0977 0.9051472 0.9234226
[40,] -0.0955 0.9071788 0.9234226
[41,] -0.0948 0.9078252 0.9234226
[42,] -0.0923 0.9101337 0.9234226
[43,] -0.0909 0.9114265 0.9234226
[44,] -0.0902 0.9120729 0.9234226
[45,] -0.0888 0.9133657 0.9234226
[46,] -0.0871 0.9149355 0.9234226
[47,] -0.0866 0.9153972 0.9234226
[48,] -0.0807 0.9208454 0.9234226
[49,] -0.0806 0.9209378 0.9234226
[50,] -0.0707 0.9300797 0.9234226
[51,] -0.0693 0.9313724 0.9234226
[52,] -0.0680 0.9325729 0.9234226
[53,] -0.0671 0.9334040 0.9234226
[54,] -0.0648 0.9355278 0.9234226
[55,] -0.0644 0.9358972 0.9234226
[56,] -0.0637 0.9365436 0.9234226
[57,] -0.0636 0.9366360 0.9234226
[58,] -0.0606 0.9394062 0.9234226
[59,] -0.0541 0.9454085 0.9234226
[60,] -0.0537 0.9457778 0.9234226
[61,] -0.0520 0.9473477 0.9234226
[62,] -0.0518 0.9475323 0.9234226
[63,] -0.0516 0.9477170 0.9234226
[64,] -0.0514 0.9479017 0.9234226
[65,] -0.0507 0.9485481 0.9234226
[66,] -0.0468 0.9521495 0.9234226
[67,] -0.0467 0.9522418 0.9234226
[68,] -0.0465 0.9524265 0.9234226
[69,] -0.0407 0.9577823 0.9234226
[70,] -0.0378 0.9604603 0.9234226
[71,] -0.0374 0.9608296 0.9234226
[72,] -0.0365 0.9616607 0.9234226
[73,] -0.0361 0.9620301 0.9234226
[74,] -0.0358 0.9623071 0.9234226
[75,] -0.0345 0.9635076 0.9234226
[76,] -0.0339 0.9640616 0.9234226
[77,] -0.0321 0.9657238 0.9234226
[78,] -0.0306 0.9671089 0.9234226
[79,] -0.0302 0.9674783 0.9234226
[80,] -0.0293 0.9683094 0.9234226
[81,] -0.0290 0.9685864 0.9234226
[82,] -0.0262 0.9711720 0.9234226
[83,] -0.0261 0.9712643 0.9234226
[84,] -0.0254 0.9719107 0.9234226
[85,] -0.0244 0.9728341 0.9234226
[86,] -0.0243 0.9729265 0.9234226
[87,] -0.0240 0.9732035 0.9234226
[88,] -0.0206 0.9763431 0.9234226
[89,] -0.0195 0.9773589 0.9234226
[90,] -0.0193 0.9775436 0.9234226
[91,] -0.0191 0.9777283 0.9234226
[92,] -0.0190 0.9778206 0.9234226
[93,] -0.0186 0.9781900 0.9234226
[94,] -0.0153 0.9812373 0.9234226
[95,] -0.0148 0.9816990 0.9234226
[96,] -0.0142 0.9822530 0.9234226
[97,] -0.0117 0.9845616 0.9234226
[98,] -0.0109 0.9853003 0.9234226
[99,] -0.0096 0.9865008 0.9234226
[100,] -0.0088 0.9872395 0.9234226
[101,] -0.0078 0.9881629 0.9234226
[102,] -0.0075 0.9884400 0.9234226
[103,] -0.0073 0.9886246 0.9234226
[104,] -0.0064 0.9894557 0.9234226
[105,] -0.0060 0.9898251 0.9234226
[106,] -0.0052 0.9905638 0.9234226
[107,] -0.0048 0.9906309 0.9234234
[108,] -0.0039 0.9914620 0.9234365
[109,] -0.0024 0.9928472 0.9234943
[110,] -0.0014 0.9937707 0.9235578
[111,] -0.0006 0.9945096 0.9236230
[112,] -0.0001 0.9949714 0.9236702
[113,] 0.0021 0.9970038 0.9239372
[114,] 0.0044 0.9994315 0.9243195
[115,] 0.0056 1.0005409 0.9245606
[116,] 0.0064 1.0012806 0.9247370
[117,] 0.0072 1.0020204 0.9249261
[118,] 0.0080 1.0027605 0.9251278
[119,] 0.0084 1.0031305 0.9252334
[120,] 0.0085 1.0032231 0.9252603
[121,] 0.0099 1.0045187 0.9256574
[122,] 0.0107 1.0052593 0.9259016
[123,] 0.0137 1.0080385 0.9269300
[124,] 0.0159 1.0100787 0.9277968
[125,] 0.0160 1.0101715 0.9278385
[126,] 0.0164 1.0105426 0.9280072
[127,] 0.0170 1.0110995 0.9282661
[128,] 0.0183 1.0123067 0.9288513
[129,] 0.0189 1.0128640 0.9291327
[130,] 0.0190 1.0129570 0.9291803
[131,] 0.0196 1.0135146 0.9294699
[132,] 0.0197 1.0136075 0.9295189
[133,] 0.0207 1.0145373 0.9300193
[134,] 0.0211 1.0149093 0.9302250
[135,] 0.0215 1.0152815 0.9304339
[136,] 0.0224 1.0161191 0.9309154
[137,] 0.0225 1.0162122 0.9309698
[138,] 0.0230 1.0166777 0.9312452
[139,] 0.0233 1.0169571 0.9314128
[140,] 0.0240 1.0176092 0.9318100
[141,] 0.0248 1.0183549 0.9322733
[142,] 0.0250 1.0185413 0.9323906
[143,] 0.0267 1.0201273 0.9334041
[144,] 0.0286 1.0219018 0.9345582
[145,] 0.0293 1.0225562 0.9349891
[146,] 0.0308 1.0239593 0.9359209
[147,] 0.0312 1.0243338 0.9361707
[148,] 0.0316 1.0247083 0.9364209
[149,] 0.0326 1.0256450 0.9370486
[150,] 0.0332 1.0262074 0.9374267
[151,] 0.0339 1.0268637 0.9378692
[152,] 0.0350 1.0278957 0.9385676
[153,] 0.0382 1.0309024 0.9406201
[154,] 0.0396 1.0322199 0.9415279
[155,] 0.0398 1.0324083 0.9416581
[156,] 0.0413 1.0338215 0.9426382
[157,] 0.0415 1.0340100 0.9427694
[158,] 0.0421 1.0345758 0.9431638
[159,] 0.0441 1.0364635 0.9444862
[160,] 0.0443 1.0366524 0.9446191
[161,] 0.0455 1.0377864 0.9454191
[162,] 0.0467 1.0389214 0.9462235
[163,] 0.0468 1.0390160 0.9462907
[164,] 0.0470 1.0392053 0.9464253
[165,] 0.0476 1.0397732 0.9468296
[166,] 0.0491 1.0411942 0.9478454
[167,] 0.0507 1.0427117 0.9489377
[168,] 0.0512 1.0431862 0.9492826
[169,] 0.0525 1.0444209 0.9501878
[170,] 0.0531 1.0449911 0.9506098
[171,] 0.0544 1.0462275 0.9515334
[172,] 0.0546 1.0464178 0.9516767
[173,] 0.0564 1.0481320 0.9529789
[174,] 0.0579 1.0495623 0.9540826
[175,] 0.0623 1.0537676 0.9574210
[176,] 0.0628 1.0542464 0.9578116
[177,] 0.0631 1.0545337 0.9580472
[178,] 0.0648 1.0561636 0.9593994
[179,] 0.0669 1.0581801 0.9611096
[180,] 0.0672 1.0584685 0.9613575
[181,] 0.0680 1.0592378 0.9620231
[182,] 0.0693 1.0604892 0.9631182
[183,] 0.0694 1.0605855 0.9632032
[184,] 0.0702 1.0613563 0.9638863
[185,] 0.0747 1.0657026 0.9678484
[186,] 0.0750 1.0659930 0.9681198
[187,] 0.0770 1.0679311 0.9699520
[188,] 0.0783 1.0691928 0.9711665
[189,] 0.0790 1.0698729 0.9718285
[190,] 0.0807 1.0715264 0.9734597
[191,] 0.0814 1.0722080 0.9741410
[192,] 0.0827 1.0734752 0.9754212
[193,] 0.0829 1.0736703 0.9756199
[194,] 0.0835 1.0742559 0.9762187
[195,] 0.0850 1.0757214 0.9777337
[196,] 0.0871 1.0777769 0.9798981
[197,] 0.0879 1.0785611 0.9807359
[198,] 0.0880 1.0786592 0.9808412
[199,] 0.0913 1.0819018 0.9843787
[200,] 0.0935 1.0840701 0.9868065
[201,] 0.0962 1.0867385 0.9898620
[202,] 0.1000 1.0905084 0.9943052
[203,] 0.1011 1.0916029 0.9956246
[204,] 0.1013 1.0918020 0.9958662
[205,] 0.1025 1.0929979 0.9973263
[206,] 0.1058 1.0962959 1.0014365
[207,] 0.1065 1.0969972 1.0023263
[208,] 0.1086 1.0991049 1.0050331
[209,] 0.1109 1.1014199 1.0080624
[210,] 0.1110 1.1015207 1.0081957
[211,] 0.1121 1.1026306 1.0096698
[212,] 0.1123 1.1028325 1.0099395
[213,] 0.1130 1.1035398 1.0108874
[214,] 0.1131 1.1036409 1.0110233
[215,] 0.1146 1.1051590 1.0130775
[216,] 0.1150 1.1055643 1.0136302
[217,] 0.1242 1.1149500 1.0269055
[218,] 0.1246 1.1153608 1.0275073
[219,] 0.1288 1.1196898 1.0339416
[220,] 0.1304 1.1213461 1.0364448
[221,] 0.1330 1.1240462 1.0405731
[222,] 0.1331 1.1241503 1.0407334
[223,] 0.1351 1.1262350 1.0439623
[224,] 0.1361 1.1272798 1.0455934
[225,] 0.1377 1.1289548 1.0482264
[226,] 0.1407 1.1321070 1.0532184
[227,] 0.1441 1.1356976 1.0589239
[228,] 0.1443 1.1359094 1.0592611
[229,] 0.1454 1.1370756 1.0611186
[230,] 0.1508 1.1428304 1.0703133
[231,] 0.1644 1.1575471 1.0940269
[232,] 0.1793 1.1740530 1.1221523
[233,] 0.1814 1.1764140 1.1264112
[234,] 0.1838 1.1791233 1.1313675
[235,] 0.1927 1.1892770 1.1505768
[236,] 0.1978 1.1951743 1.1621731
[237,] 0.2012 1.1991392 1.1701424
[238,] 0.2026 1.2007797 1.1734793
[239,] 0.2056 1.2043110 1.1807386
[240,] 0.2087 1.2079832 1.1883958
[241,] 0.2099 1.2094110 1.1914025
[242,] 0.2385 1.2445376 1.2640750
[243,] 0.2400 1.2464364 1.2675904
[244,] 0.2620 1.2748392 1.3123267
, , n=220
newdata fun 1der
[1,] -0.3064 0.7668918 0.7600715
[2,] -0.2579 0.8038980 0.7633626
[3,] -0.2523 0.8081728 0.7633626
[4,] -0.2394 0.8180202 0.7633626
[5,] -0.2304 0.8248904 0.7633626
[6,] -0.2187 0.8338218 0.7633626
[7,] -0.2181 0.8342798 0.7633626
[8,] -0.2102 0.8403104 0.7633626
[9,] -0.2015 0.8469516 0.7633626
[10,] -0.1881 0.8571807 0.7633626
[11,] -0.1846 0.8598524 0.7633626
[12,] -0.1842 0.8601578 0.7633626
[13,] -0.1831 0.8609975 0.7633626
[14,] -0.1807 0.8628296 0.7633626
[15,] -0.1782 0.8647380 0.7633626
[16,] -0.1754 0.8668754 0.7633626
[17,] -0.1697 0.8712265 0.7633626
[18,] -0.1683 0.8722953 0.7633626
[19,] -0.1663 0.8738220 0.7633626
[20,] -0.1512 0.8853488 0.7633626
[21,] -0.1505 0.8858831 0.7633626
[22,] -0.1419 0.8924480 0.7633626
[23,] -0.1353 0.8974862 0.7633626
[24,] -0.1337 0.8987076 0.7633626
[25,] -0.1285 0.9026771 0.7633626
[26,] -0.1247 0.9055779 0.7633626
[27,] -0.1209 0.9084786 0.7633626
[28,] -0.1167 0.9116848 0.7633626
[29,] -0.1154 0.9126771 0.7633626
[30,] -0.1141 0.9136695 0.7633626
[31,] -0.1138 0.9138985 0.7633626
[32,] -0.1124 0.9149672 0.7633626
[33,] -0.1123 0.9150436 0.7633626
[34,] -0.1121 0.9151962 0.7633626
[35,] -0.1053 0.9203871 0.7633626
[36,] -0.1039 0.9214558 0.7633626
[37,] -0.0988 0.9253490 0.7633626
[38,] -0.0984 0.9256543 0.7633626
[39,] -0.0977 0.9261887 0.7633626
[40,] -0.0955 0.9278681 0.7633626
[41,] -0.0948 0.9284024 0.7633626
[42,] -0.0923 0.9303108 0.7633626
[43,] -0.0909 0.9313795 0.7633626
[44,] -0.0902 0.9319139 0.7633626
[45,] -0.0888 0.9329826 0.7633626
[46,] -0.0871 0.9342803 0.7633626
[47,] -0.0866 0.9346620 0.7633626
[48,] -0.0807 0.9391658 0.7633626
[49,] -0.0806 0.9392422 0.7633626
[50,] -0.0707 0.9467995 0.7633626
[51,] -0.0693 0.9478682 0.7633626
[52,] -0.0680 0.9488605 0.7633626
[53,] -0.0671 0.9495476 0.7633626
[54,] -0.0648 0.9513033 0.7633626
[55,] -0.0644 0.9516086 0.7633626
[56,] -0.0637 0.9521430 0.7633626
[57,] -0.0636 0.9522193 0.7633626
[58,] -0.0606 0.9545094 0.7633626
[59,] -0.0541 0.9594713 0.7633626
[60,] -0.0537 0.9597766 0.7633626
[61,] -0.0520 0.9610743 0.7633626
[62,] -0.0518 0.9612270 0.7633626
[63,] -0.0516 0.9613797 0.7633626
[64,] -0.0514 0.9615323 0.7633626
[65,] -0.0507 0.9620667 0.7633626
[66,] -0.0468 0.9650438 0.7633626
[67,] -0.0467 0.9651202 0.7633626
[68,] -0.0465 0.9652728 0.7633626
[69,] -0.0407 0.9697003 0.7633626
[70,] -0.0378 0.9719141 0.7633626
[71,] -0.0374 0.9722194 0.7633626
[72,] -0.0365 0.9729065 0.7633626
[73,] -0.0361 0.9732118 0.7633626
[74,] -0.0358 0.9734408 0.7633626
[75,] -0.0345 0.9744332 0.7633626
[76,] -0.0339 0.9748912 0.7633626
[77,] -0.0321 0.9762652 0.7633626
[78,] -0.0306 0.9774103 0.7633626
[79,] -0.0302 0.9777156 0.7633626
[80,] -0.0293 0.9784027 0.7633626
[81,] -0.0290 0.9786317 0.7633626
[82,] -0.0262 0.9807691 0.7633626
[83,] -0.0261 0.9808454 0.7633626
[84,] -0.0254 0.9813798 0.7633626
[85,] -0.0244 0.9821431 0.7633626
[86,] -0.0243 0.9822195 0.7633626
[87,] -0.0240 0.9824485 0.7633626
[88,] -0.0206 0.9850439 0.7633626
[89,] -0.0195 0.9858836 0.7633626
[90,] -0.0193 0.9860363 0.7633626
[91,] -0.0191 0.9861890 0.7633626
[92,] -0.0190 0.9862653 0.7633626
[93,] -0.0186 0.9865706 0.7633626
[94,] -0.0153 0.9890897 0.7633626
[95,] -0.0148 0.9894714 0.7633626
[96,] -0.0142 0.9899294 0.7633626
[97,] -0.0117 0.9918378 0.7633626
[98,] -0.0109 0.9924485 0.7633626
[99,] -0.0096 0.9934409 0.7633626
[100,] -0.0088 0.9940516 0.7633626
[101,] -0.0078 0.9948150 0.7633626
[102,] -0.0075 0.9950440 0.7633626
[103,] -0.0073 0.9951966 0.7633626
[104,] -0.0064 0.9958837 0.7633626
[105,] -0.0060 0.9961890 0.7633626
[106,] -0.0052 0.9967997 0.7633626
[107,] -0.0048 0.9971050 0.7633626
[108,] -0.0039 0.9977921 0.7633626
[109,] -0.0024 0.9989371 0.7633626
[110,] -0.0014 0.9997005 0.7633626
[111,] -0.0006 1.0003112 0.7633626
[112,] -0.0001 1.0006929 0.7633626
[113,] 0.0021 1.0023723 0.7633626
[114,] 0.0044 1.0041280 0.7633626
[115,] 0.0056 1.0050440 0.7633626
[116,] 0.0064 1.0056547 0.7633626
[117,] 0.0072 1.0062654 0.7633626
[118,] 0.0080 1.0068761 0.7633626
[119,] 0.0084 1.0071814 0.7633626
[120,] 0.0085 1.0072578 0.7633626
[121,] 0.0099 1.0083265 0.7633626
[122,] 0.0107 1.0089372 0.7633626
[123,] 0.0137 1.0112273 0.7633626
[124,] 0.0159 1.0129067 0.7633626
[125,] 0.0160 1.0129830 0.7633626
[126,] 0.0164 1.0132883 0.7633626
[127,] 0.0170 1.0137464 0.7633626
[128,] 0.0183 1.0147387 0.7633626
[129,] 0.0189 1.0151967 0.7633626
[130,] 0.0190 1.0152731 0.7633626
[131,] 0.0196 1.0157311 0.7633626
[132,] 0.0197 1.0158074 0.7633626
[133,] 0.0207 1.0165708 0.7633626
[134,] 0.0211 1.0168761 0.7633626
[135,] 0.0215 1.0171815 0.7633626
[136,] 0.0224 1.0178685 0.7633626
[137,] 0.0225 1.0179448 0.7633626
[138,] 0.0230 1.0183265 0.7633626
[139,] 0.0233 1.0185555 0.7633626
[140,] 0.0240 1.0190899 0.7633626
[141,] 0.0248 1.0197006 0.7633626
[142,] 0.0250 1.0198533 0.7633626
[143,] 0.0267 1.0211510 0.7633626
[144,] 0.0286 1.0226014 0.7633626
[145,] 0.0293 1.0231357 0.7633626
[146,] 0.0308 1.0242808 0.7633626
[147,] 0.0312 1.0245861 0.7633626
[148,] 0.0316 1.0248914 0.7633626
[149,] 0.0326 1.0256548 0.7633626
[150,] 0.0332 1.0261128 0.7633626
[151,] 0.0339 1.0266472 0.7633626
[152,] 0.0350 1.0274869 0.7633626
[153,] 0.0382 1.0299296 0.7633626
[154,] 0.0396 1.0309983 0.7633626
[155,] 0.0398 1.0311510 0.7633626
[156,] 0.0413 1.0322961 0.7633626
[157,] 0.0415 1.0324487 0.7633626
[158,] 0.0421 1.0329068 0.7633626
[159,] 0.0441 1.0344335 0.7633626
[160,] 0.0443 1.0345862 0.7633626
[161,] 0.0455 1.0355022 0.7633626
[162,] 0.0467 1.0364182 0.7633626
[163,] 0.0468 1.0364946 0.7633626
[164,] 0.0470 1.0366472 0.7633626
[165,] 0.0476 1.0371053 0.7633626
[166,] 0.0491 1.0382503 0.7633626
[167,] 0.0507 1.0394717 0.7633626
[168,] 0.0512 1.0398534 0.7633626
[169,] 0.0525 1.0408457 0.7633626
[170,] 0.0531 1.0413037 0.7633626
[171,] 0.0544 1.0422961 0.7633626
[172,] 0.0546 1.0424488 0.7633626
[173,] 0.0564 1.0438228 0.7633626
[174,] 0.0579 1.0449679 0.7633626
[175,] 0.0623 1.0483267 0.7633626
[176,] 0.0628 1.0487084 0.7633626
[177,] 0.0631 1.0489374 0.7633626
[178,] 0.0648 1.0502351 0.7633626
[179,] 0.0669 1.0518381 0.7633626
[180,] 0.0672 1.0520672 0.7633626
[181,] 0.0680 1.0526778 0.7633626
[182,] 0.0693 1.0536702 0.7633626
[183,] 0.0694 1.0537466 0.7633626
[184,] 0.0702 1.0543572 0.7633626
[185,] 0.0747 1.0577924 0.7633626
[186,] 0.0750 1.0580214 0.7633626
[187,] 0.0770 1.0595481 0.7633626
[188,] 0.0783 1.0605405 0.7633626
[189,] 0.0790 1.0610748 0.7633626
[190,] 0.0807 1.0623726 0.7633626
[191,] 0.0814 1.0629069 0.7633626
[192,] 0.0827 1.0638993 0.7633626
[193,] 0.0829 1.0640520 0.7633626
[194,] 0.0835 1.0645100 0.7633626
[195,] 0.0850 1.0656550 0.7633626
[196,] 0.0871 1.0672581 0.7633626
[197,] 0.0879 1.0678688 0.7633626
[198,] 0.0880 1.0679451 0.7633626
[199,] 0.0913 1.0704642 0.7633626
[200,] 0.0935 1.0721436 0.7633626
[201,] 0.0962 1.0742047 0.7633626
[202,] 0.1000 1.0771055 0.7633626
[203,] 0.1011 1.0779452 0.7633626
[204,] 0.1013 1.0780978 0.7633626
[205,] 0.1025 1.0790139 0.7633626
[206,] 0.1058 1.0815330 0.7633626
[207,] 0.1065 1.0820673 0.7633626
[208,] 0.1086 1.0836704 0.7633626
[209,] 0.1109 1.0854261 0.7633626
[210,] 0.1110 1.0855024 0.7633626
[211,] 0.1121 1.0863421 0.7633626
[212,] 0.1123 1.0864948 0.7633626
[213,] 0.1130 1.0870292 0.7633626
[214,] 0.1131 1.0871055 0.7633626
[215,] 0.1146 1.0882505 0.7633626
[216,] 0.1150 1.0885559 0.7633626
[217,] 0.1242 1.0955788 0.7633626
[218,] 0.1246 1.0958842 0.7633626
[219,] 0.1288 1.0990903 0.7633626
[220,] 0.1304 1.1003117 0.7633626
[221,] 0.1330 1.1022964 0.7633626
[222,] 0.1331 1.1023728 0.7633626
[223,] 0.1351 1.1038995 0.7633626
[224,] 0.1361 1.1046628 0.7633626
[225,] 0.1377 1.1058842 0.7633626
[226,] 0.1407 1.1081743 0.7633626
[227,] 0.1441 1.1107697 0.7633626
[228,] 0.1443 1.1109224 0.7633626
[229,] 0.1454 1.1117621 0.7633626
[230,] 0.1508 1.1158843 0.7633626
[231,] 0.1644 1.1262660 0.7633626
[232,] 0.1793 1.1376401 0.7633626
[233,] 0.1814 1.1392432 0.7633626
[234,] 0.1838 1.1410752 0.7633626
[235,] 0.1927 1.1478692 0.7633626
[236,] 0.1978 1.1517623 0.7633626
[237,] 0.2012 1.1543578 0.7633626
[238,] 0.2026 1.1554265 0.7633626
[239,] 0.2056 1.1577165 0.7633626
[240,] 0.2087 1.1600830 0.7633626
[241,] 0.2099 1.1609990 0.7633626
[242,] 0.2385 1.1828325 0.7639762
[243,] 0.2400 1.1839786 0.7642442
[244,] 0.2620 1.2008764 0.7734305
, , n=340
newdata fun 1der
[1,] -0.3064 0.7210196 1.028833
[2,] -0.2579 0.7713815 1.040149
[3,] -0.2523 0.7772063 1.040149
[4,] -0.2394 0.7906242 1.040149
[5,] -0.2304 0.7999856 1.040149
[6,] -0.2187 0.8121553 1.040149
[7,] -0.2181 0.8127794 1.040149
[8,] -0.2102 0.8209966 1.040149
[9,] -0.2015 0.8300459 1.040149
[10,] -0.1881 0.8439839 1.040149
[11,] -0.1846 0.8476244 1.040149
[12,] -0.1842 0.8480405 1.040149
[13,] -0.1831 0.8491846 1.040149
[14,] -0.1807 0.8516810 1.040149
[15,] -0.1782 0.8542814 1.040149
[16,] -0.1754 0.8571938 1.040149
[17,] -0.1697 0.8631226 1.040149
[18,] -0.1683 0.8645789 1.040149
[19,] -0.1663 0.8666592 1.040149
[20,] -0.1512 0.8823654 1.040149
[21,] -0.1505 0.8830935 1.040149
[22,] -0.1419 0.8920388 1.040149
[23,] -0.1353 0.8989038 1.040149
[24,] -0.1337 0.9005680 1.040149
[25,] -0.1285 0.9059768 1.040149
[26,] -0.1247 0.9099294 1.040149
[27,] -0.1209 0.9138819 1.040149
[28,] -0.1167 0.9182506 1.040149
[29,] -0.1154 0.9196028 1.040149
[30,] -0.1141 0.9209549 1.040149
[31,] -0.1138 0.9212670 1.040149
[32,] -0.1124 0.9227232 1.040149
[33,] -0.1123 0.9228272 1.040149
[34,] -0.1121 0.9230352 1.040149
[35,] -0.1053 0.9301083 1.040149
[36,] -0.1039 0.9315645 1.040149
[37,] -0.0988 0.9368692 1.040149
[38,] -0.0984 0.9372853 1.040149
[39,] -0.0977 0.9380134 1.040149
[40,] -0.0955 0.9403017 1.040149
[41,] -0.0948 0.9410298 1.040149
[42,] -0.0923 0.9436302 1.040149
[43,] -0.0909 0.9450864 1.040149
[44,] -0.0902 0.9458145 1.040149
[45,] -0.0888 0.9472707 1.040149
[46,] -0.0871 0.9490390 1.040149
[47,] -0.0866 0.9495590 1.040149
[48,] -0.0807 0.9556959 1.040149
[49,] -0.0806 0.9557999 1.040149
[50,] -0.0707 0.9660974 1.040149
[51,] -0.0693 0.9675536 1.040149
[52,] -0.0680 0.9689058 1.040149
[53,] -0.0671 0.9698420 1.040149
[54,] -0.0648 0.9722343 1.040149
[55,] -0.0644 0.9726504 1.040149
[56,] -0.0637 0.9733785 1.040149
[57,] -0.0636 0.9734825 1.040149
[58,] -0.0606 0.9766029 1.040149
[59,] -0.0541 0.9833639 1.040149
[60,] -0.0537 0.9837800 1.040149
[61,] -0.0520 0.9855482 1.040149
[62,] -0.0518 0.9857562 1.040149
[63,] -0.0516 0.9859643 1.040149
[64,] -0.0514 0.9861723 1.040149
[65,] -0.0507 0.9869004 1.040149
[66,] -0.0468 0.9909570 1.040149
[67,] -0.0467 0.9910610 1.040149
[68,] -0.0465 0.9912690 1.040149
[69,] -0.0407 0.9973019 1.040149
[70,] -0.0378 1.0003183 1.040149
[71,] -0.0374 1.0007344 1.040149
[72,] -0.0365 1.0016705 1.040149
[73,] -0.0361 1.0020866 1.040149
[74,] -0.0358 1.0023986 1.040149
[75,] -0.0345 1.0037508 1.040149
[76,] -0.0339 1.0043749 1.040149
[77,] -0.0321 1.0062472 1.040149
[78,] -0.0306 1.0078074 1.040149
[79,] -0.0302 1.0082235 1.040149
[80,] -0.0293 1.0091596 1.040149
[81,] -0.0290 1.0094716 1.040149
[82,] -0.0262 1.0123841 1.040149
[83,] -0.0261 1.0124881 1.040149
[84,] -0.0254 1.0132162 1.040149
[85,] -0.0244 1.0142563 1.040149
[86,] -0.0243 1.0143603 1.040149
[87,] -0.0240 1.0146724 1.040149
[88,] -0.0206 1.0182089 1.040149
[89,] -0.0195 1.0193531 1.040149
[90,] -0.0193 1.0195611 1.040149
[91,] -0.0191 1.0197691 1.040149
[92,] -0.0190 1.0198731 1.040149
[93,] -0.0186 1.0202892 1.040149
[94,] -0.0153 1.0237217 1.040149
[95,] -0.0148 1.0242418 1.040149
[96,] -0.0142 1.0248659 1.040149
[97,] -0.0117 1.0274662 1.040149
[98,] -0.0109 1.0282983 1.040149
[99,] -0.0096 1.0296505 1.040149
[100,] -0.0088 1.0304827 1.040149
[101,] -0.0078 1.0315228 1.040149
[102,] -0.0075 1.0318349 1.040149
[103,] -0.0073 1.0320429 1.040149
[104,] -0.0064 1.0329790 1.040149
[105,] -0.0060 1.0333951 1.040149
[106,] -0.0052 1.0342272 1.040149
[107,] -0.0048 1.0346433 1.040149
[108,] -0.0039 1.0355794 1.040149
[109,] -0.0024 1.0371396 1.040149
[110,] -0.0014 1.0381798 1.040149
[111,] -0.0006 1.0390119 1.040149
[112,] -0.0001 1.0395320 1.040149
[113,] 0.0021 1.0418203 1.040149
[114,] 0.0044 1.0442126 1.040149
[115,] 0.0056 1.0454608 1.040149
[116,] 0.0064 1.0462929 1.040149
[117,] 0.0072 1.0471250 1.040149
[118,] 0.0080 1.0479572 1.040149
[119,] 0.0084 1.0483732 1.040149
[120,] 0.0085 1.0484772 1.040149
[121,] 0.0099 1.0499334 1.040149
[122,] 0.0107 1.0507656 1.040149
[123,] 0.0137 1.0538860 1.040149
[124,] 0.0159 1.0561743 1.040149
[125,] 0.0160 1.0562784 1.040149
[126,] 0.0164 1.0566944 1.040149
[127,] 0.0170 1.0573185 1.040149
[128,] 0.0183 1.0586707 1.040149
[129,] 0.0189 1.0592948 1.040149
[130,] 0.0190 1.0593988 1.040149
[131,] 0.0196 1.0600229 1.040149
[132,] 0.0197 1.0601269 1.040149
[133,] 0.0207 1.0611671 1.040149
[134,] 0.0211 1.0615831 1.040149
[135,] 0.0215 1.0619992 1.040149
[136,] 0.0224 1.0629353 1.040149
[137,] 0.0225 1.0630393 1.040149
[138,] 0.0230 1.0635594 1.040149
[139,] 0.0233 1.0638714 1.040149
[140,] 0.0240 1.0645996 1.040149
[141,] 0.0248 1.0654317 1.040149
[142,] 0.0250 1.0656397 1.040149
[143,] 0.0267 1.0674080 1.040149
[144,] 0.0286 1.0693842 1.040149
[145,] 0.0293 1.0701123 1.040149
[146,] 0.0308 1.0716726 1.040149
[147,] 0.0312 1.0720886 1.040149
[148,] 0.0316 1.0725047 1.040149
[149,] 0.0326 1.0735448 1.040149
[150,] 0.0332 1.0741689 1.040149
[151,] 0.0339 1.0748970 1.040149
[152,] 0.0350 1.0760412 1.040149
[153,] 0.0382 1.0793697 1.040149
[154,] 0.0396 1.0808259 1.040149
[155,] 0.0398 1.0810339 1.040149
[156,] 0.0413 1.0825941 1.040149
[157,] 0.0415 1.0828022 1.040149
[158,] 0.0421 1.0834263 1.040149
[159,] 0.0441 1.0855066 1.040149
[160,] 0.0443 1.0857146 1.040149
[161,] 0.0455 1.0869628 1.040149
[162,] 0.0467 1.0882109 1.040149
[163,] 0.0468 1.0883150 1.040149
[164,] 0.0470 1.0885230 1.040149
[165,] 0.0476 1.0891471 1.040149
[166,] 0.0491 1.0907073 1.040149
[167,] 0.0507 1.0923715 1.040149
[168,] 0.0512 1.0928916 1.040149
[169,] 0.0525 1.0942438 1.040149
[170,] 0.0531 1.0948679 1.040149
[171,] 0.0544 1.0962201 1.040149
[172,] 0.0546 1.0964281 1.040149
[173,] 0.0564 1.0983004 1.040149
[174,] 0.0579 1.0998606 1.040149
[175,] 0.0623 1.1044373 1.040149
[176,] 0.0628 1.1049573 1.040149
[177,] 0.0631 1.1052694 1.040149
[178,] 0.0648 1.1070376 1.040149
[179,] 0.0669 1.1092220 1.040149
[180,] 0.0672 1.1095340 1.040149
[181,] 0.0680 1.1103661 1.040149
[182,] 0.0693 1.1117183 1.040149
[183,] 0.0694 1.1118223 1.040149
[184,] 0.0702 1.1126544 1.040149
[185,] 0.0747 1.1173351 1.040149
[186,] 0.0750 1.1176472 1.040149
[187,] 0.0770 1.1197275 1.040149
[188,] 0.0783 1.1210797 1.040149
[189,] 0.0790 1.1218078 1.040149
[190,] 0.0807 1.1235760 1.040149
[191,] 0.0814 1.1243041 1.040149
[192,] 0.0827 1.1256563 1.040149
[193,] 0.0829 1.1258643 1.040149
[194,] 0.0835 1.1264884 1.040149
[195,] 0.0850 1.1280487 1.040149
[196,] 0.0871 1.1302330 1.040149
[197,] 0.0879 1.1310651 1.040149
[198,] 0.0880 1.1311691 1.040149
[199,] 0.0913 1.1346016 1.040149
[200,] 0.0935 1.1368899 1.040149
[201,] 0.0962 1.1396983 1.040149
[202,] 0.1000 1.1436509 1.040149
[203,] 0.1011 1.1447951 1.040149
[204,] 0.1013 1.1450031 1.040149
[205,] 0.1025 1.1462513 1.040149
[206,] 0.1058 1.1496838 1.040149
[207,] 0.1065 1.1504119 1.040149
[208,] 0.1086 1.1525962 1.040149
[209,] 0.1109 1.1549885 1.040149
[210,] 0.1110 1.1550925 1.040149
[211,] 0.1121 1.1562367 1.040149
[212,] 0.1123 1.1564447 1.040149
[213,] 0.1130 1.1571728 1.040149
[214,] 0.1131 1.1572768 1.040149
[215,] 0.1146 1.1588371 1.040149
[216,] 0.1150 1.1592531 1.040149
[217,] 0.1242 1.1688225 1.040149
[218,] 0.1246 1.1692386 1.040149
[219,] 0.1288 1.1736072 1.040149
[220,] 0.1304 1.1752714 1.040149
[221,] 0.1330 1.1779758 1.040149
[222,] 0.1331 1.1780798 1.040149
[223,] 0.1351 1.1801601 1.040149
[224,] 0.1361 1.1812003 1.040149
[225,] 0.1377 1.1828645 1.040149
[226,] 0.1407 1.1859850 1.040149
[227,] 0.1441 1.1895215 1.040149
[228,] 0.1443 1.1897295 1.040149
[229,] 0.1454 1.1908737 1.040149
[230,] 0.1508 1.1964905 1.040149
[231,] 0.1644 1.2106365 1.040149
[232,] 0.1793 1.2261347 1.040149
[233,] 0.1814 1.2283190 1.040149
[234,] 0.1838 1.2308154 1.040149
[235,] 0.1927 1.2400727 1.040149
[236,] 0.1978 1.2453775 1.040149
[237,] 0.2012 1.2489140 1.040149
[238,] 0.2026 1.2503702 1.040149
[239,] 0.2056 1.2534907 1.040149
[240,] 0.2087 1.2567151 1.040149
[241,] 0.2099 1.2579633 1.040149
[242,] 0.2385 1.2877116 1.040149
[243,] 0.2400 1.2892718 1.040149
[244,] 0.2620 1.3121662 1.042858
, , n=510
newdata fun 1der
[1,] -0.3064 0.7895736 0.5565912
[2,] -0.2579 0.8165683 0.5565912
[3,] -0.2523 0.8196852 0.5565912
[4,] -0.2394 0.8268652 0.5565912
[5,] -0.2304 0.8318745 0.5565912
[6,] -0.2187 0.8383866 0.5565912
[7,] -0.2181 0.8387206 0.5565912
[8,] -0.2102 0.8431177 0.5565912
[9,] -0.2015 0.8479600 0.5565912
[10,] -0.1881 0.8554183 0.5565912
[11,] -0.1846 0.8573664 0.5565912
[12,] -0.1842 0.8575890 0.5565912
[13,] -0.1831 0.8582013 0.5565912
[14,] -0.1807 0.8595371 0.5565912
[15,] -0.1782 0.8609286 0.5565912
[16,] -0.1754 0.8624870 0.5565912
[17,] -0.1697 0.8656596 0.5565912
[18,] -0.1683 0.8664388 0.5565912
[19,] -0.1663 0.8675520 0.5565912
[20,] -0.1512 0.8759565 0.5565912
[21,] -0.1505 0.8763462 0.5565912
[22,] -0.1419 0.8811328 0.5565912
[23,] -0.1353 0.8848063 0.5565912
[24,] -0.1337 0.8856969 0.5565912
[25,] -0.1285 0.8885912 0.5565912
[26,] -0.1247 0.8907062 0.5565912
[27,] -0.1209 0.8928213 0.5565912
[28,] -0.1167 0.8951589 0.5565912
[29,] -0.1154 0.8958825 0.5565912
[30,] -0.1141 0.8966061 0.5565912
[31,] -0.1138 0.8967731 0.5565912
[32,] -0.1124 0.8975523 0.5565912
[33,] -0.1123 0.8976079 0.5565912
[34,] -0.1121 0.8977193 0.5565912
[35,] -0.1053 0.9015041 0.5565912
[36,] -0.1039 0.9022833 0.5565912
[37,] -0.0988 0.9051219 0.5565912
[38,] -0.0984 0.9053446 0.5565912
[39,] -0.0977 0.9057342 0.5565912
[40,] -0.0955 0.9069587 0.5565912
[41,] -0.0948 0.9073483 0.5565912
[42,] -0.0923 0.9087398 0.5565912
[43,] -0.0909 0.9095190 0.5565912
[44,] -0.0902 0.9099086 0.5565912
[45,] -0.0888 0.9106878 0.5565912
[46,] -0.0871 0.9116340 0.5565912
[47,] -0.0866 0.9119123 0.5565912
[48,] -0.0807 0.9151966 0.5568560
[49,] -0.0806 0.9152523 0.5568670
[50,] -0.0707 0.9207741 0.5589573
[51,] -0.0693 0.9215570 0.5594182
[52,] -0.0680 0.9222845 0.5598864
[53,] -0.0671 0.9227885 0.5602334
[54,] -0.0648 0.9240782 0.5612045
[55,] -0.0644 0.9243027 0.5613858
[56,] -0.0637 0.9246958 0.5617120
[57,] -0.0636 0.9247520 0.5617595
[58,] -0.0606 0.9264395 0.5632832
[59,] -0.0541 0.9301129 0.5671121
[60,] -0.0537 0.9303398 0.5673708
[61,] -0.0520 0.9313053 0.5684920
[62,] -0.0518 0.9314190 0.5686251
[63,] -0.0516 0.9315327 0.5687584
[64,] -0.0514 0.9316465 0.5688919
[65,] -0.0507 0.9320449 0.5693604
[66,] -0.0468 0.9342706 0.5720507
[67,] -0.0467 0.9343278 0.5721216
[68,] -0.0465 0.9344422 0.5722637
[69,] -0.0407 0.9377736 0.5765551
[70,] -0.0378 0.9394489 0.5788245
[71,] -0.0374 0.9396805 0.5791451
[72,] -0.0365 0.9402021 0.5798743
[73,] -0.0361 0.9404341 0.5802017
[74,] -0.0358 0.9406082 0.5804487
[75,] -0.0345 0.9413635 0.5815325
[76,] -0.0339 0.9417125 0.5820403
[77,] -0.0321 0.9427616 0.5835917
[78,] -0.0306 0.9436380 0.5849170
[79,] -0.0302 0.9438720 0.5852762
[80,] -0.0293 0.9443991 0.5860952
[81,] -0.0290 0.9445750 0.5863715
[82,] -0.0262 0.9462205 0.5890068
[83,] -0.0261 0.9462794 0.5891025
[84,] -0.0254 0.9466920 0.5897754
[85,] -0.0244 0.9472823 0.5907436
[86,] -0.0243 0.9473413 0.5908409
[87,] -0.0240 0.9475186 0.5911332
[88,] -0.0206 0.9495342 0.5944982
[89,] -0.0195 0.9501887 0.5956074
[90,] -0.0193 0.9503079 0.5958101
[91,] -0.0191 0.9504271 0.5960132
[92,] -0.0190 0.9504867 0.5961148
[93,] -0.0186 0.9507252 0.5965223
[94,] -0.0153 0.9526993 0.5999343
[95,] -0.0148 0.9529994 0.6004592
[96,] -0.0142 0.9533599 0.6010917
[97,] -0.0117 0.9548659 0.6037592
[98,] -0.0109 0.9553493 0.6046251
[99,] -0.0096 0.9561362 0.6060602
[100,] -0.0088 0.9566215 0.6069616
[101,] -0.0078 0.9572290 0.6081113
[102,] -0.0075 0.9574115 0.6084585
[103,] -0.0073 0.9575332 0.6086903
[104,] -0.0064 0.9580815 0.6097380
[105,] -0.0060 0.9583255 0.6102058
[106,] -0.0052 0.9588140 0.6111454
[107,] -0.0048 0.9590586 0.6116173
[108,] -0.0039 0.9596095 0.6126839
[109,] -0.0024 0.9605299 0.6144767
[110,] -0.0014 0.9611449 0.6156824
[111,] -0.0006 0.9616379 0.6166530
[112,] -0.0001 0.9619464 0.6172623
[113,] 0.0021 0.9633073 0.6199686
[114,] 0.0044 0.9647365 0.6228413
[115,] 0.0056 0.9654848 0.6243578
[116,] 0.0064 0.9659847 0.6253756
[117,] 0.0072 0.9664854 0.6263987
[118,] 0.0080 0.9669870 0.6274272
[119,] 0.0084 0.9672380 0.6279435
[120,] 0.0085 0.9673008 0.6280728
[121,] 0.0099 0.9681814 0.6298915
[122,] 0.0107 0.9686858 0.6309382
[123,] 0.0137 0.9705845 0.6349112
[124,] 0.0159 0.9719846 0.6378728
[125,] 0.0160 0.9720484 0.6380084
[126,] 0.0164 0.9723037 0.6385516
[127,] 0.0170 0.9726870 0.6393689
[128,] 0.0183 0.9735194 0.6411509
[129,] 0.0189 0.9739043 0.6419794
[130,] 0.0190 0.9739685 0.6421178
[131,] 0.0196 0.9743540 0.6429508
[132,] 0.0197 0.9744183 0.6430900
[133,] 0.0207 0.9750621 0.6444879
[134,] 0.0211 0.9753200 0.6450501
[135,] 0.0215 0.9755782 0.6456140
[136,] 0.0224 0.9761598 0.6468891
[137,] 0.0225 0.9762245 0.6470313
[138,] 0.0230 0.9765482 0.6477439
[139,] 0.0233 0.9767426 0.6481728
[140,] 0.0240 0.9771967 0.6491773
[141,] 0.0248 0.9777165 0.6503317
[142,] 0.0250 0.9778466 0.6506214
[143,] 0.0267 0.9789547 0.6531114
[144,] 0.0286 0.9801983 0.6559711
[145,] 0.0293 0.9806579 0.6570487
[146,] 0.0308 0.9816452 0.6594034
[147,] 0.0312 0.9819091 0.6600418
[148,] 0.0316 0.9821733 0.6606846
[149,] 0.0326 0.9828347 0.6623109
[150,] 0.0332 0.9832324 0.6633000
[151,] 0.0339 0.9836971 0.6644664
[152,] 0.0350 0.9844291 0.6663267
[153,] 0.0382 0.9865702 0.6719284
[154,] 0.0396 0.9875127 0.6744680
[155,] 0.0398 0.9876476 0.6748352
[156,] 0.0413 0.9886620 0.6776244
[157,] 0.0415 0.9887975 0.6780010
[158,] 0.0421 0.9892047 0.6791372
[159,] 0.0441 0.9905668 0.6829867
[160,] 0.0443 0.9907034 0.6833784
[161,] 0.0455 0.9915249 0.6857558
[162,] 0.0467 0.9923492 0.6881767
[163,] 0.0468 0.9924181 0.6883808
[164,] 0.0470 0.9925558 0.6887906
[165,] 0.0476 0.9929694 0.6900315
[166,] 0.0491 0.9940068 0.6932093
[167,] 0.0507 0.9951188 0.6967136
[168,] 0.0512 0.9954674 0.6978317
[169,] 0.0525 0.9963765 0.7007885
[170,] 0.0531 0.9967974 0.7021774
[171,] 0.0544 0.9977122 0.7052395
[172,] 0.0546 0.9978533 0.7057169
[173,] 0.0564 0.9991275 0.7101133
[174,] 0.0579 1.0001955 0.7139193
[175,] 0.0623 1.0033625 0.7258029
[176,] 0.0628 1.0037258 0.7272096
[177,] 0.0631 1.0039441 0.7280581
[178,] 0.0648 1.0051859 0.7329255
[179,] 0.0669 1.0067315 0.7390781
[180,] 0.0672 1.0069533 0.7399697
[181,] 0.0680 1.0075463 0.7423627
[182,] 0.0693 1.0085139 0.7462991
[183,] 0.0694 1.0085885 0.7466043
[184,] 0.0702 1.0091868 0.7490590
[185,] 0.0747 1.0125892 0.7632472
[186,] 0.0750 1.0128184 0.7642195
[187,] 0.0770 1.0143533 0.7707931
[188,] 0.0783 1.0153582 0.7751408
[189,] 0.0790 1.0159016 0.7775039
[190,] 0.0807 1.0172283 0.7833072
[191,] 0.0814 1.0177775 0.7857222
[192,] 0.0827 1.0188018 0.7902368
[193,] 0.0829 1.0189599 0.7909350
[194,] 0.0835 1.0194351 0.7930343
[195,] 0.0850 1.0206286 0.7982988
[196,] 0.0871 1.0223128 0.8057023
[197,] 0.0879 1.0229585 0.8085329
[198,] 0.0880 1.0230394 0.8088871
[199,] 0.0913 1.0257281 0.8206289
[200,] 0.0935 1.0275421 0.8285262
[201,] 0.0962 1.0297923 0.8383324
[202,] 0.1000 1.0330047 0.8524336
[203,] 0.1011 1.0339446 0.8565857
[204,] 0.1013 1.0341160 0.8573441
[205,] 0.1025 1.0351476 0.8619185
[206,] 0.1058 1.0380130 0.8747818
[207,] 0.1065 1.0386263 0.8775650
[208,] 0.1086 1.0404781 0.8860290
[209,] 0.1109 1.0425268 0.8954849
[210,] 0.1110 1.0426164 0.8958999
[211,] 0.1121 1.0436044 0.9004848
[212,] 0.1123 1.0437846 0.9013225
[213,] 0.1130 1.0444165 0.9042643
[214,] 0.1131 1.0445070 0.9046858
[215,] 0.1146 1.0458687 0.9110458
[216,] 0.1150 1.0462335 0.9127537
[217,] 0.1242 1.0548158 0.9533702
[218,] 0.1246 1.0551975 0.9551906
[219,] 0.1288 1.0592498 0.9745725
[220,] 0.1304 1.0608151 0.9820845
[221,] 0.1330 1.0633846 0.9944427
[222,] 0.1331 1.0634841 0.9949217
[223,] 0.1351 1.0654835 1.0045608
[224,] 0.1361 1.0664905 1.0094219
[225,] 0.1377 1.0681118 1.0172571
[226,] 0.1407 1.0711859 1.0321091
[227,] 0.1441 1.0747238 1.0490619
[228,] 0.1443 1.0749337 1.0500611
[229,] 0.1454 1.0760918 1.0555549
[230,] 0.1508 1.0818645 1.0824554
[231,] 0.1644 1.0970466 1.1501380
[232,] 0.1793 1.1147261 1.2224557
[233,] 0.1814 1.1173036 1.2323558
[234,] 0.1838 1.1202748 1.2435618
[235,] 0.1927 1.1315242 1.2841860
[236,] 0.1978 1.1381316 1.3068672
[237,] 0.2012 1.1426002 1.3216459
[238,] 0.2026 1.1444547 1.3276407
[239,] 0.2056 1.1484567 1.3403384
[240,] 0.2087 1.1526319 1.3533005
[241,] 0.2099 1.1542588 1.3582755
[242,] 0.2385 1.1947179 1.4674468
[243,] 0.2400 1.1969229 1.4725602
[244,] 0.2620 1.2300911 1.5401891
, , n=760
newdata fun 1der
[1,] -0.3064 6.636539e-01 1.033213
[2,] -0.2579 7.144823e-01 1.061447
[3,] -0.2523 7.204359e-01 1.064925
[4,] -0.2394 7.342301e-01 1.073780
[5,] -0.2304 7.439221e-01 1.079916
[6,] -0.2187 7.565964e-01 1.086043
[7,] -0.2181 7.572481e-01 1.086252
[8,] -0.2102 7.658385e-01 1.088393
[9,] -0.2015 7.753161e-01 1.090358
[10,] -0.1881 7.899446e-01 1.092966
[11,] -0.1846 7.937714e-01 1.093830
[12,] -0.1842 7.942090e-01 1.093939
[13,] -0.1831 7.954125e-01 1.094267
[14,] -0.1807 7.980397e-01 1.095086
[15,] -0.1782 8.007786e-01 1.096036
[16,] -0.1754 8.038491e-01 1.097217
[17,] -0.1697 8.101109e-01 1.100017
[18,] -0.1683 8.116515e-01 1.100782
[19,] -0.1663 8.138542e-01 1.101947
[20,] -0.1512 8.305749e-01 1.113516
[21,] -0.1505 8.313546e-01 1.114153
[22,] -0.1419 8.409716e-01 1.122463
[23,] -0.1353 8.484020e-01 1.129242
[24,] -0.1337 8.502102e-01 1.130915
[25,] -0.1285 8.561050e-01 1.136337
[26,] -0.1247 8.604307e-01 1.140334
[27,] -0.1209 8.647716e-01 1.144334
[28,] -0.1167 8.695869e-01 1.148693
[29,] -0.1154 8.710811e-01 1.150035
[30,] -0.1141 8.725770e-01 1.151376
[31,] -0.1138 8.729225e-01 1.151684
[32,] -0.1124 8.745358e-01 1.153115
[33,] -0.1123 8.746512e-01 1.153217
[34,] -0.1121 8.748818e-01 1.153420
[35,] -0.1053 8.827483e-01 1.160177
[36,] -0.1039 8.843734e-01 1.161465
[37,] -0.0988 8.903079e-01 1.165657
[38,] -0.0984 8.907743e-01 1.165952
[39,] -0.0977 8.915906e-01 1.166454
[40,] -0.0955 8.941585e-01 1.167944
[41,] -0.0948 8.949762e-01 1.168389
[42,] -0.0923 8.978990e-01 1.169845
[43,] -0.0909 8.995373e-01 1.170564
[44,] -0.0902 9.003568e-01 1.170898
[45,] -0.0888 9.019965e-01 1.171514
[46,] -0.0871 9.039887e-01 1.172175
[47,] -0.0866 9.045748e-01 1.172351
[48,] -0.0807 9.114964e-01 1.173768
[49,] -0.0806 9.116138e-01 1.173781
[50,] -0.0707 9.232373e-01 1.174161
[51,] -0.0693 9.248811e-01 1.174161
[52,] -0.0680 9.264075e-01 1.174161
[53,] -0.0671 9.274642e-01 1.174161
[54,] -0.0648 9.301648e-01 1.174161
[55,] -0.0644 9.306345e-01 1.174161
[56,] -0.0637 9.314564e-01 1.174161
[57,] -0.0636 9.315738e-01 1.174161
[58,] -0.0606 9.350963e-01 1.174161
[59,] -0.0541 9.427283e-01 1.174161
[60,] -0.0537 9.431980e-01 1.174161
[61,] -0.0520 9.451941e-01 1.174161
[62,] -0.0518 9.454289e-01 1.174161
[63,] -0.0516 9.456637e-01 1.174161
[64,] -0.0514 9.458986e-01 1.174161
[65,] -0.0507 9.467205e-01 1.174161
[66,] -0.0468 9.512997e-01 1.174211
[67,] -0.0467 9.514171e-01 1.174217
[68,] -0.0465 9.516520e-01 1.174229
[69,] -0.0407 9.584645e-01 1.175073
[70,] -0.0378 9.618733e-01 1.175815
[71,] -0.0374 9.623436e-01 1.175930
[72,] -0.0365 9.634021e-01 1.176201
[73,] -0.0361 9.638726e-01 1.176327
[74,] -0.0358 9.642255e-01 1.176423
[75,] -0.0345 9.657551e-01 1.176861
[76,] -0.0339 9.664613e-01 1.177074
[77,] -0.0321 9.685806e-01 1.177756
[78,] -0.0306 9.703477e-01 1.178374
[79,] -0.0302 9.708191e-01 1.178546
[80,] -0.0293 9.718800e-01 1.178945
[81,] -0.0290 9.722337e-01 1.179082
[82,] -0.0262 9.755370e-01 1.180443
[83,] -0.0261 9.756550e-01 1.180494
[84,] -0.0254 9.764815e-01 1.180860
[85,] -0.0244 9.776626e-01 1.181399
[86,] -0.0243 9.777808e-01 1.181454
[87,] -0.0240 9.781352e-01 1.181620
[88,] -0.0206 9.821561e-01 1.183632
[89,] -0.0195 9.834585e-01 1.184339
[90,] -0.0193 9.836954e-01 1.184471
[91,] -0.0191 9.839323e-01 1.184604
[92,] -0.0190 9.840507e-01 1.184670
[93,] -0.0186 9.845246e-01 1.184940
[94,] -0.0153 9.884388e-01 1.187311
[95,] -0.0148 9.890325e-01 1.187694
[96,] -0.0142 9.897453e-01 1.188159
[97,] -0.0117 9.927182e-01 1.190163
[98,] -0.0109 9.936706e-01 1.190828
[99,] -0.0096 9.952194e-01 1.191932
[100,] -0.0088 9.961732e-01 1.192626
[101,] -0.0078 9.973663e-01 1.193509
[102,] -0.0075 9.977243e-01 1.193776
[103,] -0.0073 9.979631e-01 1.193955
[104,] -0.0064 9.990380e-01 1.194763
[105,] -0.0060 9.995160e-01 1.195124
[106,] -0.0052 1.000472e+00 1.195853
[107,] -0.0048 1.000951e+00 1.196220
[108,] -0.0039 1.002028e+00 1.197053
[109,] -0.0024 1.003824e+00 1.198460
[110,] -0.0014 1.005023e+00 1.199412
[111,] -0.0006 1.005983e+00 1.200191
[112,] -0.0001 1.006583e+00 1.200688
[113,] 0.0021 1.009227e+00 1.202969
[114,] 0.0044 1.011997e+00 1.205517
[115,] 0.0056 1.013445e+00 1.206910
[116,] 0.0064 1.014410e+00 1.207860
[117,] 0.0072 1.015377e+00 1.208828
[118,] 0.0080 1.016345e+00 1.209814
[119,] 0.0084 1.016829e+00 1.210313
[120,] 0.0085 1.016950e+00 1.210439
[121,] 0.0099 1.018646e+00 1.212226
[122,] 0.0107 1.019616e+00 1.213265
[123,] 0.0137 1.023261e+00 1.217232
[124,] 0.0159 1.025943e+00 1.220148
[125,] 0.0160 1.026065e+00 1.220281
[126,] 0.0164 1.026553e+00 1.220809
[127,] 0.0170 1.027286e+00 1.221602
[128,] 0.0183 1.028875e+00 1.223311
[129,] 0.0189 1.029609e+00 1.224094
[130,] 0.0190 1.029731e+00 1.224225
[131,] 0.0196 1.030466e+00 1.225003
[132,] 0.0197 1.030589e+00 1.225133
[133,] 0.0207 1.031814e+00 1.226419
[134,] 0.0211 1.032305e+00 1.226929
[135,] 0.0215 1.032796e+00 1.227435
[136,] 0.0224 1.033901e+00 1.228565
[137,] 0.0225 1.034024e+00 1.228689
[138,] 0.0230 1.034639e+00 1.229308
[139,] 0.0233 1.035007e+00 1.229676
[140,] 0.0240 1.035868e+00 1.230526
[141,] 0.0248 1.036853e+00 1.231483
[142,] 0.0250 1.037100e+00 1.231719
[143,] 0.0267 1.039195e+00 1.233682
[144,] 0.0286 1.041541e+00 1.235769
[145,] 0.0293 1.042406e+00 1.236509
[146,] 0.0308 1.044262e+00 1.238036
[147,] 0.0312 1.044758e+00 1.238426
[148,] 0.0316 1.045253e+00 1.238809
[149,] 0.0326 1.046492e+00 1.239731
[150,] 0.0332 1.047236e+00 1.240262
[151,] 0.0339 1.048105e+00 1.240860
[152,] 0.0350 1.049470e+00 1.241755
[153,] 0.0382 1.053448e+00 1.244050
[154,] 0.0396 1.055190e+00 1.244942
[155,] 0.0398 1.055439e+00 1.245064
[156,] 0.0413 1.057307e+00 1.245931
[157,] 0.0415 1.057556e+00 1.246040
[158,] 0.0421 1.058304e+00 1.246356
[159,] 0.0441 1.060798e+00 1.247304
[160,] 0.0443 1.061047e+00 1.247390
[161,] 0.0455 1.062544e+00 1.247886
[162,] 0.0467 1.064042e+00 1.248346
[163,] 0.0468 1.064167e+00 1.248382
[164,] 0.0470 1.064417e+00 1.248455
[165,] 0.0476 1.065166e+00 1.248667
[166,] 0.0491 1.067039e+00 1.249158
[167,] 0.0507 1.069038e+00 1.249614
[168,] 0.0512 1.069663e+00 1.249740
[169,] 0.0525 1.071288e+00 1.250025
[170,] 0.0531 1.072038e+00 1.250135
[171,] 0.0544 1.073663e+00 1.250328
[172,] 0.0546 1.073913e+00 1.250352
[173,] 0.0564 1.076164e+00 1.250518
[174,] 0.0579 1.078040e+00 1.250608
[175,] 0.0623 2.266015e-07 1.250686
[176,] 0.0628 2.631148e-07 1.250686
[177,] 0.0631 1.084544e+00 1.250686
[178,] 0.0648 1.086670e+00 1.250686
[179,] 0.0669 1.089296e+00 1.250686
[180,] 0.0672 1.089671e+00 1.250686
[181,] 0.0680 1.090672e+00 1.250686
[182,] 0.0693 1.092298e+00 1.250686
[183,] 0.0694 1.092423e+00 1.250686
[184,] 0.0702 1.093423e+00 1.250686
[185,] 0.0747 1.099051e+00 1.250686
[186,] 0.0750 1.099427e+00 1.250686
[187,] 0.0770 1.101928e+00 1.250686
[188,] 0.0783 1.103554e+00 1.250686
[189,] 0.0790 1.104429e+00 1.250686
[190,] 0.0807 1.106556e+00 1.250686
[191,] 0.0814 1.107431e+00 1.250686
[192,] 0.0827 1.109057e+00 1.250686
[193,] 0.0829 1.109307e+00 1.250686
[194,] 0.0835 1.110057e+00 1.250686
[195,] 0.0850 1.111934e+00 1.250686
[196,] 0.0871 1.114560e+00 1.250686
[197,] 0.0879 1.115561e+00 1.250686
[198,] 0.0880 1.115686e+00 1.250686
[199,] 0.0913 1.119813e+00 1.250686
[200,] 0.0935 1.122564e+00 1.250686
[201,] 0.0962 1.125941e+00 1.250686
[202,] 0.1000 1.130694e+00 1.250686
[203,] 0.1011 1.132070e+00 1.250686
[204,] 0.1013 1.132320e+00 1.250686
[205,] 0.1025 1.133821e+00 1.250686
[206,] 0.1058 1.137948e+00 1.250686
[207,] 0.1065 1.138823e+00 1.250686
[208,] 0.1086 1.141450e+00 1.250686
[209,] 0.1109 1.144326e+00 1.250686
[210,] 0.1110 1.144451e+00 1.250686
[211,] 0.1121 1.145827e+00 1.250686
[212,] 0.1123 1.146077e+00 1.250686
[213,] 0.1130 1.146953e+00 1.250686
[214,] 0.1131 1.147078e+00 1.250686
[215,] 0.1146 1.148954e+00 1.250686
[216,] 0.1150 1.149454e+00 1.250686
[217,] 0.1242 1.160960e+00 1.250686
[218,] 0.1246 1.161461e+00 1.250686
[219,] 0.1288 1.166714e+00 1.250686
[220,] 0.1304 1.168715e+00 1.250686
[221,] 0.1330 1.171966e+00 1.250686
[222,] 0.1331 1.172091e+00 1.250686
[223,] 0.1351 1.174593e+00 1.250686
[224,] 0.1361 1.175844e+00 1.250686
[225,] 0.1377 1.177845e+00 1.250686
[226,] 0.1407 1.181597e+00 1.250686
[227,] 0.1441 1.185849e+00 1.250686
[228,] 0.1443 1.186099e+00 1.250686
[229,] 0.1454 1.187475e+00 1.250686
[230,] 0.1508 1.194229e+00 1.250686
[231,] 0.1644 1.211238e+00 1.250686
[232,] 0.1793 1.229873e+00 1.250686
[233,] 0.1814 1.232500e+00 1.250686
[234,] 0.1838 1.235501e+00 1.250686
[235,] 0.1927 1.246632e+00 1.250686
[236,] 0.1978 1.253011e+00 1.250686
[237,] 0.2012 1.257263e+00 1.250686
[238,] 0.2026 1.259014e+00 1.250686
[239,] 0.2056 1.262766e+00 1.250686
[240,] 0.2087 1.266643e+00 1.250686
[241,] 0.2099 1.268144e+00 1.250686
[242,] 0.2385 1.303914e+00 1.250686
[243,] 0.2400 1.305790e+00 1.250686
[244,] 0.2620 1.333305e+00 1.250686
> (pEx2 <- vapply(Pen02Exp, predict, FUN.VALUE=prV, newdata = newd))
, , n=6
newdata fun 1der
[1,] -0.3064 2.618725e-05 1.826411
[2,] -0.2579 3.190678e-05 1.826411
[3,] -0.2523 3.256718e-05 1.826411
[4,] -0.2394 3.408845e-05 1.826411
[5,] -0.2304 3.514981e-05 1.826411
[6,] -0.2187 3.652957e-05 1.826411
[7,] -0.2181 3.660033e-05 1.826411
[8,] -0.2102 3.753196e-05 1.826411
[9,] -0.2015 3.855794e-05 1.826411
[10,] -0.1881 1.725420e+00 1.826411
[11,] -0.1846 1.731812e+00 1.826411
[12,] -0.1842 1.732543e+00 1.826411
[13,] -0.1831 1.734552e+00 1.826411
[14,] -0.1807 1.738928e+00 1.826413
[15,] -0.1782 1.743494e+00 1.826419
[16,] -0.1754 1.748608e+00 1.826431
[17,] -0.1697 1.759019e+00 1.826472
[18,] -0.1683 1.761576e+00 1.826485
[19,] -0.1663 1.765229e+00 1.826506
[20,] -0.1512 1.792811e+00 1.826758
[21,] -0.1505 1.794090e+00 1.826773
[22,] -0.1419 1.809801e+00 1.826991
[23,] -0.1353 1.821860e+00 1.827192
[24,] -0.1337 1.824783e+00 1.827246
[25,] -0.1285 1.834285e+00 1.827431
[26,] -0.1247 1.841230e+00 1.827579
[27,] -0.1209 1.848175e+00 1.827736
[28,] -0.1167 1.855852e+00 1.827922
[29,] -0.1154 1.858228e+00 1.827982
[30,] -0.1141 1.860605e+00 1.828043
[31,] -0.1138 1.861153e+00 1.828057
[32,] -0.1124 1.863712e+00 1.828124
[33,] -0.1123 1.863895e+00 1.828129
[34,] -0.1121 1.864261e+00 1.828139
[35,] -0.1053 1.876693e+00 1.828486
[36,] -0.1039 1.879253e+00 1.828562
[37,] -0.0988 1.888580e+00 1.828849
[38,] -0.0984 1.889311e+00 1.828872
[39,] -0.0977 1.890591e+00 1.828913
[40,] -0.0955 1.894615e+00 1.829044
[41,] -0.0948 1.895896e+00 1.829086
[42,] -0.0923 1.900468e+00 1.829240
[43,] -0.0909 1.903029e+00 1.829328
[44,] -0.0902 1.904310e+00 1.829372
[45,] -0.0888 1.906871e+00 1.829462
[46,] -0.0871 1.909981e+00 1.829574
[47,] -0.0866 1.910896e+00 1.829607
[48,] -0.0807 1.921692e+00 1.830010
[49,] -0.0806 1.921875e+00 1.830017
[50,] -0.0707 1.939996e+00 1.830749
[51,] -0.0693 1.942559e+00 1.830858
[52,] -0.0680 1.944939e+00 1.830960
[53,] -0.0671 1.946587e+00 1.831031
[54,] -0.0648 1.950798e+00 1.831217
[55,] -0.0644 1.951531e+00 1.831249
[56,] -0.0637 1.952813e+00 1.831307
[57,] -0.0636 1.952996e+00 1.831315
[58,] -0.0606 1.958497e+00 1.831564
[59,] -0.0541 1.970404e+00 1.832105
[60,] -0.0537 1.971137e+00 1.832139
[61,] -0.0520 1.974252e+00 1.832279
[62,] -0.0518 1.974618e+00 1.832295
[63,] -0.0516 1.974984e+00 1.832312
[64,] -0.0514 1.975351e+00 1.832328
[65,] -0.0507 1.976634e+00 1.832386
[66,] -0.0468 1.983781e+00 1.832704
[67,] -0.0467 1.983964e+00 1.832712
[68,] -0.0465 1.984330e+00 1.832729
[69,] -0.0407 1.994962e+00 1.833197
[70,] -0.0378 2.000278e+00 1.833429
[71,] -0.0374 2.001012e+00 1.833461
[72,] -0.0365 2.002662e+00 1.833533
[73,] -0.0361 2.003395e+00 1.833565
[74,] -0.0358 2.003945e+00 1.833589
[75,] -0.0345 2.006329e+00 1.833692
[76,] -0.0339 2.007429e+00 1.833739
[77,] -0.0321 2.010730e+00 1.833881
[78,] -0.0306 2.013481e+00 1.833999
[79,] -0.0302 2.014214e+00 1.834030
[80,] -0.0293 2.015865e+00 1.834101
[81,] -0.0290 2.016415e+00 1.834124
[82,] -0.0262 2.021551e+00 1.834343
[83,] -0.0261 2.021735e+00 1.834350
[84,] -0.0254 2.023019e+00 1.834405
[85,] -0.0244 2.024853e+00 1.834482
[86,] -0.0243 2.025037e+00 1.834490
[87,] -0.0240 2.025587e+00 1.834513
[88,] -0.0206 2.031825e+00 1.834775
[89,] -0.0195 2.033843e+00 1.834859
[90,] -0.0193 2.034210e+00 1.834875
[91,] -0.0191 2.034577e+00 1.834890
[92,] -0.0190 2.034761e+00 1.834897
[93,] -0.0186 2.035494e+00 1.834928
[94,] -0.0153 2.041550e+00 1.835179
[95,] -0.0148 2.042468e+00 1.835217
[96,] -0.0142 2.043569e+00 1.835262
[97,] -0.0117 2.048157e+00 1.835451
[98,] -0.0109 2.049626e+00 1.835511
[99,] -0.0096 2.052012e+00 1.835608
[100,] -0.0088 2.053480e+00 1.835668
[101,] -0.0078 2.055316e+00 1.835742
[102,] -0.0075 2.055867e+00 1.835764
[103,] -0.0073 2.056234e+00 1.835779
[104,] -0.0064 2.057886e+00 1.835846
[105,] -0.0060 2.058621e+00 1.835876
[106,] -0.0052 2.060089e+00 1.835935
[107,] -0.0048 2.060824e+00 1.835965
[108,] -0.0039 2.062476e+00 1.836031
[109,] -0.0024 2.065230e+00 1.836141
[110,] -0.0014 2.067066e+00 1.836215
[111,] -0.0006 2.068535e+00 1.836273
[112,] -0.0001 2.069454e+00 1.836310
[113,] 0.0021 2.073494e+00 1.836470
[114,] 0.0044 2.077718e+00 1.836637
[115,] 0.0056 2.079922e+00 1.836723
[116,] 0.0064 2.081391e+00 1.836781
[117,] 0.0072 2.082861e+00 1.836838
[118,] 0.0080 2.084330e+00 1.836896
[119,] 0.0084 2.085065e+00 1.836924
[120,] 0.0085 2.085248e+00 1.836931
[121,] 0.0099 2.087820e+00 1.837031
[122,] 0.0107 2.089290e+00 1.837088
[123,] 0.0137 2.094801e+00 1.837301
[124,] 0.0159 2.098844e+00 1.837456
[125,] 0.0160 2.099027e+00 1.837463
[126,] 0.0164 2.099762e+00 1.837491
[127,] 0.0170 2.100865e+00 1.837533
[128,] 0.0183 2.103254e+00 1.837624
[129,] 0.0189 2.104356e+00 1.837666
[130,] 0.0190 2.104540e+00 1.837673
[131,] 0.0196 2.105643e+00 1.837714
[132,] 0.0197 2.105827e+00 1.837721
[133,] 0.0207 2.107664e+00 1.837791
[134,] 0.0211 2.108399e+00 1.837818
[135,] 0.0215 2.109135e+00 1.837846
[136,] 0.0224 2.110789e+00 1.837908
[137,] 0.0225 2.110972e+00 1.837915
[138,] 0.0230 2.111891e+00 1.837950
[139,] 0.0233 2.112443e+00 1.837970
[140,] 0.0240 2.113729e+00 1.838019
[141,] 0.0248 2.115200e+00 1.838073
[142,] 0.0250 2.115567e+00 1.838087
[143,] 0.0267 2.118692e+00 1.838204
[144,] 0.0286 2.122185e+00 1.838333
[145,] 0.0293 2.123472e+00 1.838380
[146,] 0.0308 2.126229e+00 1.838482
[147,] 0.0312 2.126965e+00 1.838509
[148,] 0.0316 2.127700e+00 1.838536
[149,] 0.0326 2.129539e+00 1.838603
[150,] 0.0332 2.130642e+00 1.838644
[151,] 0.0339 2.131929e+00 1.838690
[152,] 0.0350 2.133952e+00 1.838764
[153,] 0.0382 2.139836e+00 1.838977
[154,] 0.0396 2.142411e+00 1.839069
[155,] 0.0398 2.142779e+00 1.839083
[156,] 0.0413 2.145537e+00 1.839181
[157,] 0.0415 2.145905e+00 1.839194
[158,] 0.0421 2.147009e+00 1.839234
[159,] 0.0441 2.150687e+00 1.839364
[160,] 0.0443 2.151055e+00 1.839377
[161,] 0.0455 2.153262e+00 1.839455
[162,] 0.0467 2.155470e+00 1.839533
[163,] 0.0468 2.155654e+00 1.839540
[164,] 0.0470 2.156022e+00 1.839553
[165,] 0.0476 2.157125e+00 1.839591
[166,] 0.0491 2.159885e+00 1.839688
[167,] 0.0507 2.162828e+00 1.839791
[168,] 0.0512 2.163748e+00 1.839823
[169,] 0.0525 2.166140e+00 1.839906
[170,] 0.0531 2.167244e+00 1.839944
[171,] 0.0544 2.169636e+00 1.840026
[172,] 0.0546 2.170004e+00 1.840039
[173,] 0.0564 2.173316e+00 1.840153
[174,] 0.0579 2.176077e+00 1.840247
[175,] 0.0623 2.184174e+00 1.840521
[176,] 0.0628 2.185095e+00 1.840552
[177,] 0.0631 2.185647e+00 1.840570
[178,] 0.0648 2.188776e+00 1.840675
[179,] 0.0669 2.192641e+00 1.840804
[180,] 0.0672 2.193194e+00 1.840822
[181,] 0.0680 2.194666e+00 1.840871
[182,] 0.0693 2.197059e+00 1.840950
[183,] 0.0694 2.197243e+00 1.840956
[184,] 0.0702 2.198716e+00 1.841005
[185,] 0.0747 2.207001e+00 1.841275
[186,] 0.0750 2.207554e+00 1.841293
[187,] 0.0770 2.211237e+00 1.841412
[188,] 0.0783 2.213630e+00 1.841489
[189,] 0.0790 2.214919e+00 1.841530
[190,] 0.0807 2.218050e+00 1.841630
[191,] 0.0814 2.219339e+00 1.841671
[192,] 0.0827 2.221734e+00 1.841747
[193,] 0.0829 2.222102e+00 1.841759
[194,] 0.0835 2.223207e+00 1.841794
[195,] 0.0850 2.225970e+00 1.841881
[196,] 0.0871 2.229838e+00 1.842002
[197,] 0.0879 2.231311e+00 1.842048
[198,] 0.0880 2.231496e+00 1.842054
[199,] 0.0913 2.237575e+00 1.842242
[200,] 0.0935 2.241628e+00 1.842366
[201,] 0.0962 2.246602e+00 1.842518
[202,] 0.1000 2.253604e+00 1.842729
[203,] 0.1011 2.255631e+00 1.842789
[204,] 0.1013 2.256000e+00 1.842800
[205,] 0.1025 2.258211e+00 1.842866
[206,] 0.1058 2.264293e+00 1.843046
[207,] 0.1065 2.265583e+00 1.843084
[208,] 0.1086 2.269454e+00 1.843197
[209,] 0.1109 2.273693e+00 1.843320
[210,] 0.1110 2.273878e+00 1.843325
[211,] 0.1121 2.275905e+00 1.843384
[212,] 0.1123 2.276274e+00 1.843394
[213,] 0.1130 2.277564e+00 1.843431
[214,] 0.1131 2.277749e+00 1.843437
[215,] 0.1146 2.280514e+00 1.843516
[216,] 0.1150 2.281251e+00 1.843537
[217,] 0.1242 2.298214e+00 1.844013
[218,] 0.1246 2.298952e+00 1.844033
[219,] 0.1288 2.306697e+00 1.844245
[220,] 0.1304 2.309648e+00 1.844325
[221,] 0.1330 2.314443e+00 1.844454
[222,] 0.1331 2.314628e+00 1.844459
[223,] 0.1351 2.318317e+00 1.844557
[224,] 0.1361 2.320161e+00 1.844606
[225,] 0.1377 2.323113e+00 1.844683
[226,] 0.1407 2.328647e+00 1.844828
[227,] 0.1441 2.334920e+00 1.844990
[228,] 0.1443 2.335289e+00 1.845000
[229,] 0.1454 2.337318e+00 1.845051
[230,] 0.1508 2.347282e+00 1.845303
[231,] 0.1644 2.372383e+00 1.845914
[232,] 0.1793 2.399891e+00 1.846546
[233,] 0.1814 2.403769e+00 1.846632
[234,] 0.1838 2.408201e+00 1.846729
[235,] 0.1927 2.424639e+00 1.847081
[236,] 0.1978 2.434059e+00 1.847276
[237,] 0.2012 2.440340e+00 1.847403
[238,] 0.2026 2.442927e+00 1.847455
[239,] 0.2056 2.448469e+00 1.847565
[240,] 0.2087 2.454197e+00 1.847677
[241,] 0.2099 2.456414e+00 1.847720
[242,] 0.2385 2.509273e+00 1.848665
[243,] 0.2400 2.512046e+00 1.848711
[244,] 0.2620 2.552724e+00 1.849333
, , n=9
newdata fun 1der
[1,] -0.3064 0.485833122 1.931879
[2,] -0.2579 0.579689898 1.938190
[3,] -0.2523 0.590545472 1.938797
[4,] -0.2394 0.615564498 1.940100
[5,] -0.2304 0.633029182 1.940930
[6,] -0.2187 0.655743916 1.941912
[7,] -0.2181 0.656909077 1.941960
[8,] -0.2102 0.672252950 1.942557
[9,] -0.2015 0.689155849 1.943157
[10,] -0.1881 0.715199706 1.943962
[11,] -0.1846 0.722003902 1.944149
[12,] -0.1842 0.722781566 1.944169
[13,] -0.1831 0.724920183 1.944226
[14,] -0.1807 0.729586469 1.944345
[15,] -0.1782 0.734447482 1.944465
[16,] -0.1754 0.739892163 1.944592
[17,] -0.1697 0.750977038 1.944833
[18,] -0.1683 0.753699844 1.944888
[19,] -0.1663 0.757589697 1.944965
[20,] -0.1512 0.786962448 1.945436
[21,] -0.1505 0.788324259 1.945453
[22,] -0.1419 0.805055979 1.945635
[23,] -0.1353 0.817897515 1.945734
[24,] -0.1337 0.821010704 1.945753
[25,] -0.1285 0.831128750 1.945800
[26,] -0.1247 0.838522832 1.945820
[27,] -0.1209 0.845916971 1.945829
[28,] -0.1167 0.003256382 1.945830
[29,] -0.1154 0.003283604 1.945830
[30,] -0.1141 0.003310825 1.945830
[31,] -0.1138 0.003317107 1.945830
[32,] -0.1124 0.003346423 1.945830
[33,] -0.1123 0.003348517 1.945830
[34,] -0.1121 0.003352705 1.945830
[35,] -0.1053 0.003495095 1.945830
[36,] -0.1039 0.003524410 1.945830
[37,] -0.0988 0.003631203 1.945830
[38,] -0.0984 0.003639578 1.945830
[39,] -0.0977 0.003654236 1.945830
[40,] -0.0955 0.003700304 1.945830
[41,] -0.0948 0.003714961 1.945830
[42,] -0.0923 0.003767311 1.945830
[43,] -0.0909 0.003796626 1.945830
[44,] -0.0902 0.003811284 1.945830
[45,] -0.0888 0.003840599 1.945830
[46,] -0.0871 0.003876197 1.945830
[47,] -0.0866 0.003886667 1.945830
[48,] -0.0807 0.004010211 1.945830
[49,] -0.0806 0.004012305 1.945830
[50,] -0.0707 0.004219608 1.945830
[51,] -0.0693 0.004248923 1.945830
[52,] -0.0680 0.004276145 1.945830
[53,] -0.0671 0.004294991 1.945830
[54,] -0.0648 0.004343152 1.945830
[55,] -0.0644 0.004351528 1.945830
[56,] -0.0637 0.004366186 1.945830
[57,] -0.0636 0.004368280 1.945830
[58,] -0.0606 0.004431099 1.945830
[59,] -0.0541 0.004567207 1.945830
[60,] -0.0537 0.004575582 1.945830
[61,] -0.0520 0.004611180 1.945830
[62,] -0.0518 0.004615368 1.945830
[63,] -0.0516 0.004619556 1.945830
[64,] -0.0514 0.004623744 1.945830
[65,] -0.0507 0.004638402 1.945830
[66,] -0.0468 0.004720066 1.945830
[67,] -0.0467 0.004722160 1.945830
[68,] -0.0465 0.004726348 1.945830
[69,] -0.0407 1.001972524 1.945830
[70,] -0.0378 1.007615430 1.945830
[71,] -0.0374 1.008393762 1.945830
[72,] -0.0365 1.010145009 1.945830
[73,] -0.0361 1.010923341 1.945830
[74,] -0.0358 1.011507090 1.945830
[75,] -0.0345 1.014036669 1.945830
[76,] -0.0339 1.015204167 1.945830
[77,] -0.0321 1.018706661 1.945830
[78,] -0.0306 1.021568808 1.945833
[79,] -0.0302 1.022347142 1.945835
[80,] -0.0293 1.024098397 1.945844
[81,] -0.0290 1.024682151 1.945848
[82,] -0.0262 1.030130599 1.945907
[83,] -0.0261 1.030325190 1.945910
[84,] -0.0254 1.031687334 1.945932
[85,] -0.0244 1.033633283 1.945967
[86,] -0.0243 1.033827880 1.945971
[87,] -0.0240 1.034411673 1.945982
[88,] -0.0206 1.041028279 1.946149
[89,] -0.0195 1.043169078 1.946215
[90,] -0.0193 1.043558323 1.946228
[91,] -0.0191 1.043947570 1.946241
[92,] -0.0190 1.044142194 1.946248
[93,] -0.0186 1.044920699 1.946275
[94,] -0.0153 1.051343808 1.946528
[95,] -0.0148 1.052317083 1.946572
[96,] -0.0142 1.053485042 1.946626
[97,] -0.0117 1.058351905 1.946870
[98,] -0.0109 1.059909435 1.946955
[99,] -0.0096 1.062440570 1.947101
[100,] -0.0088 1.063998288 1.947195
[101,] -0.0078 1.065945544 1.947317
[102,] -0.0075 1.066529745 1.947355
[103,] -0.0073 1.066919218 1.947380
[104,] -0.0064 1.068671912 1.947497
[105,] -0.0060 1.069450922 1.947550
[106,] -0.0052 1.071009005 1.947659
[107,] -0.0048 1.071788080 1.947715
[108,] -0.0039 1.073541081 1.947843
[109,] -0.0024 1.076463012 1.948067
[110,] -0.0014 1.078411157 1.948223
[111,] -0.0006 1.079969786 1.948351
[112,] -0.0001 1.080943982 1.948433
[113,] 0.0021 1.085230943 1.948809
[114,] 0.0044 1.089713681 1.949229
[115,] 0.0056 1.092052893 1.949459
[116,] 0.0064 1.093612523 1.949617
[117,] 0.0072 1.095172280 1.949778
[118,] 0.0080 1.096732168 1.949942
[119,] 0.0084 1.097512161 1.950025
[120,] 0.0085 1.097707165 1.950046
[121,] 0.0099 1.100437438 1.950345
[122,] 0.0107 1.101997784 1.950521
[123,] 0.0137 1.107850368 1.951210
[124,] 0.0159 1.112143613 1.951744
[125,] 0.0160 1.112338788 1.951769
[126,] 0.0164 1.113119516 1.951869
[127,] 0.0170 1.114290683 1.952021
[128,] 0.0183 1.116828528 1.952357
[129,] 0.0189 1.117999989 1.952514
[130,] 0.0190 1.118195242 1.952541
[131,] 0.0196 1.119366814 1.952701
[132,] 0.0197 1.119562085 1.952728
[133,] 0.0207 1.121514948 1.952999
[134,] 0.0211 1.122296170 1.953109
[135,] 0.0215 1.123077436 1.953220
[136,] 0.0224 1.124835447 1.953472
[137,] 0.0225 1.125030795 1.953501
[138,] 0.0230 1.126007581 1.953643
[139,] 0.0233 1.126593687 1.953729
[140,] 0.0240 1.127961368 1.953932
[141,] 0.0248 1.129524607 1.954166
[142,] 0.0250 1.129915446 1.954225
[143,] 0.0267 1.133238062 1.954737
[144,] 0.0286 1.136952619 1.955327
[145,] 0.0293 1.138321426 1.955549
[146,] 0.0308 1.141255110 1.956033
[147,] 0.0312 1.142037550 1.956164
[148,] 0.0316 1.142820042 1.956296
[149,] 0.0326 1.144776504 1.956630
[150,] 0.0332 1.145950543 1.956832
[151,] 0.0339 1.147320409 1.957071
[152,] 0.0350 1.149473396 1.957452
[153,] 0.0382 1.155739057 1.958595
[154,] 0.0396 1.158481450 1.959112
[155,] 0.0398 1.158873280 1.959186
[156,] 0.0413 1.161812483 1.959753
[157,] 0.0415 1.162204442 1.959830
[158,] 0.0421 1.163380409 1.960060
[159,] 0.0441 1.167301308 1.960843
[160,] 0.0443 1.167693485 1.960922
[161,] 0.0455 1.170046879 1.961403
[162,] 0.0467 1.172400855 1.961891
[163,] 0.0468 1.172597046 1.961932
[164,] 0.0470 1.172989441 1.962015
[165,] 0.0476 1.174166724 1.962262
[166,] 0.0491 1.177110587 1.962891
[167,] 0.0507 1.180251757 1.963573
[168,] 0.0512 1.181233597 1.963790
[169,] 0.0525 1.183786892 1.964358
[170,] 0.0531 1.184965586 1.964623
[171,] 0.0544 1.187519973 1.965204
[172,] 0.0546 1.187913022 1.965294
[173,] 0.0564 1.191451288 1.966115
[174,] 0.0579 1.194400982 1.966812
[175,] 0.0623 1.203059568 1.968925
[176,] 0.0628 1.204044092 1.969172
[177,] 0.0631 1.204634866 1.969320
[178,] 0.0648 1.207983431 1.970171
[179,] 0.0669 1.212121911 1.971242
[180,] 0.0672 1.212713307 1.971397
[181,] 0.0680 1.214290591 1.971813
[182,] 0.0693 1.216854390 1.972495
[183,] 0.0694 1.217051643 1.972548
[184,] 0.0702 1.218629851 1.972973
[185,] 0.0747 1.227513707 1.975425
[186,] 0.0750 1.228106360 1.975592
[187,] 0.0770 1.232058667 1.976719
[188,] 0.0783 1.234628885 1.977463
[189,] 0.0790 1.236013250 1.977867
[190,] 0.0807 1.239376465 1.978859
[191,] 0.0814 1.240761810 1.979272
[192,] 0.0827 1.243335366 1.980046
[193,] 0.0829 1.243731387 1.980165
[194,] 0.0835 1.244919594 1.980526
[195,] 0.0850 1.247891064 1.981436
[196,] 0.0871 1.252053434 1.982730
[197,] 0.0879 1.253639817 1.983229
[198,] 0.0880 1.253838143 1.983291
[199,] 0.0913 1.260386445 1.985386
[200,] 0.0935 1.264755861 1.986815
[201,] 0.0962 1.270122666 1.988602
[202,] 0.1000 1.277684234 1.991183
[203,] 0.1011 1.279874953 1.991944
[204,] 0.1013 1.280273356 1.992083
[205,] 0.1025 1.282664359 1.992922
[206,] 0.1058 1.289244856 1.995268
[207,] 0.1065 1.290641720 1.995773
[208,] 0.1086 1.294834445 1.997303
[209,] 0.1109 1.299430193 1.999005
[210,] 0.1110 1.299630097 1.999079
[211,] 0.1121 1.301829537 1.999904
[212,] 0.1123 1.302229533 2.000055
[213,] 0.1130 1.303629756 2.000583
[214,] 0.1131 1.303829818 2.000659
[215,] 0.1146 1.306831662 2.001801
[216,] 0.1150 1.307632444 2.002108
[217,] 0.1242 1.326085000 2.009391
[218,] 0.1246 1.326888822 2.009718
[219,] 0.1288 1.335393486 2.013171
[220,] 0.1304 1.338615607 2.014480
[221,] 0.1330 1.343856009 2.016597
[222,] 0.1331 1.344057673 2.016678
[223,] 0.1351 1.348092650 2.018298
[224,] 0.1361 1.350111352 2.019105
[225,] 0.1377 1.353342950 2.020392
[226,] 0.1407 1.359407732 2.022793
[227,] 0.1441 1.366289826 2.025494
[228,] 0.1443 1.366694941 2.025652
[229,] 0.1454 1.368923637 2.026521
[230,] 0.1508 1.379878301 2.030753
[231,] 0.1644 1.407567775 2.041171
[232,] 0.1793 1.438063815 2.052188
[233,] 0.1814 1.442375007 2.053708
[234,] 0.1838 1.447305980 2.055434
[235,] 0.1927 1.465627530 2.061743
[236,] 0.1978 1.476151489 2.065292
[237,] 0.2012 1.483177463 2.067630
[238,] 0.2026 1.486072816 2.068587
[239,] 0.2056 1.492281638 2.070625
[240,] 0.2087 1.498703817 2.072713
[241,] 0.2099 1.501191555 2.073517
[242,] 0.2385 1.560760251 2.091872
[243,] 0.2400 1.563898750 2.092793
[244,] 0.2620 1.610085064 2.105813
, , n=13
newdata fun 1der
[1,] -0.3064 0.3637147 1.152678
[2,] -0.2579 0.4204242 1.186242
[3,] -0.2523 0.4270784 1.190266
[4,] -0.2394 0.4424932 1.199653
[5,] -0.2304 0.4533199 1.206299
[6,] -0.2187 0.4674847 1.215056
[7,] -0.2181 0.4682139 1.215509
[8,] -0.2102 0.4778401 1.221503
[9,] -0.2015 0.4884961 1.228175
[10,] -0.1881 0.5050233 1.238596
[11,] -0.1846 0.5093632 1.241347
[12,] -0.1842 0.5098598 1.241662
[13,] -0.1831 0.5112261 1.242530
[14,] -0.1807 0.5142104 1.244427
[15,] -0.1782 0.5173240 1.246409
[16,] -0.1754 0.5208170 1.248636
[17,] -0.1697 0.5279472 1.253193
[18,] -0.1683 0.5297025 1.254317
[19,] -0.1663 0.5322127 1.255927
[20,] -0.1512 0.5512696 1.268204
[21,] -0.1505 0.5521576 1.268778
[22,] -0.1419 0.5630996 1.275877
[23,] -0.1353 0.5715385 1.281373
[24,] -0.1337 0.5735897 1.282712
[25,] -0.1285 0.5802712 1.287081
[26,] -0.1247 0.5851682 1.290291
[27,] -0.1209 0.5900774 1.293514
[28,] -0.1167 0.5955177 1.297094
[29,] -0.1154 0.5972046 1.298205
[30,] -0.1141 0.5988930 1.299318
[31,] -0.1138 0.5992828 1.299575
[32,] -0.1124 0.6011031 1.300776
[33,] -0.1123 0.6012332 1.300862
[34,] -0.1121 0.6014934 1.301034
[35,] -0.1053 0.6103603 1.306896
[36,] -0.1039 0.6121908 1.308109
[37,] -0.0988 0.6188734 1.312543
[38,] -0.0984 0.6193985 1.312892
[39,] -0.0977 0.6203178 1.313502
[40,] -0.0955 0.6232096 1.315425
[41,] -0.0948 0.6241306 1.316038
[42,] -0.0923 0.6274234 1.318230
[43,] -0.0909 0.6292698 1.319461
[44,] -0.0902 0.6301937 1.320077
[45,] -0.0888 0.6320426 1.321310
[46,] -0.0871 0.6342901 1.322810
[47,] -0.0866 0.6349516 1.323252
[48,] -0.0807 0.6427743 1.328484
[49,] -0.0806 0.6429071 1.328573
[50,] -0.0707 0.6561037 1.337429
[51,] -0.0693 0.6579770 1.338689
[52,] -0.0680 0.6597181 1.339861
[53,] -0.0671 0.6609243 1.340673
[54,] -0.0648 0.6640103 1.342753
[55,] -0.0644 0.6645474 1.343115
[56,] -0.0637 0.6654878 1.343749
[57,] -0.0636 0.6656222 1.343839
[58,] -0.0606 0.6696578 1.346563
[59,] -0.0541 0.6784297 1.352494
[60,] -0.0537 0.6789708 1.352861
[61,] -0.0520 0.6812720 1.354419
[62,] -0.0518 0.6815429 1.354603
[63,] -0.0516 0.6818138 1.354787
[64,] -0.0514 0.6820848 1.354970
[65,] -0.0507 0.6830335 1.355613
[66,] -0.0468 0.6883274 1.359205
[67,] -0.0467 0.6884633 1.359297
[68,] -0.0465 0.6887352 1.359482
[69,] -0.0407 0.6966357 1.364853
[70,] -0.0378 0.7005977 1.367550
[71,] -0.0374 0.7011448 1.367923
[72,] -0.0365 0.7023763 1.368762
[73,] -0.0361 0.7029239 1.369136
[74,] -0.0358 0.7033347 1.369416
[75,] -0.0345 0.7051157 1.370630
[76,] -0.0339 0.7059383 1.371191
[77,] -0.0321 0.7084079 1.372877
[78,] -0.0306 0.7104683 1.374284
[79,] -0.0302 0.7110181 1.374659
[80,] -0.0293 0.7122557 1.375505
[81,] -0.0290 0.7126684 1.375787
[82,] -0.0262 0.7165243 1.378424
[83,] -0.0261 0.7166621 1.378518
[84,] -0.0254 0.7176273 1.379178
[85,] -0.0244 0.7190069 1.380123
[86,] -0.0243 0.7191450 1.380217
[87,] -0.0240 0.7195591 1.380501
[88,] -0.0206 0.7242582 1.383720
[89,] -0.0195 0.7257809 1.384764
[90,] -0.0193 0.7260579 1.384954
[91,] -0.0191 0.7263349 1.385144
[92,] -0.0190 0.7264734 1.385239
[93,] -0.0186 0.7270276 1.385619
[94,] -0.0153 0.7316053 1.388761
[95,] -0.0148 0.7322998 1.389238
[96,] -0.0142 0.7331335 1.389811
[97,] -0.0117 0.7366110 1.392200
[98,] -0.0109 0.7377251 1.392964
[99,] -0.0096 0.7395368 1.394204
[100,] -0.0088 0.7406524 1.394967
[101,] -0.0078 0.7420479 1.395921
[102,] -0.0075 0.7424667 1.396206
[103,] -0.0073 0.7427459 1.396397
[104,] -0.0064 0.7440031 1.397254
[105,] -0.0060 0.7445621 1.397635
[106,] -0.0052 0.7456805 1.398396
[107,] -0.0048 0.7462399 1.398777
[108,] -0.0039 0.7474992 1.399633
[109,] -0.0024 0.7495997 1.401058
[110,] -0.0014 0.7510012 1.402007
[111,] -0.0006 0.7521232 1.402766
[112,] -0.0001 0.7528247 1.403241
[113,] 0.0021 0.7559141 1.405326
[114,] 0.0044 0.7591488 1.407502
[115,] 0.0056 0.7608385 1.408637
[116,] 0.0064 0.7619657 1.409393
[117,] 0.0072 0.7630935 1.410148
[118,] 0.0080 0.7642220 1.410903
[119,] 0.0084 0.7647864 1.411281
[120,] 0.0085 0.7649275 1.411375
[121,] 0.0099 0.7669044 1.412695
[122,] 0.0107 0.7680348 1.413449
[123,] 0.0137 0.7722794 1.416272
[124,] 0.0159 0.7753975 1.418339
[125,] 0.0160 0.7755393 1.418433
[126,] 0.0164 0.7761068 1.418809
[127,] 0.0170 0.7769582 1.419372
[128,] 0.0183 0.7788042 1.420591
[129,] 0.0189 0.7796567 1.421153
[130,] 0.0190 0.7797989 1.421247
[131,] 0.0196 0.7806518 1.421809
[132,] 0.0197 0.7807940 1.421903
[133,] 0.0207 0.7822163 1.422839
[134,] 0.0211 0.7827855 1.423214
[135,] 0.0215 0.7833549 1.423588
[136,] 0.0224 0.7846365 1.424430
[137,] 0.0225 0.7847790 1.424523
[138,] 0.0230 0.7854913 1.424991
[139,] 0.0233 0.7859189 1.425271
[140,] 0.0240 0.7869168 1.425925
[141,] 0.0248 0.7880578 1.426672
[142,] 0.0250 0.7883432 1.426859
[143,] 0.0267 0.7907702 1.428445
[144,] 0.0286 0.7934859 1.430216
[145,] 0.0293 0.7944873 1.430868
[146,] 0.0308 0.7966347 1.432264
[147,] 0.0312 0.7972076 1.432636
[148,] 0.0316 0.7977808 1.433008
[149,] 0.0326 0.7992142 1.433937
[150,] 0.0332 0.8000748 1.434494
[151,] 0.0339 0.8010791 1.435144
[152,] 0.0350 0.8026584 1.436165
[153,] 0.0382 0.8072588 1.439130
[154,] 0.0396 0.8092745 1.440426
[155,] 0.0398 0.8095626 1.440611
[156,] 0.0413 0.8117246 1.441997
[157,] 0.0415 0.8120130 1.442182
[158,] 0.0421 0.8128785 1.442736
[159,] 0.0441 0.8157658 1.444582
[160,] 0.0443 0.8160547 1.444766
[161,] 0.0455 0.8177891 1.445873
[162,] 0.0467 0.8195248 1.446978
[163,] 0.0468 0.8196695 1.447070
[164,] 0.0470 0.8199590 1.447254
[165,] 0.0476 0.8208275 1.447806
[166,] 0.0491 0.8230002 1.449186
[167,] 0.0507 0.8253201 1.450656
[168,] 0.0512 0.8260455 1.451115
[169,] 0.0525 0.8279328 1.452308
[170,] 0.0531 0.8288043 1.452858
[171,] 0.0544 0.8306938 1.454050
[172,] 0.0546 0.8309846 1.454233
[173,] 0.0564 0.8336037 1.455881
[174,] 0.0579 0.8357886 1.457253
[175,] 0.0623 0.8422093 1.461269
[176,] 0.0628 0.8429401 1.461725
[177,] 0.0631 0.8433786 1.461998
[178,] 0.0648 0.8458654 1.463546
[179,] 0.0669 0.8489408 1.465456
[180,] 0.0672 0.8493805 1.465729
[181,] 0.0680 0.8505534 1.466455
[182,] 0.0693 0.8524605 1.467635
[183,] 0.0694 0.8526073 1.467726
[184,] 0.0702 0.8537818 1.468452
[185,] 0.0747 0.8603990 1.472526
[186,] 0.0750 0.8608408 1.472798
[187,] 0.0770 0.8637882 1.474604
[188,] 0.0783 0.8657059 1.475778
[189,] 0.0790 0.8667392 1.476409
[190,] 0.0807 0.8692504 1.477941
[191,] 0.0814 0.8702852 1.478571
[192,] 0.0827 0.8722081 1.479741
[193,] 0.0829 0.8725040 1.479921
[194,] 0.0835 0.8733921 1.480460
[195,] 0.0850 0.8756138 1.481808
[196,] 0.0871 0.8787276 1.483693
[197,] 0.0879 0.8799149 1.484410
[198,] 0.0880 0.8800633 1.484500
[199,] 0.0913 0.8849670 1.487454
[200,] 0.0935 0.8882416 1.489421
[201,] 0.0962 0.8922663 1.491830
[202,] 0.1000 0.8979417 1.495213
[203,] 0.1011 0.8995869 1.496191
[204,] 0.1013 0.8998862 1.496368
[205,] 0.1025 0.9016825 1.497434
[206,] 0.1058 0.9066288 1.500361
[207,] 0.1065 0.9076793 1.500980
[208,] 0.1086 0.9108333 1.502838
[209,] 0.1109 0.9142922 1.504870
[210,] 0.1110 0.9144427 1.504959
[211,] 0.1121 0.9160987 1.505929
[212,] 0.1123 0.9163999 1.506106
[213,] 0.1130 0.9174544 1.506723
[214,] 0.1131 0.9176050 1.506811
[215,] 0.1146 0.9198662 1.508128
[216,] 0.1150 0.9204696 1.508478
[217,] 0.1242 0.9343842 1.516406
[218,] 0.1246 0.9349908 1.516745
[219,] 0.1288 0.9413686 1.520278
[220,] 0.1304 0.9438021 1.521611
[221,] 0.1330 0.9477611 1.523770
[222,] 0.1331 0.9479135 1.523853
[223,] 0.1351 0.9509629 1.525515
[224,] 0.1361 0.9524888 1.526346
[225,] 0.1377 0.9549320 1.527675
[226,] 0.1407 0.9595188 1.530169
[227,] 0.1441 0.9647262 1.532996
[228,] 0.1443 0.9650328 1.533162
[229,] 0.1454 0.9667198 1.534077
[230,] 0.1508 0.9750159 1.538569
[231,] 0.1644 0.9960174 1.549892
[232,] 0.1793 1.0192033 1.562313
[233,] 0.1814 1.0224860 1.564065
[234,] 0.1838 1.0262422 1.566067
[235,] 0.1927 1.0402132 1.573497
[236,] 0.1978 1.0482489 1.577758
[237,] 0.2012 1.0536181 1.580597
[238,] 0.2026 1.0558318 1.581763
[239,] 0.2056 1.0605808 1.584251
[240,] 0.2087 1.0654959 1.586809
[241,] 0.2099 1.0674007 1.587795
[242,] 0.2385 1.1131421 1.610711
[243,] 0.2400 1.1155590 1.611882
[244,] 0.2620 1.1512065 1.628684
, , n=20
newdata fun 1der
[1,] -0.3064 0.6562269 1.260410
[2,] -0.2579 0.7184417 1.305119
[3,] -0.2523 0.7257649 1.310314
[4,] -0.2394 0.7427457 1.322422
[5,] -0.2304 0.7546864 1.331104
[6,] -0.2187 0.7703278 1.342692
[7,] -0.2181 0.7711336 1.343296
[8,] -0.2102 0.7817772 1.351323
[9,] -0.2015 0.7935728 1.360343
[10,] -0.1881 0.8118965 1.374626
[11,] -0.1846 0.8167144 1.378452
[12,] -0.1842 0.8172659 1.378892
[13,] -0.1831 0.8187833 1.380105
[14,] -0.1807 0.8220988 1.382765
[15,] -0.1782 0.8255592 1.385557
[16,] -0.1754 0.8294431 1.388710
[17,] -0.1697 0.8373772 1.395210
[18,] -0.1683 0.8393317 1.396823
[19,] -0.1663 0.8421276 1.399140
[20,] -0.1512 0.8633878 1.416799
[21,] -0.1505 0.8643799 1.417619
[22,] -0.1419 0.8766148 1.427713
[23,] -0.1353 0.8860633 1.435475
[24,] -0.1337 0.8883616 1.437359
[25,] -0.1285 0.8958518 1.443487
[26,] -0.1247 0.9013455 1.447970
[27,] -0.1209 0.9068564 1.452457
[28,] -0.1167 0.9129671 1.457423
[29,] -0.1154 0.9148627 1.458961
[30,] -0.1141 0.9167604 1.460499
[31,] -0.1138 0.9171986 1.460854
[32,] -0.1124 0.9192450 1.462512
[33,] -0.1123 0.9193912 1.462630
[34,] -0.1121 0.9196838 1.462867
[35,] -0.1053 0.9296587 1.470927
[36,] -0.1039 0.9317191 1.472588
[37,] -0.0988 0.9392448 1.478645
[38,] -0.0984 0.9398363 1.479120
[39,] -0.0977 0.9408720 1.479953
[40,] -0.0955 0.9441308 1.482568
[41,] -0.0948 0.9451688 1.483401
[42,] -0.0923 0.9488811 1.486376
[43,] -0.0909 0.9509632 1.488043
[44,] -0.0902 0.9520051 1.488877
[45,] -0.0888 0.9540907 1.490544
[46,] -0.0871 0.9566263 1.492570
[47,] -0.0866 0.9573728 1.493166
[48,] -0.0807 0.9662032 1.500206
[49,] -0.0806 0.9663532 1.500325
[50,] -0.0707 0.9812650 1.512161
[51,] -0.0693 0.9833832 1.513837
[52,] -0.0680 0.9853522 1.515394
[53,] -0.0671 0.9867166 1.516473
[54,] -0.0648 0.9902076 1.519229
[55,] -0.0644 0.9908154 1.519709
[56,] -0.0637 0.9918795 1.520548
[57,] -0.0636 0.9920315 1.520668
[58,] -0.0606 0.9965989 1.524267
[59,] -0.0541 1.0065321 1.532075
[60,] -0.0537 1.0071450 1.532556
[61,] -0.0520 1.0097521 1.534601
[62,] -0.0518 1.0100590 1.534841
[63,] -0.0516 1.0103660 1.535082
[64,] -0.0514 1.0106730 1.535323
[65,] -0.0507 1.0117481 1.536165
[66,] -0.0468 1.0177483 1.540860
[67,] -0.0467 1.0179024 1.540980
[68,] -0.0465 1.0182106 1.541221
[69,] -0.0407 1.0271699 1.548213
[70,] -0.0378 1.0316648 1.551713
[71,] -0.0374 1.0322856 1.552196
[72,] -0.0365 1.0336831 1.553283
[73,] -0.0361 1.0343045 1.553766
[74,] -0.0358 1.0347707 1.554128
[75,] -0.0345 1.0367920 1.555699
[76,] -0.0339 1.0377257 1.556424
[77,] -0.0321 1.0405292 1.558599
[78,] -0.0306 1.0428685 1.560413
[79,] -0.0302 1.0434927 1.560897
[80,] -0.0293 1.0448980 1.561986
[81,] -0.0290 1.0453667 1.562349
[82,] -0.0262 1.0497460 1.565738
[83,] -0.0261 1.0499026 1.565859
[84,] -0.0254 1.0509990 1.566707
[85,] -0.0244 1.0525663 1.567918
[86,] -0.0243 1.0527231 1.568039
[87,] -0.0240 1.0531936 1.568403
[88,] -0.0206 1.0585331 1.572524
[89,] -0.0195 1.0602636 1.573858
[90,] -0.0193 1.0605784 1.574101
[91,] -0.0191 1.0608933 1.574343
[92,] -0.0190 1.0610507 1.574465
[93,] -0.0186 1.0616806 1.574950
[94,] -0.0153 1.0668845 1.578955
[95,] -0.0148 1.0676742 1.579562
[96,] -0.0142 1.0686221 1.580291
[97,] -0.0117 1.0725767 1.583328
[98,] -0.0109 1.0738437 1.584301
[99,] -0.0096 1.0759043 1.585881
[100,] -0.0088 1.0771734 1.586854
[101,] -0.0078 1.0787609 1.588071
[102,] -0.0075 1.0792374 1.588436
[103,] -0.0073 1.0795551 1.588679
[104,] -0.0064 1.0809854 1.589774
[105,] -0.0060 1.0816214 1.590261
[106,] -0.0052 1.0828940 1.591235
[107,] -0.0048 1.0835306 1.591722
[108,] -0.0039 1.0849636 1.592818
[109,] -0.0024 1.0873542 1.594645
[110,] -0.0014 1.0889495 1.595863
[111,] -0.0006 1.0902265 1.596838
[112,] -0.0001 1.0910251 1.597447
[113,] 0.0021 1.0945424 1.600130
[114,] 0.0044 1.0982260 1.602936
[115,] 0.0056 1.1001504 1.604401
[116,] 0.0064 1.1014343 1.605377
[117,] 0.0072 1.1027190 1.606354
[118,] 0.0080 1.1040045 1.607331
[119,] 0.0084 1.1046475 1.607820
[120,] 0.0085 1.1048083 1.607942
[121,] 0.0099 1.1070606 1.609653
[122,] 0.0107 1.1083487 1.610630
[123,] 0.0137 1.1131861 1.614299
[124,] 0.0159 1.1167405 1.616990
[125,] 0.0160 1.1169022 1.617113
[126,] 0.0164 1.1175492 1.617602
[127,] 0.0170 1.1185199 1.618337
[128,] 0.0183 1.1206248 1.619929
[129,] 0.0189 1.1215970 1.620664
[130,] 0.0190 1.1217591 1.620786
[131,] 0.0196 1.1227318 1.621521
[132,] 0.0197 1.1228939 1.621644
[133,] 0.0207 1.1245162 1.622869
[134,] 0.0211 1.1251654 1.623359
[135,] 0.0215 1.1258149 1.623849
[136,] 0.0224 1.1272768 1.624952
[137,] 0.0225 1.1274393 1.625075
[138,] 0.0230 1.1282520 1.625688
[139,] 0.0233 1.1287398 1.626056
[140,] 0.0240 1.1298783 1.626914
[141,] 0.0248 1.1311802 1.627896
[142,] 0.0250 1.1315058 1.628141
[143,] 0.0267 1.1342754 1.630227
[144,] 0.0286 1.1373751 1.632559
[145,] 0.0293 1.1385182 1.633419
[146,] 0.0308 1.1409697 1.635261
[147,] 0.0312 1.1416239 1.635753
[148,] 0.0316 1.1422783 1.636244
[149,] 0.0326 1.1439152 1.637473
[150,] 0.0332 1.1448979 1.638209
[151,] 0.0339 1.1460449 1.639066
[152,] 0.0350 1.1478486 1.640411
[153,] 0.0382 1.1531042 1.644305
[154,] 0.0396 1.1554074 1.646001
[155,] 0.0398 1.1557366 1.646243
[156,] 0.0413 1.1582073 1.648053
[157,] 0.0415 1.1585370 1.648294
[158,] 0.0421 1.1595262 1.649016
[159,] 0.0441 1.1628266 1.651416
[160,] 0.0443 1.1631569 1.651655
[161,] 0.0455 1.1651397 1.653089
[162,] 0.0467 1.1671243 1.654520
[163,] 0.0468 1.1672898 1.654639
[164,] 0.0470 1.1676207 1.654877
[165,] 0.0476 1.1686139 1.655590
[166,] 0.0491 1.1710986 1.657370
[167,] 0.0507 1.1737519 1.659261
[168,] 0.0512 1.1745817 1.659851
[169,] 0.0525 1.1767405 1.661381
[170,] 0.0531 1.1777375 1.662086
[171,] 0.0544 1.1798992 1.663610
[172,] 0.0546 1.1802320 1.663844
[173,] 0.0564 1.1832288 1.665945
[174,] 0.0579 1.1857290 1.667690
[175,] 0.0623 1.1930780 1.672774
[176,] 0.0628 1.1939146 1.673349
[177,] 0.0631 1.1944166 1.673693
[178,] 0.0648 1.1972636 1.675641
[179,] 0.0669 1.2007849 1.678036
[180,] 0.0672 1.2012884 1.678377
[181,] 0.0680 1.2026315 1.679285
[182,] 0.0693 1.2048155 1.680759
[183,] 0.0694 1.2049836 1.680872
[184,] 0.0702 1.2063286 1.681776
[185,] 0.0747 1.2139080 1.686830
[186,] 0.0750 1.2144141 1.687165
[187,] 0.0770 1.2177907 1.689393
[188,] 0.0783 1.2199878 1.690835
[189,] 0.0790 1.2211717 1.691610
[190,] 0.0807 1.2240490 1.693487
[191,] 0.0814 1.2252347 1.694257
[192,] 0.0827 1.2274382 1.695685
[193,] 0.0829 1.2277773 1.695904
[194,] 0.0835 1.2287951 1.696561
[195,] 0.0850 1.2313411 1.698199
[196,] 0.0871 1.2349098 1.700483
[197,] 0.0879 1.2362705 1.701350
[198,] 0.0880 1.2364406 1.701458
[199,] 0.0913 1.2420613 1.705016
[200,] 0.0935 1.2458150 1.707372
[201,] 0.0962 1.2504287 1.710247
[202,] 0.1000 1.2569353 1.714259
[203,] 0.1011 1.2588216 1.715414
[204,] 0.1013 1.2591647 1.715624
[205,] 0.1025 1.2612242 1.716879
[206,] 0.1058 1.2668956 1.720311
[207,] 0.1065 1.2681001 1.721036
[208,] 0.1086 1.2717165 1.723202
[209,] 0.1109 1.2756826 1.725560
[210,] 0.1110 1.2758552 1.725663
[211,] 0.1121 1.2777540 1.726785
[212,] 0.1123 1.2780994 1.726989
[213,] 0.1130 1.2793085 1.727702
[214,] 0.1131 1.2794813 1.727804
[215,] 0.1146 1.2820742 1.729326
[216,] 0.1150 1.2827660 1.729731
[217,] 0.1242 1.2987220 1.738928
[218,] 0.1246 1.2994176 1.739323
[219,] 0.1288 1.3067315 1.743444
[220,] 0.1304 1.3095222 1.745002
[221,] 0.1330 1.3140625 1.747519
[222,] 0.1331 1.3142373 1.747615
[223,] 0.1351 1.3177344 1.749539
[224,] 0.1361 1.3194844 1.750496
[225,] 0.1377 1.3222864 1.752024
[226,] 0.1407 1.3275468 1.754869
[227,] 0.1441 1.3335188 1.758065
[228,] 0.1443 1.3338704 1.758252
[229,] 0.1454 1.3358051 1.759279
[230,] 0.1508 1.3453187 1.764275
[231,] 0.1644 1.3693966 1.776518
[232,] 0.1793 1.3959633 1.789376
[233,] 0.1814 1.3997228 1.791142
[234,] 0.1838 1.4040240 1.793145
[235,] 0.1927 1.4200156 1.800444
[236,] 0.1978 1.4292083 1.804532
[237,] 0.2012 1.4353483 1.807220
[238,] 0.2026 1.4378792 1.808318
[239,] 0.2056 1.4433076 1.810654
[240,] 0.2087 1.4489244 1.813042
[241,] 0.2099 1.4511006 1.813960
[242,] 0.2385 1.5032818 1.834721
[243,] 0.2400 1.5060347 1.835751
[244,] 0.2620 1.5465850 1.850811
, , n=30
newdata fun 1der
[1,] -0.3064 0.8579562 0.9510597
[2,] -0.2579 0.9040830 0.9510673
[3,] -0.2523 0.9094089 0.9510673
[4,] -0.2394 0.9216777 0.9510673
[5,] -0.2304 0.9302373 0.9510673
[6,] -0.2187 0.9413648 0.9510673
[7,] -0.2181 0.9419354 0.9510673
[8,] -0.2102 0.9494489 0.9510673
[9,] -0.2015 0.9577232 0.9510673
[10,] -0.1881 0.9704675 0.9510673
[11,] -0.1846 0.9737962 0.9510673
[12,] -0.1842 0.9741766 0.9510673
[13,] -0.1831 0.9752228 0.9510673
[14,] -0.1807 0.9775054 0.9510673
[15,] -0.1782 0.9798830 0.9510673
[16,] -0.1754 0.9825460 0.9510673
[17,] -0.1697 0.9879671 0.9510673
[18,] -0.1683 0.9892986 0.9510673
[19,] -0.1663 0.9912007 0.9510673
[20,] -0.1512 1.0055618 0.9510673
[21,] -0.1505 1.0062276 0.9510673
[22,] -0.1419 1.0144068 0.9510673
[23,] -0.1353 1.0206838 0.9510673
[24,] -0.1337 1.0222055 0.9510673
[25,] -0.1285 1.0271511 0.9510673
[26,] -0.1247 1.0307651 0.9510673
[27,] -0.1209 1.0343792 0.9510673
[28,] -0.1167 1.0383737 0.9510673
[29,] -0.1154 1.0396101 0.9510673
[30,] -0.1141 1.0408464 0.9510673
[31,] -0.1138 1.0411318 0.9510673
[32,] -0.1124 1.0424633 0.9510673
[33,] -0.1123 1.0425584 0.9510673
[34,] -0.1121 1.0427486 0.9510673
[35,] -0.1053 1.0492158 0.9510673
[36,] -0.1039 1.0505473 0.9510673
[37,] -0.0988 1.0553978 0.9510673
[38,] -0.0984 1.0557782 0.9510673
[39,] -0.0977 1.0564439 0.9510673
[40,] -0.0955 1.0585363 0.9510673
[41,] -0.0948 1.0592020 0.9510673
[42,] -0.0923 1.0615797 0.9510673
[43,] -0.0909 1.0629112 0.9510673
[44,] -0.0902 1.0635770 0.9510673
[45,] -0.0888 1.0649084 0.9510673
[46,] -0.0871 1.0665253 0.9510673
[47,] -0.0866 1.0670008 0.9510673
[48,] -0.0807 1.0726121 0.9510673
[49,] -0.0806 1.0727072 0.9510673
[50,] -0.0707 1.0821228 0.9510673
[51,] -0.0693 1.0834543 0.9510673
[52,] -0.0680 1.0846906 0.9510673
[53,] -0.0671 1.0855466 0.9510673
[54,] -0.0648 1.0877341 0.9510673
[55,] -0.0644 1.0881145 0.9510673
[56,] -0.0637 1.0887802 0.9510673
[57,] -0.0636 1.0888753 0.9510673
[58,] -0.0606 1.0917285 0.9510673
[59,] -0.0541 1.0979105 0.9510673
[60,] -0.0537 1.0982909 0.9510673
[61,] -0.0520 1.0999077 0.9510673
[62,] -0.0518 1.1000979 0.9510673
[63,] -0.0516 1.1002882 0.9510673
[64,] -0.0514 1.1004784 0.9510673
[65,] -0.0507 1.1011441 0.9510673
[66,] -0.0468 1.1048533 0.9510673
[67,] -0.0467 1.1049484 0.9510673
[68,] -0.0465 1.1051386 0.9510673
[69,] -0.0407 1.1106548 0.9510673
[70,] -0.0378 1.1134129 0.9510673
[71,] -0.0374 1.1137933 0.9510673
[72,] -0.0365 1.1146493 0.9510673
[73,] -0.0361 1.1150297 0.9510673
[74,] -0.0358 1.1153150 0.9510673
[75,] -0.0345 1.1165514 0.9510673
[76,] -0.0339 1.1171220 0.9510673
[77,] -0.0321 1.1188340 0.9510673
[78,] -0.0306 1.1202606 0.9510673
[79,] -0.0302 1.1206410 0.9510673
[80,] -0.0293 1.1214970 0.9510673
[81,] -0.0290 1.1217823 0.9510673
[82,] -0.0262 1.1244453 0.9510673
[83,] -0.0261 1.1245404 0.9510673
[84,] -0.0254 1.1252061 0.9510673
[85,] -0.0244 1.1261572 0.9510673
[86,] -0.0243 1.1262523 0.9510673
[87,] -0.0240 1.1265376 0.9510673
[88,] -0.0206 1.1297712 0.9510673
[89,] -0.0195 1.1308174 0.9510673
[90,] -0.0193 1.1310076 0.9510673
[91,] -0.0191 1.1311978 0.9510673
[92,] -0.0190 1.1312929 0.9510673
[93,] -0.0186 1.1316734 0.9510673
[94,] -0.0153 1.1348119 0.9510673
[95,] -0.0148 1.1352874 0.9510673
[96,] -0.0142 1.1358581 0.9510673
[97,] -0.0117 1.1382357 0.9510673
[98,] -0.0109 1.1389966 0.9510673
[99,] -0.0096 1.1402330 0.9510673
[100,] -0.0088 1.1409938 0.9510673
[101,] -0.0078 1.1419449 0.9510673
[102,] -0.0075 1.1422302 0.9510673
[103,] -0.0073 1.1424204 0.9510673
[104,] -0.0064 1.1432764 0.9510673
[105,] -0.0060 1.1436568 0.9510673
[106,] -0.0052 1.1444177 0.9510673
[107,] -0.0048 1.1447981 0.9510673
[108,] -0.0039 1.1456541 0.9510673
[109,] -0.0024 1.1470807 0.9510673
[110,] -0.0014 1.1480317 0.9510673
[111,] -0.0006 1.1487926 0.9510673
[112,] -0.0001 1.1492681 0.9510673
[113,] 0.0021 1.1513605 0.9510673
[114,] 0.0044 1.1535479 0.9510673
[115,] 0.0056 1.1546892 0.9510673
[116,] 0.0064 1.1554501 0.9510673
[117,] 0.0072 1.1562109 0.9510673
[118,] 0.0080 1.1569718 0.9510673
[119,] 0.0084 1.1573522 0.9510673
[120,] 0.0085 1.1574473 0.9510673
[121,] 0.0099 1.1587788 0.9510673
[122,] 0.0107 1.1595396 0.9510673
[123,] 0.0137 1.1623928 0.9510673
[124,] 0.0159 1.1644852 0.9510673
[125,] 0.0160 1.1645803 0.9510673
[126,] 0.0164 1.1649607 0.9510673
[127,] 0.0170 1.1655314 0.9510673
[128,] 0.0183 1.1667678 0.9510673
[129,] 0.0189 1.1673384 0.9510673
[130,] 0.0190 1.1674335 0.9510673
[131,] 0.0196 1.1680041 0.9510673
[132,] 0.0197 1.1680992 0.9510673
[133,] 0.0207 1.1690503 0.9510673
[134,] 0.0211 1.1694307 0.9510673
[135,] 0.0215 1.1698112 0.9510673
[136,] 0.0224 1.1706671 0.9510673
[137,] 0.0225 1.1707622 0.9510673
[138,] 0.0230 1.1712378 0.9510673
[139,] 0.0233 1.1715231 0.9510673
[140,] 0.0240 1.1721888 0.9510673
[141,] 0.0248 1.1729497 0.9510673
[142,] 0.0250 1.1731399 0.9510673
[143,] 0.0267 1.1747567 0.9510673
[144,] 0.0286 1.1765637 0.9510673
[145,] 0.0293 1.1772295 0.9510673
[146,] 0.0308 1.1786561 0.9510673
[147,] 0.0312 1.1790365 0.9510673
[148,] 0.0316 1.1794169 0.9510673
[149,] 0.0326 1.1803680 0.9510673
[150,] 0.0332 1.1809387 0.9510673
[151,] 0.0339 1.1816044 0.9510673
[152,] 0.0350 1.1826506 0.9510673
[153,] 0.0382 1.1856940 0.9510673
[154,] 0.0396 1.1870255 0.9510673
[155,] 0.0398 1.1872157 0.9510673
[156,] 0.0413 1.1886423 0.9510673
[157,] 0.0415 1.1888325 0.9510673
[158,] 0.0421 1.1894032 0.9510673
[159,] 0.0441 1.1913053 0.9510673
[160,] 0.0443 1.1914955 0.9510673
[161,] 0.0455 1.1926368 0.9510673
[162,] 0.0467 1.1937781 0.9510673
[163,] 0.0468 1.1938732 0.9510673
[164,] 0.0470 1.1940634 0.9510673
[165,] 0.0476 1.1946340 0.9510673
[166,] 0.0491 1.1960606 0.9510673
[167,] 0.0507 1.1975823 0.9510673
[168,] 0.0512 1.1980579 0.9510673
[169,] 0.0525 1.1992943 0.9510673
[170,] 0.0531 1.1998649 0.9510673
[171,] 0.0544 1.2011013 0.9510673
[172,] 0.0546 1.2012915 0.9510673
[173,] 0.0564 1.2030034 0.9510673
[174,] 0.0579 1.2044300 0.9510673
[175,] 0.0623 1.2086147 0.9510673
[176,] 0.0628 1.2090902 0.9510673
[177,] 0.0631 1.2093756 0.9510673
[178,] 0.0648 1.2109924 0.9510673
[179,] 0.0669 1.2129896 0.9510673
[180,] 0.0672 1.2132749 0.9510673
[181,] 0.0680 1.2140358 0.9510673
[182,] 0.0693 1.2152722 0.9510673
[183,] 0.0694 1.2153673 0.9510673
[184,] 0.0702 1.2161281 0.9510673
[185,] 0.0747 1.2204079 0.9510673
[186,] 0.0750 1.2206933 0.9510673
[187,] 0.0770 1.2225954 0.9510673
[188,] 0.0783 1.2238318 0.9510673
[189,] 0.0790 1.2244975 0.9510673
[190,] 0.0807 1.2261144 0.9510673
[191,] 0.0814 1.2267801 0.9510673
[192,] 0.0827 1.2280165 0.9510673
[193,] 0.0829 1.2282067 0.9510673
[194,] 0.0835 1.2287773 0.9510673
[195,] 0.0850 1.2302039 0.9510673
[196,] 0.0871 1.2322012 0.9510673
[197,] 0.0879 1.2329620 0.9510673
[198,] 0.0880 1.2330571 0.9510673
[199,] 0.0913 1.2361957 0.9510673
[200,] 0.0935 1.2382880 0.9510673
[201,] 0.0962 1.2408559 0.9510673
[202,] 0.1000 1.2444700 0.9510673
[203,] 0.1011 1.2455161 0.9510673
[204,] 0.1013 1.2457063 0.9510673
[205,] 0.1025 1.2468476 0.9510673
[206,] 0.1058 1.2499861 0.9510673
[207,] 0.1065 1.2506519 0.9510673
[208,] 0.1086 1.2526491 0.9510673
[209,] 0.1109 1.2548366 0.9510673
[210,] 0.1110 1.2549317 0.9510673
[211,] 0.1121 1.2559779 0.9510673
[212,] 0.1123 1.2561681 0.9510673
[213,] 0.1130 1.2568338 0.9510673
[214,] 0.1131 1.2569289 0.9510673
[215,] 0.1146 1.2583555 0.9510673
[216,] 0.1150 1.2587360 0.9510673
[217,] 0.1242 1.2674858 0.9510673
[218,] 0.1246 1.2678662 0.9510673
[219,] 0.1288 1.2718607 0.9510673
[220,] 0.1304 1.2733824 0.9510673
[221,] 0.1330 1.2758552 0.9510673
[222,] 0.1331 1.2759503 0.9510673
[223,] 0.1351 1.2778524 0.9510673
[224,] 0.1361 1.2788035 0.9510673
[225,] 0.1377 1.2803252 0.9510673
[226,] 0.1407 1.2831784 0.9510673
[227,] 0.1441 1.2864120 0.9510673
[228,] 0.1443 1.2866022 0.9510673
[229,] 0.1454 1.2876484 0.9510673
[230,] 0.1508 1.2927842 0.9510673
[231,] 0.1644 1.3057187 0.9510673
[232,] 0.1793 1.3198896 0.9510673
[233,] 0.1814 1.3218868 0.9510673
[234,] 0.1838 1.3241694 0.9510673
[235,] 0.1927 1.3326339 0.9510673
[236,] 0.1978 1.3374843 0.9510673
[237,] 0.2012 1.3407180 0.9510673
[238,] 0.2026 1.3420495 0.9510673
[239,] 0.2056 1.3449027 0.9510673
[240,] 0.2087 1.3478510 0.9510673
[241,] 0.2099 1.3489922 0.9510673
[242,] 0.2385 1.3761928 0.9510673
[243,] 0.2400 1.3776194 0.9510673
[244,] 0.2620 1.3985429 0.9510673
, , n=44
newdata fun 1der
[1,] -0.3064 0.7561844 1.051257
[2,] -0.2579 0.8081975 1.093217
[3,] -0.2523 0.8143327 1.097909
[4,] -0.2394 0.8285648 1.108594
[5,] -0.2304 0.8385753 1.115950
[6,] -0.2187 0.8516873 1.125389
[7,] -0.2181 0.8523627 1.125869
[8,] -0.2102 0.8612820 1.132206
[9,] -0.2015 0.8711631 1.139333
[10,] -0.1881 0.8865055 1.150636
[11,] -0.1846 0.8905380 1.153653
[12,] -0.1842 0.8909995 1.154000
[13,] -0.1831 0.8922694 1.154954
[14,] -0.1807 0.8950438 1.157047
[15,] -0.1782 0.8979392 1.159240
[16,] -0.1754 0.9011885 1.161713
[17,] -0.1697 0.9078246 1.166752
[18,] -0.1683 0.9094590 1.167980
[19,] -0.1663 0.9117967 1.169727
[20,] -0.1512 0.9295591 1.182955
[21,] -0.1505 0.9303874 1.183574
[22,] -0.1419 0.9405990 1.191226
[23,] -0.1353 0.9484806 1.197155
[24,] -0.1337 0.9503972 1.198599
[25,] -0.1285 0.9566422 1.203314
[26,] -0.1247 0.9612213 1.206778
[27,] -0.1209 0.9658137 1.210258
[28,] -0.1167 0.9709049 1.214123
[29,] -0.1154 0.9724840 1.215324
[30,] -0.1141 0.9740647 1.216526
[31,] -0.1138 0.9744297 1.216804
[32,] -0.1124 0.9761342 1.218101
[33,] -0.1123 0.9762560 1.218194
[34,] -0.1121 0.9764997 1.218379
[35,] -0.1053 0.9848061 1.224714
[36,] -0.1039 0.9865217 1.226024
[37,] -0.0988 0.9927866 1.230817
[38,] -0.0984 0.9932790 1.231194
[39,] -0.0977 0.9941411 1.231854
[40,] -0.0955 0.9968534 1.233933
[41,] -0.0948 0.9977174 1.234596
[42,] -0.0923 1.0008069 1.236967
[43,] -0.0909 1.0025395 1.238297
[44,] -0.0902 1.0034066 1.238964
[45,] -0.0888 1.0051421 1.240297
[46,] -0.0871 1.0072519 1.241915
[47,] -0.0866 1.0078730 1.242390
[48,] -0.0807 1.0152197 1.247990
[49,] -0.0806 1.0153445 1.248085
[50,] -0.0707 1.0277468 1.257438
[51,] -0.0693 1.0295082 1.258756
[52,] -0.0680 1.0311454 1.259979
[53,] -0.0671 1.0322797 1.260825
[54,] -0.0648 1.0351821 1.262986
[55,] -0.0644 1.0356874 1.263361
[56,] -0.0637 1.0365720 1.264018
[57,] -0.0636 1.0366984 1.264112
[58,] -0.0606 1.0404949 1.266923
[59,] -0.0541 1.0487497 1.272998
[60,] -0.0537 1.0492589 1.273371
[61,] -0.0520 1.0514250 1.274955
[62,] -0.0518 1.0516800 1.275141
[63,] -0.0516 1.0519351 1.275328
[64,] -0.0514 1.0521902 1.275514
[65,] -0.0507 1.0530832 1.276166
[66,] -0.0468 1.0580674 1.279775
[67,] -0.0467 1.0581953 1.279867
[68,] -0.0465 1.0584513 1.280051
[69,] -0.0407 1.0658909 1.285299
[70,] -0.0378 1.0696220 1.287872
[71,] -0.0374 1.0701372 1.288225
[72,] -0.0365 1.0712970 1.289015
[73,] -0.0361 1.0718127 1.289365
[74,] -0.0358 1.0721995 1.289627
[75,] -0.0345 1.0738768 1.290759
[76,] -0.0339 1.0746514 1.291279
[77,] -0.0321 1.0769771 1.292830
[78,] -0.0306 1.0789173 1.294113
[79,] -0.0302 1.0794350 1.294454
[80,] -0.0293 1.0806004 1.295217
[81,] -0.0290 1.0809890 1.295471
[82,] -0.0262 1.0846196 1.297827
[83,] -0.0261 1.0847494 1.297911
[84,] -0.0254 1.0856581 1.298496
[85,] -0.0244 1.0869570 1.299329
[86,] -0.0243 1.0870870 1.299412
[87,] -0.0240 1.0874768 1.299661
[88,] -0.0206 1.0919004 1.302465
[89,] -0.0195 1.0933337 1.303365
[90,] -0.0193 1.0935943 1.303528
[91,] -0.0191 1.0938551 1.303691
[92,] -0.0190 1.0939854 1.303772
[93,] -0.0186 1.0945070 1.304098
[94,] -0.0153 1.0988149 1.306764
[95,] -0.0148 1.0994684 1.307165
[96,] -0.0142 1.1002529 1.307646
[97,] -0.0117 1.1035245 1.309634
[98,] -0.0109 1.1045724 1.310267
[99,] -0.0096 1.1062764 1.311290
[100,] -0.0088 1.1073257 1.311917
[101,] -0.0078 1.1086380 1.312698
[102,] -0.0075 1.1090319 1.312932
[103,] -0.0073 1.1092945 1.313087
[104,] -0.0064 1.1104766 1.313786
[105,] -0.0060 1.1110022 1.314096
[106,] -0.0052 1.1120537 1.314714
[107,] -0.0048 1.1125796 1.315022
[108,] -0.0039 1.1137635 1.315714
[109,] -0.0024 1.1157379 1.316861
[110,] -0.0014 1.1170551 1.317622
[111,] -0.0006 1.1181095 1.318229
[112,] -0.0001 1.1187687 1.318607
[113,] 0.0021 1.1216714 1.320261
[114,] 0.0044 1.1247100 1.321974
[115,] 0.0056 1.1262969 1.322861
[116,] 0.0064 1.1273554 1.323450
[117,] 0.0072 1.1284144 1.324037
[118,] 0.0080 1.1294739 1.324622
[119,] 0.0084 1.1300038 1.324914
[120,] 0.0085 1.1301363 1.324986
[121,] 0.0099 1.1319920 1.326003
[122,] 0.0107 1.1330530 1.326581
[123,] 0.0137 1.1370360 1.328732
[124,] 0.0159 1.1399609 1.330291
[125,] 0.0160 1.1400940 1.330361
[126,] 0.0164 1.1406262 1.330643
[127,] 0.0170 1.1414247 1.331065
[128,] 0.0183 1.1431556 1.331974
[129,] 0.0189 1.1439550 1.332392
[130,] 0.0190 1.1440882 1.332462
[131,] 0.0196 1.1448878 1.332879
[132,] 0.0197 1.1450211 1.332948
[133,] 0.0207 1.1463544 1.333640
[134,] 0.0211 1.1468879 1.333916
[135,] 0.0215 1.1474215 1.334191
[136,] 0.0224 1.1486226 1.334809
[137,] 0.0225 1.1487561 1.334877
[138,] 0.0230 1.1494236 1.335219
[139,] 0.0233 1.1498242 1.335424
[140,] 0.0240 1.1507591 1.335901
[141,] 0.0248 1.1518281 1.336443
[142,] 0.0250 1.1520954 1.336579
[143,] 0.0267 1.1543685 1.337725
[144,] 0.0286 1.1569114 1.338995
[145,] 0.0293 1.1578489 1.339460
[146,] 0.0308 1.1598588 1.340451
[147,] 0.0312 1.1603950 1.340714
[148,] 0.0316 1.1609314 1.340976
[149,] 0.0326 1.1622727 1.341629
[150,] 0.0332 1.1630778 1.342019
[151,] 0.0339 1.1640174 1.342471
[152,] 0.0350 1.1654945 1.343179
[153,] 0.0382 1.1697959 1.345209
[154,] 0.0396 1.1716798 1.346083
[155,] 0.0398 1.1719490 1.346208
[156,] 0.0413 1.1739690 1.347135
[157,] 0.0415 1.1742385 1.347258
[158,] 0.0421 1.1750469 1.347626
[159,] 0.0441 1.1777434 1.348841
[160,] 0.0443 1.1780132 1.348962
[161,] 0.0455 1.1796324 1.349682
[162,] 0.0467 1.1812524 1.350396
[163,] 0.0468 1.1813875 1.350456
[164,] 0.0470 1.1816576 1.350574
[165,] 0.0476 1.1824680 1.350928
[166,] 0.0491 1.1844951 1.351808
[167,] 0.0507 1.1866587 1.352735
[168,] 0.0512 1.1873352 1.353023
[169,] 0.0525 1.1890946 1.353766
[170,] 0.0531 1.1899069 1.354107
[171,] 0.0544 1.1916677 1.354840
[172,] 0.0546 1.1919387 1.354953
[173,] 0.0564 1.1943785 1.355955
[174,] 0.0579 1.1964131 1.356780
[175,] 0.0623 1.2023882 1.359147
[176,] 0.0628 1.2030678 1.359411
[177,] 0.0631 1.2034756 1.359569
[178,] 0.0648 1.2057877 1.360457
[179,] 0.0669 1.2086458 1.361537
[180,] 0.0672 1.2090543 1.361690
[181,] 0.0680 1.2101438 1.362096
[182,] 0.0693 1.2119149 1.362750
[183,] 0.0694 1.2120512 1.362800
[184,] 0.0702 1.2131416 1.363199
[185,] 0.0747 1.2192810 1.365392
[186,] 0.0750 1.2196906 1.365535
[187,] 0.0770 1.2224226 1.366481
[188,] 0.0783 1.2241994 1.367087
[189,] 0.0790 1.2251565 1.367411
[190,] 0.0807 1.2274818 1.368188
[191,] 0.0814 1.2284396 1.368504
[192,] 0.0827 1.2302190 1.369087
[193,] 0.0829 1.2304929 1.369176
[194,] 0.0835 1.2313145 1.369442
[195,] 0.0850 1.2333691 1.370100
[196,] 0.0871 1.2362473 1.371007
[197,] 0.0879 1.2373442 1.371348
[198,] 0.0880 1.2374814 1.371390
[199,] 0.0913 1.2420092 1.372766
[200,] 0.0935 1.2450303 1.373659
[201,] 0.0962 1.2487406 1.374727
[202,] 0.1000 1.2539674 1.376180
[203,] 0.1011 1.2554814 1.376589
[204,] 0.1013 1.2557567 1.376663
[205,] 0.1025 1.2574090 1.377103
[206,] 0.1058 1.2619554 1.378283
[207,] 0.1065 1.2629203 1.378528
[208,] 0.1086 1.2658159 1.379250
[209,] 0.1109 1.2689891 1.380019
[210,] 0.1110 1.2691271 1.380052
[211,] 0.1121 1.2706454 1.380412
[212,] 0.1123 1.2709214 1.380477
[213,] 0.1130 1.2718879 1.380703
[214,] 0.1131 1.2720259 1.380735
[215,] 0.1146 1.2740974 1.381212
[216,] 0.1150 1.2746499 1.381337
[217,] 0.1242 1.2873709 1.384045
[218,] 0.1246 1.2879246 1.384155
[219,] 0.1288 1.2937404 1.385268
[220,] 0.1304 1.2959571 1.385674
[221,] 0.1330 1.2995607 1.386310
[222,] 0.1331 1.2996994 1.386334
[223,] 0.1351 1.3024725 1.386804
[224,] 0.1361 1.3038594 1.387032
[225,] 0.1377 1.3060789 1.387390
[226,] 0.1407 1.3102421 1.388032
[227,] 0.1441 1.3149626 1.388715
[228,] 0.1443 1.3152403 1.388753
[229,] 0.1454 1.3167681 1.388963
[230,] 0.1508 1.3242711 1.389922
[231,] 0.1644 1.3431877 1.391807
[232,] 0.1793 1.3639357 1.393002
[233,] 0.1814 1.3668611 1.393098
[234,] 0.1838 1.3702046 1.393184
[235,] 0.1927 1.3826047 1.393308
[236,] 0.1978 1.3897106 1.393308
[237,] 0.2012 1.3944479 1.393308
[238,] 0.2026 1.3963985 1.393308
[239,] 0.2056 1.4005784 1.393308
[240,] 0.2087 1.4048977 1.393308
[241,] 0.2099 1.4065696 1.393308
[242,] 0.2385 1.4464183 1.393308
[243,] 0.2400 1.4485082 1.393308
[244,] 0.2620 1.4791610 1.393308
, , n=67
newdata fun 1der
[1,] -0.3064 0.9918837 0.6260289
[2,] -0.2579 1.0239665 0.6948700
[3,] -0.2523 1.0278772 0.7017831
[4,] -0.2394 1.0370283 0.7167752
[5,] -0.2304 1.0435234 0.7264647
[6,] -0.2187 1.0520922 0.7381146
[7,] -0.2181 1.0525352 0.7386832
[8,] -0.2102 1.0583994 0.7457796
[9,] -0.2015 1.0649175 0.7523889
[10,] -0.1881 1.0750551 0.7603111
[11,] -0.1846 1.0777192 0.7620053
[12,] -0.1842 1.0780240 0.7621891
[13,] -0.1831 1.0788627 0.7626839
[14,] -0.1807 1.0806944 0.7637106
[15,] -0.1782 1.0826049 0.7647025
[16,] -0.1754 1.0847476 0.7657196
[17,] -0.1697 1.0891174 0.7674836
[18,] -0.1683 1.0901921 0.7678540
[19,] -0.1663 1.0917283 0.7683401
[20,] -0.1512 1.1033493 0.7703769
[21,] -0.1505 1.1038885 0.7704013
[22,] -0.1419 1.1105143 0.7704381
[23,] -0.1353 1.1155992 0.7704381
[24,] -0.1337 1.1168319 0.7704381
[25,] -0.1285 1.1208381 0.7704381
[26,] -0.1247 1.1237658 0.7704381
[27,] -0.1209 1.1266935 0.7704381
[28,] -0.1167 1.1299293 0.7704381
[29,] -0.1154 1.1309309 0.7704381
[30,] -0.1141 1.1319324 0.7704381
[31,] -0.1138 1.1321636 0.7704381
[32,] -0.1124 1.1332422 0.7704381
[33,] -0.1123 1.1333192 0.7704381
[34,] -0.1121 1.1334733 0.7704381
[35,] -0.1053 1.1387123 0.7704381
[36,] -0.1039 1.1397909 0.7704381
[37,] -0.0988 1.1437202 0.7704381
[38,] -0.0984 1.1440283 0.7704381
[39,] -0.0977 1.1445676 0.7704381
[40,] -0.0955 1.1462626 0.7704381
[41,] -0.0948 1.1468019 0.7704381
[42,] -0.0923 1.1487280 0.7704381
[43,] -0.0909 1.1498066 0.7704381
[44,] -0.0902 1.1503459 0.7704381
[45,] -0.0888 1.1514245 0.7704381
[46,] -0.0871 1.1527343 0.7704381
[47,] -0.0866 1.1531195 0.7704381
[48,] -0.0807 1.1576651 0.7704381
[49,] -0.0806 1.1577421 0.7704381
[50,] -0.0707 1.1653695 0.7704381
[51,] -0.0693 1.1664481 0.7704381
[52,] -0.0680 1.1674496 0.7704381
[53,] -0.0671 1.1681430 0.7704381
[54,] -0.0648 1.1699150 0.7704381
[55,] -0.0644 1.1702232 0.7704381
[56,] -0.0637 1.1707625 0.7704381
[57,] -0.0636 1.1708396 0.7704381
[58,] -0.0606 1.1731509 0.7704381
[59,] -0.0541 1.1781587 0.7704381
[60,] -0.0537 1.1784669 0.7704381
[61,] -0.0520 1.1797766 0.7704381
[62,] -0.0518 1.1799307 0.7704381
[63,] -0.0516 1.1800848 0.7704381
[64,] -0.0514 1.1802389 0.7704381
[65,] -0.0507 1.1807782 0.7704381
[66,] -0.0468 1.1837829 0.7704381
[67,] -0.0467 1.1838600 0.7704381
[68,] -0.0465 1.1840141 0.7704381
[69,] -0.0407 1.1884826 0.7704381
[70,] -0.0378 1.1907169 0.7704381
[71,] -0.0374 1.1910250 0.7704381
[72,] -0.0365 1.1917184 0.7704381
[73,] -0.0361 1.1920266 0.7704381
[74,] -0.0358 1.1922577 0.7704381
[75,] -0.0345 1.1932593 0.7704381
[76,] -0.0339 1.1937216 0.7704381
[77,] -0.0321 1.1951084 0.7704381
[78,] -0.0306 1.1962640 0.7704381
[79,] -0.0302 1.1965722 0.7704381
[80,] -0.0293 1.1972656 0.7704381
[81,] -0.0290 1.1974967 0.7704381
[82,] -0.0262 1.1996539 0.7704381
[83,] -0.0261 1.1997310 0.7704381
[84,] -0.0254 1.2002703 0.7704381
[85,] -0.0244 1.2010407 0.7704381
[86,] -0.0243 1.2011178 0.7704381
[87,] -0.0240 1.2013489 0.7704381
[88,] -0.0206 1.2039684 0.7704381
[89,] -0.0195 1.2048159 0.7704381
[90,] -0.0193 1.2049700 0.7704381
[91,] -0.0191 1.2051241 0.7704381
[92,] -0.0190 1.2052011 0.7704381
[93,] -0.0186 1.2055093 0.7704381
[94,] -0.0153 1.2080445 0.7704641
[95,] -0.0148 1.2084298 0.7704726
[96,] -0.0142 1.2088921 0.7704844
[97,] -0.0117 1.2108183 0.7705525
[98,] -0.0109 1.2114348 0.7705807
[99,] -0.0096 1.2124366 0.7706331
[100,] -0.0088 1.2130531 0.7706694
[101,] -0.0078 1.2138238 0.7707191
[102,] -0.0075 1.2140550 0.7707350
[103,] -0.0073 1.2142092 0.7707458
[104,] -0.0064 1.2149029 0.7707969
[105,] -0.0060 1.2152112 0.7708209
[106,] -0.0052 1.2158279 0.7708711
[107,] -0.0048 1.2161362 0.7708974
[108,] -0.0039 1.2168301 0.7709594
[109,] -0.0024 1.2179866 0.7710714
[110,] -0.0014 1.2187649 0.7711525
[111,] -0.0006 1.2193818 0.7712241
[112,] -0.0001 1.2197675 0.7712722
[113,] 0.0021 1.2214645 0.7715154
[114,] 0.0044 1.2232393 0.7718242
[115,] 0.0056 1.2241656 0.7720074
[116,] 0.0064 1.2247833 0.7721381
[117,] 0.0072 1.2254011 0.7722754
[118,] 0.0080 1.2260189 0.7724195
[119,] 0.0084 1.2263279 0.7724941
[120,] 0.0085 1.2264052 0.7725130
[121,] 0.0099 1.2274869 0.7727889
[122,] 0.0107 1.2281052 0.7729557
[123,] 0.0137 1.2304251 0.7736417
[124,] 0.0159 1.2321277 0.7742051
[125,] 0.0160 1.2322051 0.7742319
[126,] 0.0164 1.2325148 0.7743402
[127,] 0.0170 1.2329795 0.7745059
[128,] 0.0183 1.2339866 0.7748779
[129,] 0.0189 1.2344515 0.7750556
[130,] 0.0190 1.2345290 0.7750855
[131,] 0.0196 1.2349942 0.7752677
[132,] 0.0197 1.2350717 0.7752984
[133,] 0.0207 1.2358471 0.7756114
[134,] 0.0211 1.2361574 0.7757396
[135,] 0.0215 1.2364677 0.7758694
[136,] 0.0224 1.2371661 0.7761678
[137,] 0.0225 1.2372438 0.7762014
[138,] 0.0230 1.2376319 0.7763714
[139,] 0.0233 1.2378648 0.7764746
[140,] 0.0240 1.2384085 0.7767192
[141,] 0.0248 1.2390299 0.7770051
[142,] 0.0250 1.2391853 0.7770776
[143,] 0.0267 1.2405069 0.7777111
[144,] 0.0286 1.2419853 0.7784551
[145,] 0.0293 1.2425303 0.7787388
[146,] 0.0308 1.2436989 0.7793642
[147,] 0.0312 1.2440106 0.7795349
[148,] 0.0316 1.2443225 0.7797074
[149,] 0.0326 1.2451024 0.7801459
[150,] 0.0332 1.2455706 0.7804141
[151,] 0.0339 1.2461170 0.7807318
[152,] 0.0350 1.2469761 0.7812414
[153,] 0.0382 1.2494785 0.7827966
[154,] 0.0396 1.2505749 0.7835110
[155,] 0.0398 1.2507316 0.7836147
[156,] 0.0413 1.2519076 0.7844062
[157,] 0.0415 1.2520645 0.7845135
[158,] 0.0421 1.2525353 0.7848380
[159,] 0.0441 1.2541061 0.7859471
[160,] 0.0443 1.2542633 0.7860604
[161,] 0.0455 1.2552070 0.7867488
[162,] 0.0467 1.2561515 0.7874526
[163,] 0.0468 1.2562302 0.7875120
[164,] 0.0470 1.2563878 0.7876310
[165,] 0.0476 1.2568604 0.7879905
[166,] 0.0491 1.2580431 0.7889062
[167,] 0.0507 1.2593062 0.7899093
[168,] 0.0512 1.2597012 0.7902283
[169,] 0.0525 1.2607290 0.7910703
[170,] 0.0531 1.2612038 0.7914650
[171,] 0.0544 1.2622333 0.7923333
[172,] 0.0546 1.2623917 0.7924685
[173,] 0.0564 1.2638193 0.7937040
[174,] 0.0579 1.2650106 0.7947581
[175,] 0.0623 1.2685146 0.7979721
[176,] 0.0628 1.2689137 0.7983468
[177,] 0.0631 1.2691532 0.7985724
[178,] 0.0648 1.2705119 0.7998627
[179,] 0.0669 1.2721933 0.8014843
[180,] 0.0672 1.2724337 0.8017184
[181,] 0.0680 1.2730754 0.8023459
[182,] 0.0693 1.2741191 0.8033748
[183,] 0.0694 1.2741994 0.8034545
[184,] 0.0702 1.2748424 0.8040941
[185,] 0.0747 1.2784691 0.8077866
[186,] 0.0750 1.2787115 0.8080385
[187,] 0.0770 1.2803293 0.8097362
[188,] 0.0783 1.2813826 0.8108569
[189,] 0.0790 1.2819505 0.8114659
[190,] 0.0807 1.2833312 0.8129612
[191,] 0.0814 1.2839005 0.8135836
[192,] 0.0827 1.2849589 0.8147499
[193,] 0.0829 1.2851219 0.8149305
[194,] 0.0835 1.2856110 0.8154743
[195,] 0.0850 1.2868352 0.8168463
[196,] 0.0871 1.2885527 0.8187974
[197,] 0.0879 1.2892080 0.8195499
[198,] 0.0880 1.2892900 0.8196443
[199,] 0.0913 1.2920000 0.8227885
[200,] 0.0935 1.2938124 0.8249143
[201,] 0.0962 1.2960432 0.8275556
[202,] 0.1000 1.2991951 0.8313335
[203,] 0.1011 1.3001102 0.8324403
[204,] 0.1013 1.3002767 0.8326422
[205,] 0.1025 1.3012766 0.8338575
[206,] 0.1058 1.3040339 0.8372361
[207,] 0.1065 1.3046202 0.8379596
[208,] 0.1086 1.3063822 0.8401446
[209,] 0.1109 1.3083173 0.8425624
[210,] 0.1110 1.3084016 0.8426682
[211,] 0.1121 1.3093292 0.8438342
[212,] 0.1123 1.3094979 0.8440469
[213,] 0.1130 1.3100890 0.8447927
[214,] 0.1131 1.3101735 0.8448994
[215,] 0.1146 1.3114421 0.8465064
[216,] 0.1150 1.3117808 0.8469368
[217,] 0.1242 1.3196188 0.8570519
[218,] 0.1246 1.3199617 0.8575011
[219,] 0.1288 1.3235732 0.8622649
[220,] 0.1304 1.3249543 0.8641026
[221,] 0.1330 1.3272048 0.8671222
[222,] 0.1331 1.3272916 0.8672392
[223,] 0.1351 1.3290284 0.8695924
[224,] 0.1361 1.3298986 0.8707786
[225,] 0.1377 1.3312933 0.8726896
[226,] 0.1407 1.3339168 0.8763165
[227,] 0.1441 1.3369034 0.8804960
[228,] 0.1443 1.3370795 0.8807441
[229,] 0.1454 1.3380491 0.8821134
[230,] 0.1508 1.3428309 0.8889467
[231,] 0.1644 1.3550418 0.9069475
[232,] 0.1793 1.3687056 0.9271564
[233,] 0.1814 1.3706557 0.9300183
[234,] 0.1838 1.3728916 0.9332931
[235,] 0.1927 1.3812521 0.9454756
[236,] 0.1978 1.3860919 0.9524635
[237,] 0.2012 1.3893381 0.9570875
[238,] 0.2026 1.3906794 0.9589828
[239,] 0.2056 1.3935624 0.9630279
[240,] 0.2087 1.3965542 0.9671873
[241,] 0.2099 1.3977158 0.9687918
[242,] 0.2385 1.4259626 1.0065327
[243,] 0.2400 1.4274739 1.0085819
[244,] 0.2620 1.4500087 1.0406673
, , n=100
newdata fun 1der
[1,] -0.3064 0.5978660 0.8931336
[2,] -0.2579 0.6415584 0.9110931
[3,] -0.2523 0.6466689 0.9141094
[4,] -0.2394 0.6585106 0.9220822
[5,] -0.2304 0.6668381 0.9286052
[6,] -0.2187 0.6777580 0.9382673
[7,] -0.2181 0.6783211 0.9387988
[8,] -0.2102 0.6857662 0.9461248
[9,] -0.2015 0.6940352 0.9549567
[10,] -0.1881 0.7069323 0.9702427
[11,] -0.1846 0.7103355 0.9744574
[12,] -0.1842 0.7107254 0.9749443
[13,] -0.1831 0.7117986 0.9762888
[14,] -0.1807 0.7141452 0.9792594
[15,] -0.1782 0.7165973 0.9824137
[16,] -0.1754 0.7193531 0.9860193
[17,] -0.1697 0.7249948 0.9935964
[18,] -0.1683 0.7263872 0.9955059
[19,] -0.1663 0.7283810 0.9982657
[20,] -0.1512 0.7436180 1.0201556
[21,] -0.1505 0.7443324 1.0212035
[22,] -0.1419 0.7531704 1.0341272
[23,] -0.1353 0.7600283 1.0440417
[24,] -0.1337 0.7617007 1.0464444
[25,] -0.1285 0.7671625 1.0542510
[26,] -0.1247 0.7711795 1.0599537
[27,] -0.1209 0.7752182 1.0656546
[28,] -0.1167 0.7797071 1.0719536
[29,] -0.1154 0.7811019 1.0739029
[30,] -0.1141 0.7824993 1.0758519
[31,] -0.1138 0.7828221 1.0763017
[32,] -0.1124 0.7843304 1.0784004
[33,] -0.1123 0.7844383 1.0785503
[34,] -0.1121 0.7846540 1.0788501
[35,] -0.1053 0.7920248 1.0890401
[36,] -0.1039 0.7935509 1.0911373
[37,] -0.0988 0.7991352 1.0987752
[38,] -0.0984 0.7995749 1.0993741
[39,] -0.0977 0.8003448 1.1004222
[40,] -0.0955 0.8027693 1.1037157
[41,] -0.0948 0.8035423 1.1047635
[42,] -0.0923 0.8063089 1.1085052
[43,] -0.0909 0.8078623 1.1106002
[44,] -0.0902 0.8086400 1.1116476
[45,] -0.0888 0.8101978 1.1137423
[46,] -0.0871 0.8120933 1.1162854
[47,] -0.0866 0.8126517 1.1170334
[48,] -0.0807 0.8192682 1.1258566
[49,] -0.0806 0.8193808 1.1260061
[50,] -0.0707 0.8306015 1.1408015
[51,] -0.0693 0.8322001 1.1428928
[52,] -0.0680 0.8336871 1.1448345
[53,] -0.0671 0.8347181 1.1461787
[54,] -0.0648 0.8373582 1.1496133
[55,] -0.0644 0.8378182 1.1502105
[56,] -0.0637 0.8386237 1.1512557
[57,] -0.0636 0.8387388 1.1514050
[58,] -0.0606 0.8421998 1.1558835
[59,] -0.0541 0.8497445 1.1655831
[60,] -0.0537 0.8502109 1.1661798
[61,] -0.0520 0.8521956 1.1687157
[62,] -0.0518 0.8524293 1.1690140
[63,] -0.0516 0.8526632 1.1693123
[64,] -0.0514 0.8528971 1.1696106
[65,] -0.0507 0.8537161 1.1706546
[66,] -0.0468 0.8582930 1.1764703
[67,] -0.0467 0.8584107 1.1766194
[68,] -0.0465 0.8586460 1.1769176
[69,] -0.0407 0.8654973 1.1855763
[70,] -0.0378 0.8689417 1.1899363
[71,] -0.0374 0.8694178 1.1905396
[72,] -0.0365 0.8704899 1.1918987
[73,] -0.0361 0.8709668 1.1925035
[74,] -0.0358 0.8713246 1.1929574
[75,] -0.0345 0.8728768 1.1949274
[76,] -0.0339 0.8735940 1.1958382
[77,] -0.0321 0.8757490 1.1985771
[78,] -0.0306 0.8775485 1.2008648
[79,] -0.0302 0.8780290 1.2014746
[80,] -0.0293 0.8791110 1.2028460
[81,] -0.0290 0.8794719 1.2033029
[82,] -0.0262 0.8828471 1.2075628
[83,] -0.0261 0.8829679 1.2077148
[84,] -0.0254 0.8838136 1.2087784
[85,] -0.0244 0.8850232 1.2102968
[86,] -0.0243 0.8851442 1.2104486
[87,] -0.0240 0.8855074 1.2109038
[88,] -0.0206 0.8896332 1.2160567
[89,] -0.0195 0.8909718 1.2177210
[90,] -0.0193 0.8912154 1.2180235
[91,] -0.0191 0.8914590 1.2183259
[92,] -0.0190 0.8915809 1.2184771
[93,] -0.0186 0.8920684 1.2190818
[94,] -0.0153 0.8960996 1.2240729
[95,] -0.0148 0.8967118 1.2248325
[96,] -0.0142 0.8974470 1.2257455
[97,] -0.0117 0.9005161 1.2295667
[98,] -0.0109 0.9015003 1.2307954
[99,] -0.0096 0.9031016 1.2327981
[100,] -0.0088 0.9040883 1.2340342
[101,] -0.0078 0.9053231 1.2355834
[102,] -0.0075 0.9056939 1.2360491
[103,] -0.0073 0.9059411 1.2363597
[104,] -0.0064 0.9070545 1.2377598
[105,] -0.0060 0.9075497 1.2383832
[106,] -0.0052 0.9085409 1.2396322
[107,] -0.0048 0.9090369 1.2402578
[108,] -0.0039 0.9101538 1.2416679
[109,] -0.0024 0.9120180 1.2440261
[110,] -0.0014 0.9132628 1.2456046
[111,] -0.0006 0.9142598 1.2468718
[112,] -0.0001 0.9148835 1.2476658
[113,] 0.0021 0.9176322 1.2511776
[114,] 0.0044 0.9205141 1.2548810
[115,] 0.0056 0.9220212 1.2568262
[116,] 0.0064 0.9230272 1.2581278
[117,] 0.0072 0.9240342 1.2594335
[118,] 0.0080 0.9250422 1.2607430
[119,] 0.0084 0.9255467 1.2613993
[120,] 0.0085 0.9256728 1.2615635
[121,] 0.0099 0.9274406 1.2638691
[122,] 0.0107 0.9284522 1.2651920
[123,] 0.0137 0.9322553 1.2701879
[124,] 0.0159 0.9350538 1.2738868
[125,] 0.0160 0.9351812 1.2740556
[126,] 0.0164 0.9356909 1.2747316
[127,] 0.0170 0.9364561 1.2757474
[128,] 0.0183 0.9381160 1.2779560
[129,] 0.0189 0.9388831 1.2789788
[130,] 0.0190 0.9390110 1.2791495
[131,] 0.0196 0.9397788 1.2801749
[132,] 0.0197 0.9399068 1.2803461
[133,] 0.0207 0.9411880 1.2820606
[134,] 0.0211 0.9417010 1.2827482
[135,] 0.0215 0.9422142 1.2834368
[136,] 0.0224 0.9433700 1.2849896
[137,] 0.0225 0.9434985 1.2851624
[138,] 0.0230 0.9441413 1.2860276
[139,] 0.0233 0.9445272 1.2865474
[140,] 0.0240 0.9454282 1.2877625
[141,] 0.0248 0.9464590 1.2891549
[142,] 0.0250 0.9467168 1.2895036
[143,] 0.0267 0.9489115 1.2924776
[144,] 0.0286 0.9513704 1.2958225
[145,] 0.0293 0.9522779 1.2970605
[146,] 0.0308 0.9542255 1.2997234
[147,] 0.0312 0.9547455 1.3004358
[148,] 0.0316 0.9552658 1.3011493
[149,] 0.0326 0.9565679 1.3029372
[150,] 0.0332 0.9573500 1.3040128
[151,] 0.0339 0.9582632 1.3052701
[152,] 0.0350 0.9597001 1.3072504
[153,] 0.0382 0.9638925 1.3130441
[154,] 0.0396 0.9657326 1.3155942
[155,] 0.0398 0.9659957 1.3159592
[156,] 0.0413 0.9679717 1.3187031
[157,] 0.0415 0.9682355 1.3190698
[158,] 0.0421 0.9690273 1.3201709
[159,] 0.0441 0.9716713 1.3238537
[160,] 0.0443 0.9719361 1.3242230
[161,] 0.0455 0.9735265 1.3264430
[162,] 0.0467 0.9751196 1.3286703
[163,] 0.0468 0.9752525 1.3288563
[164,] 0.0470 0.9755183 1.3292283
[165,] 0.0476 0.9763161 1.3303457
[166,] 0.0491 0.9783138 1.3331471
[167,] 0.0507 0.9804492 1.3361481
[168,] 0.0512 0.9811175 1.3370886
[169,] 0.0525 0.9828573 1.3395399
[170,] 0.0531 0.9836614 1.3406742
[171,] 0.0544 0.9854059 1.3431392
[172,] 0.0546 0.9856745 1.3435197
[173,] 0.0564 0.9880959 1.3469613
[174,] 0.0579 0.9901186 1.3498528
[175,] 0.0623 0.9960768 1.3584575
[176,] 0.0628 0.9967562 1.3594469
[177,] 0.0631 0.9971642 1.3600417
[178,] 0.0648 0.9994791 1.3634282
[179,] 0.0669 1.0023467 1.3676493
[180,] 0.0672 1.0027571 1.3682557
[181,] 0.0680 1.0038524 1.3698753
[182,] 0.0693 1.0056349 1.3725142
[183,] 0.0694 1.0057722 1.3727176
[184,] 0.0702 1.0068710 1.3743462
[185,] 0.0747 1.0130763 1.3835685
[186,] 0.0750 1.0134915 1.3841870
[187,] 0.0770 1.0162640 1.3883222
[188,] 0.0783 1.0180705 1.3910211
[189,] 0.0790 1.0190448 1.3924780
[190,] 0.0807 1.0214150 1.3960265
[191,] 0.0814 1.0223927 1.3974919
[192,] 0.0827 1.0242112 1.4002201
[193,] 0.0829 1.0244913 1.4006406
[194,] 0.0835 1.0253321 1.4019033
[195,] 0.0850 1.0274373 1.4050682
[196,] 0.0871 1.0303926 1.4095184
[197,] 0.0879 1.0315209 1.4112182
[198,] 0.0880 1.0316620 1.4114307
[199,] 0.0913 1.0363313 1.4184493
[200,] 0.0935 1.0394571 1.4231345
[201,] 0.0962 1.0433073 1.4288911
[202,] 0.1000 1.0487525 1.4370054
[203,] 0.1011 1.0503345 1.4393569
[204,] 0.1013 1.0506224 1.4397846
[205,] 0.1025 1.0523517 1.4423516
[206,] 0.1058 1.0571231 1.4494200
[207,] 0.1065 1.0581382 1.4509211
[208,] 0.1086 1.0611899 1.4554281
[209,] 0.1109 1.0645431 1.4603706
[210,] 0.1110 1.0646891 1.4605857
[211,] 0.1121 1.0662971 1.4629520
[212,] 0.1123 1.0665897 1.4633824
[213,] 0.1130 1.0676146 1.4648892
[214,] 0.1131 1.0677611 1.4651045
[215,] 0.1146 1.0699612 1.4683342
[216,] 0.1150 1.0705487 1.4691948
[217,] 0.1242 1.0841560 1.4888860
[218,] 0.1246 1.0847517 1.4897369
[219,] 0.1288 1.0910273 1.4986307
[220,] 0.1304 1.0934278 1.5019992
[221,] 0.1330 1.0973401 1.5074499
[222,] 0.1331 1.0974909 1.5076590
[223,] 0.1351 1.1005104 1.5118284
[224,] 0.1361 1.1020232 1.5138993
[225,] 0.1377 1.1044481 1.5171919
[226,] 0.1407 1.1090089 1.5232964
[227,] 0.1441 1.1141997 1.5301056
[228,] 0.1443 1.1145057 1.5305023
[229,] 0.1454 1.1161905 1.5326753
[230,] 0.1508 1.1244953 1.5431276
[231,] 0.1644 1.1456526 1.5678313
[232,] 0.1793 1.1691984 1.5923294
[233,] 0.1814 1.1725458 1.5956199
[234,] 0.1838 1.1763797 1.5993473
[235,] 0.1927 1.1906749 1.6129986
[236,] 0.1978 1.1989208 1.6206997
[237,] 0.2012 1.2044399 1.6257847
[238,] 0.2026 1.2067174 1.6278671
[239,] 0.2056 1.2116077 1.6323069
[240,] 0.2087 1.2166749 1.6368625
[241,] 0.2099 1.2186402 1.6386167
[242,] 0.2385 1.2660996 1.6804678
[243,] 0.2400 1.2686219 1.6827236
[244,] 0.2620 1.3060129 1.7167421
, , n=150
newdata fun 1der
[1,] -0.3064 7.094805e-01 0.9263860
[2,] -0.2579 7.547001e-01 0.9374598
[3,] -0.2523 7.599526e-01 0.9384210
[4,] -0.2394 7.720711e-01 0.9402724
[5,] -0.2304 7.805370e-01 0.9409535
[6,] -0.2187 4.547268e-05 0.9411233
[7,] -0.2181 4.674042e-05 0.9411233
[8,] -0.2102 6.343235e-05 0.9411233
[9,] -0.2015 8.181460e-05 0.9411233
[10,] -0.1881 8.203461e-01 0.9411233
[11,] -0.1846 8.236400e-01 0.9411233
[12,] -0.1842 8.240164e-01 0.9411233
[13,] -0.1831 8.250517e-01 0.9411233
[14,] -0.1807 8.273103e-01 0.9411233
[15,] -0.1782 8.296631e-01 0.9411233
[16,] -0.1754 8.322983e-01 0.9411233
[17,] -0.1697 8.376627e-01 0.9411233
[18,] -0.1683 8.389803e-01 0.9411233
[19,] -0.1663 8.408625e-01 0.9411233
[20,] -0.1512 8.550734e-01 0.9411233
[21,] -0.1505 8.557322e-01 0.9411233
[22,] -0.1419 8.638259e-01 0.9411233
[23,] -0.1353 8.700373e-01 0.9411233
[24,] -0.1337 8.715431e-01 0.9411233
[25,] -0.1285 8.764368e-01 0.9411233
[26,] -0.1247 8.800131e-01 0.9411233
[27,] -0.1209 8.835894e-01 0.9411233
[28,] -0.1167 8.875421e-01 0.9411233
[29,] -0.1154 8.887655e-01 0.9411233
[30,] -0.1141 8.899890e-01 0.9411233
[31,] -0.1138 8.902713e-01 0.9411233
[32,] -0.1124 8.915889e-01 0.9411233
[33,] -0.1123 8.916830e-01 0.9411233
[34,] -0.1121 8.918712e-01 0.9411233
[35,] -0.1053 8.982709e-01 0.9411233
[36,] -0.1039 8.995884e-01 0.9411233
[37,] -0.0988 9.043881e-01 0.9411233
[38,] -0.0984 9.047646e-01 0.9411233
[39,] -0.0977 9.054234e-01 0.9411233
[40,] -0.0955 9.074939e-01 0.9411233
[41,] -0.0948 9.081526e-01 0.9411233
[42,] -0.0923 9.105054e-01 0.9411233
[43,] -0.0909 9.118230e-01 0.9411233
[44,] -0.0902 9.124818e-01 0.9411233
[45,] -0.0888 9.137994e-01 0.9411233
[46,] -0.0871 9.153993e-01 0.9411233
[47,] -0.0866 9.158699e-01 0.9411233
[48,] -0.0807 9.214224e-01 0.9411233
[49,] -0.0806 9.215165e-01 0.9411233
[50,] -0.0707 9.308337e-01 0.9411233
[51,] -0.0693 9.321512e-01 0.9411233
[52,] -0.0680 9.333747e-01 0.9411233
[53,] -0.0671 9.342217e-01 0.9411233
[54,] -0.0648 9.363863e-01 0.9411233
[55,] -0.0644 9.367627e-01 0.9411233
[56,] -0.0637 9.374215e-01 0.9411233
[57,] -0.0636 9.375156e-01 0.9411233
[58,] -0.0606 9.403390e-01 0.9411233
[59,] -0.0541 9.464563e-01 0.9411233
[60,] -0.0537 9.468327e-01 0.9411233
[61,] -0.0520 9.484326e-01 0.9411233
[62,] -0.0518 9.486208e-01 0.9411233
[63,] -0.0516 9.488091e-01 0.9411233
[64,] -0.0514 9.489973e-01 0.9411233
[65,] -0.0507 9.496561e-01 0.9411233
[66,] -0.0468 9.532726e-01 0.9411927
[67,] -0.0467 9.533667e-01 0.9411966
[68,] -0.0465 9.535549e-01 0.9412047
[69,] -0.0407 9.590150e-01 0.9416259
[70,] -0.0378 9.617462e-01 0.9419711
[71,] -0.0374 9.621230e-01 0.9420257
[72,] -0.0365 9.629708e-01 0.9421550
[73,] -0.0361 9.633477e-01 0.9422152
[74,] -0.0358 9.636304e-01 0.9422615
[75,] -0.0345 9.648555e-01 0.9424731
[76,] -0.0339 9.654210e-01 0.9425769
[77,] -0.0321 9.671179e-01 0.9429112
[78,] -0.0306 9.685325e-01 0.9432163
[79,] -0.0302 9.689098e-01 0.9433017
[80,] -0.0293 9.697589e-01 0.9435001
[81,] -0.0290 9.700419e-01 0.9435681
[82,] -0.0262 9.726849e-01 0.9442496
[83,] -0.0261 9.727793e-01 0.9442755
[84,] -0.0254 9.734403e-01 0.9444597
[85,] -0.0244 9.743849e-01 0.9447319
[86,] -0.0243 9.744794e-01 0.9447597
[87,] -0.0240 9.747628e-01 0.9448437
[88,] -0.0206 9.779770e-01 0.9458636
[89,] -0.0195 9.790177e-01 0.9462199
[90,] -0.0193 9.792069e-01 0.9462861
[91,] -0.0191 9.793962e-01 0.9463527
[92,] -0.0190 9.794908e-01 0.9463862
[93,] -0.0186 9.798694e-01 0.9465211
[94,] -0.0153 9.829948e-01 0.9476994
[95,] -0.0148 9.834687e-01 0.9478881
[96,] -0.0142 9.840375e-01 0.9481180
[97,] -0.0117 9.864091e-01 0.9491173
[98,] -0.0109 9.871685e-01 0.9494512
[99,] -0.0096 9.884031e-01 0.9500083
[100,] -0.0088 9.891633e-01 0.9503602
[101,] -0.0078 9.901139e-01 0.9508095
[102,] -0.0075 9.903991e-01 0.9509464
[103,] -0.0073 9.905893e-01 0.9510382
[104,] -0.0064 9.914454e-01 0.9514566
[105,] -0.0060 9.918261e-01 0.9516453
[106,] -0.0052 9.925875e-01 0.9520279
[107,] -0.0048 9.929684e-01 0.9522217
[108,] -0.0039 9.938256e-01 0.9526641
[109,] -0.0024 9.952551e-01 0.9534206
[110,] -0.0014 9.962088e-01 0.9539383
[111,] -0.0006 9.969721e-01 0.9543601
[112,] -0.0001 9.974494e-01 0.9546272
[113,] 0.0021 9.995509e-01 0.9558342
[114,] 0.0044 1.001805e+00 0.9571512
[115,] 0.0056 1.002954e+00 0.9578606
[116,] 0.0064 1.003720e+00 0.9583419
[117,] 0.0072 1.004487e+00 0.9588300
[118,] 0.0080 1.005254e+00 0.9593248
[119,] 0.0084 1.005638e+00 0.9595748
[120,] 0.0085 1.005734e+00 0.9596375
[121,] 0.0099 1.007078e+00 0.9605271
[122,] 0.0107 1.007847e+00 0.9610447
[123,] 0.0137 1.010733e+00 0.9630456
[124,] 0.0159 1.012853e+00 0.9645733
[125,] 0.0160 1.012950e+00 0.9646440
[126,] 0.0164 1.013335e+00 0.9649276
[127,] 0.0170 1.013915e+00 0.9653563
[128,] 0.0183 1.015170e+00 0.9662980
[129,] 0.0189 1.015750e+00 0.9667387
[130,] 0.0190 1.015847e+00 0.9668125
[131,] 0.0196 1.016427e+00 0.9672576
[132,] 0.0197 1.016524e+00 0.9673321
[133,] 0.0207 1.017491e+00 0.9680834
[134,] 0.0211 1.017879e+00 0.9683869
[135,] 0.0215 1.018266e+00 0.9686920
[136,] 0.0224 1.019138e+00 0.9693848
[137,] 0.0225 1.019235e+00 0.9694623
[138,] 0.0230 1.019720e+00 0.9698514
[139,] 0.0233 1.020011e+00 0.9700861
[140,] 0.0240 1.020690e+00 0.9706371
[141,] 0.0248 1.021467e+00 0.9712718
[142,] 0.0250 1.021661e+00 0.9714313
[143,] 0.0267 1.023314e+00 0.9727963
[144,] 0.0286 1.025164e+00 0.9743348
[145,] 0.0293 1.025846e+00 0.9749051
[146,] 0.0308 1.027309e+00 0.9761324
[147,] 0.0312 1.027700e+00 0.9764605
[148,] 0.0316 1.028090e+00 0.9767890
[149,] 0.0326 1.029067e+00 0.9776117
[150,] 0.0332 1.029654e+00 0.9781064
[151,] 0.0339 1.030339e+00 0.9786845
[152,] 0.0350 1.031416e+00 0.9795951
[153,] 0.0382 1.034555e+00 0.9822589
[154,] 0.0396 1.035931e+00 0.9834313
[155,] 0.0398 1.036128e+00 0.9835991
[156,] 0.0413 1.037604e+00 0.9848606
[157,] 0.0415 1.037801e+00 0.9850291
[158,] 0.0421 1.038392e+00 0.9855353
[159,] 0.0441 1.040365e+00 0.9872282
[160,] 0.0443 1.040562e+00 0.9873980
[161,] 0.0455 1.041748e+00 0.9884183
[162,] 0.0467 1.042935e+00 0.9894418
[163,] 0.0468 1.043034e+00 0.9895273
[164,] 0.0470 1.043232e+00 0.9896982
[165,] 0.0476 1.043825e+00 0.9902115
[166,] 0.0491 1.045312e+00 0.9914981
[167,] 0.0507 1.046899e+00 0.9928766
[168,] 0.0512 1.047396e+00 0.9933094
[169,] 0.0525 1.048688e+00 0.9944397
[170,] 0.0531 1.049285e+00 0.9949639
[171,] 0.0544 1.050579e+00 0.9961050
[172,] 0.0546 1.050778e+00 0.9962812
[173,] 0.0564 1.052573e+00 0.9978748
[174,] 0.0579 1.054071e+00 0.9992135
[175,] 0.0623 1.058476e+00 1.0031989
[176,] 0.0628 1.058978e+00 1.0036581
[177,] 0.0631 1.059279e+00 1.0039344
[178,] 0.0648 1.060987e+00 1.0055092
[179,] 0.0669 1.063100e+00 1.0074769
[180,] 0.0672 1.063403e+00 1.0077600
[181,] 0.0680 1.064209e+00 1.0085175
[182,] 0.0693 1.065521e+00 1.0097559
[183,] 0.0694 1.065622e+00 1.0098516
[184,] 0.0702 1.066430e+00 1.0106189
[185,] 0.0747 1.070988e+00 1.0150016
[186,] 0.0750 1.071292e+00 1.0152978
[187,] 0.0770 1.073325e+00 1.0172855
[188,] 0.0783 1.074648e+00 1.0185905
[189,] 0.0790 1.075361e+00 1.0192976
[190,] 0.0807 1.077096e+00 1.0210277
[191,] 0.0814 1.077811e+00 1.0217454
[192,] 0.0827 1.079140e+00 1.0230865
[193,] 0.0829 1.079344e+00 1.0232938
[194,] 0.0835 1.079959e+00 1.0239171
[195,] 0.0850 1.081496e+00 1.0254852
[196,] 0.0871 1.083651e+00 1.0277045
[197,] 0.0879 1.084474e+00 1.0285573
[198,] 0.0880 1.084577e+00 1.0286641
[199,] 0.0913 1.087977e+00 1.0322264
[200,] 0.0935 1.090251e+00 1.0346394
[201,] 0.0962 1.093048e+00 1.0376424
[202,] 0.1000 1.096999e+00 1.0419473
[203,] 0.1011 1.098146e+00 1.0432116
[204,] 0.1013 1.098355e+00 1.0434423
[205,] 0.1025 1.099608e+00 1.0448327
[206,] 0.1058 1.103062e+00 1.0487077
[207,] 0.1065 1.103797e+00 1.0495393
[208,] 0.1086 1.106003e+00 1.0520546
[209,] 0.1109 1.108426e+00 1.0548445
[210,] 0.1110 1.108532e+00 1.0549666
[211,] 0.1121 1.109693e+00 1.0563146
[212,] 0.1123 1.109904e+00 1.0565606
[213,] 0.1130 1.110644e+00 1.0574237
[214,] 0.1131 1.110750e+00 1.0575473
[215,] 0.1146 1.112338e+00 1.0594094
[216,] 0.1150 1.112761e+00 1.0599085
[217,] 0.1242 1.122566e+00 1.0716952
[218,] 0.1246 1.122995e+00 1.0722209
[219,] 0.1288 1.127510e+00 1.0778043
[220,] 0.1304 1.129236e+00 1.0799596
[221,] 0.1330 1.132049e+00 1.0834951
[222,] 0.1331 1.132157e+00 1.0836319
[223,] 0.1351 1.134327e+00 1.0863804
[224,] 0.1361 1.135414e+00 1.0877638
[225,] 0.1377 1.137156e+00 1.0899897
[226,] 0.1407 1.140433e+00 1.0941942
[227,] 0.1441 1.144161e+00 1.0989883
[228,] 0.1443 1.144381e+00 1.0992712
[229,] 0.1454 1.145591e+00 1.1008292
[230,] 0.1508 1.151556e+00 1.1085237
[231,] 0.1644 1.166765e+00 1.1282386
[232,] 0.1793 1.183743e+00 1.1509883
[233,] 0.1814 1.186164e+00 1.1543469
[234,] 0.1838 1.188939e+00 1.1582313
[235,] 0.1927 1.199313e+00 1.1730639
[236,] 0.1978 1.205318e+00 1.1818674
[237,] 0.2012 1.209346e+00 1.1878594
[238,] 0.2026 1.211011e+00 1.1903553
[239,] 0.2056 1.214590e+00 1.1957599
[240,] 0.2087 1.218306e+00 1.2014251
[241,] 0.2099 1.219749e+00 1.2036400
[242,] 0.2385 1.254942e+00 1.2570180
[243,] 0.2400 1.256830e+00 1.2596722
[244,] 0.2620 1.284945e+00 1.2952023
, , n=220
newdata fun 1der
[1,] -0.3064 7.654150e-01 0.7146409
[2,] -0.2579 8.006118e-01 0.7322178
[3,] -0.2523 8.047147e-01 0.7330854
[4,] -0.2394 8.141836e-01 0.7349772
[5,] -0.2304 8.208043e-01 0.7362759
[6,] -0.2187 8.294288e-01 0.7380438
[7,] -0.2181 8.298716e-01 0.7381434
[8,] -0.2102 8.357084e-01 0.7395376
[9,] -0.2015 8.421497e-01 0.7412498
[10,] -0.1881 8.521020e-01 0.7442434
[11,] -0.1846 8.547083e-01 0.7450823
[12,] -0.1842 8.550064e-01 0.7451794
[13,] -0.1831 8.558262e-01 0.7454477
[14,] -0.1807 8.576160e-01 0.7460397
[15,] -0.1782 8.594819e-01 0.7466660
[16,] -0.1754 8.615735e-01 0.7473790
[17,] -0.1697 8.658378e-01 0.7488686
[18,] -0.1683 8.668865e-01 0.7492423
[19,] -0.1663 8.683855e-01 0.7497814
[20,] -0.1512 8.797390e-01 0.7540637
[21,] -0.1505 8.802670e-01 0.7542740
[22,] -0.1419 8.867651e-01 0.7569348
[23,] -0.1353 8.917678e-01 0.7590548
[24,] -0.1337 8.929827e-01 0.7595788
[25,] -0.1285 8.969370e-01 0.7613091
[26,] -0.1247 8.998324e-01 0.7625999
[27,] -0.1209 9.027328e-01 0.7639129
[28,] -0.1167 9.059443e-01 0.7653900
[29,] -0.1154 9.069396e-01 0.7658517
[30,] -0.1141 9.079355e-01 0.7663069
[31,] -0.1138 9.081654e-01 0.7664108
[32,] -0.1124 9.092387e-01 0.7668902
[33,] -0.1123 9.093154e-01 0.7669241
[34,] -0.1121 9.094688e-01 0.7669918
[35,] -0.1053 9.146920e-01 0.7692346
[36,] -0.1039 9.157693e-01 0.7696837
[37,] -0.0988 9.196988e-01 0.7712811
[38,] -0.0984 9.200073e-01 0.7714033
[39,] -0.0977 9.205474e-01 0.7716157
[40,] -0.0955 9.222457e-01 0.7722715
[41,] -0.0948 9.227863e-01 0.7724764
[42,] -0.0923 9.247184e-01 0.7731934
[43,] -0.0909 9.258012e-01 0.7735848
[44,] -0.0902 9.263427e-01 0.7737778
[45,] -0.0888 9.274263e-01 0.7741558
[46,] -0.0871 9.287427e-01 0.7745993
[47,] -0.0866 9.291301e-01 0.7747253
[48,] -0.0807 9.337050e-01 0.7760735
[49,] -0.0806 9.337826e-01 0.7760948
[50,] -0.0707 9.414750e-01 0.7777842
[51,] -0.0693 9.425640e-01 0.7779560
[52,] -0.0680 9.435755e-01 0.7781004
[53,] -0.0671 9.442758e-01 0.7781916
[54,] -0.0648 9.460659e-01 0.7783917
[55,] -0.0644 9.463772e-01 0.7784217
[56,] -0.0637 9.469222e-01 0.7784708
[57,] -0.0636 9.470000e-01 0.7784774
[58,] -0.0606 9.493357e-01 0.7786353
[59,] -0.0541 6.776521e-06 0.7787213
[60,] -0.0537 7.041513e-06 0.7787213
[61,] -0.0520 8.167727e-06 0.7787213
[62,] -0.0518 8.300223e-06 0.7787213
[63,] -0.0516 8.432719e-06 0.7787213
[64,] -0.0514 8.565214e-06 0.7787213
[65,] -0.0507 9.028950e-06 0.7787213
[66,] -0.0468 1.161262e-05 0.7787213
[67,] -0.0467 1.167887e-05 0.7787213
[68,] -0.0465 1.181136e-05 0.7787213
[69,] -0.0407 9.648321e-01 0.7787213
[70,] -0.0378 9.670904e-01 0.7787213
[71,] -0.0374 9.674019e-01 0.7787213
[72,] -0.0365 9.681027e-01 0.7787213
[73,] -0.0361 9.684142e-01 0.7787213
[74,] -0.0358 9.686479e-01 0.7787213
[75,] -0.0345 9.696602e-01 0.7787213
[76,] -0.0339 9.701274e-01 0.7787213
[77,] -0.0321 9.715291e-01 0.7787213
[78,] -0.0306 9.726972e-01 0.7787213
[79,] -0.0302 9.730087e-01 0.7787213
[80,] -0.0293 9.737095e-01 0.7787213
[81,] -0.0290 9.739432e-01 0.7787213
[82,] -0.0262 9.761236e-01 0.7787213
[83,] -0.0261 9.762014e-01 0.7787213
[84,] -0.0254 9.767466e-01 0.7787213
[85,] -0.0244 9.775253e-01 0.7787213
[86,] -0.0243 9.776031e-01 0.7787213
[87,] -0.0240 9.778368e-01 0.7787213
[88,] -0.0206 9.804844e-01 0.7787213
[89,] -0.0195 9.813410e-01 0.7787213
[90,] -0.0193 9.814968e-01 0.7787213
[91,] -0.0191 9.816525e-01 0.7787213
[92,] -0.0190 9.817304e-01 0.7787213
[93,] -0.0186 9.820419e-01 0.7787213
[94,] -0.0153 9.846116e-01 0.7787213
[95,] -0.0148 9.850010e-01 0.7787213
[96,] -0.0142 9.854682e-01 0.7787213
[97,] -0.0117 9.874150e-01 0.7787213
[98,] -0.0109 9.880380e-01 0.7787213
[99,] -0.0096 9.890504e-01 0.7787213
[100,] -0.0088 9.896733e-01 0.7787213
[101,] -0.0078 9.904520e-01 0.7787213
[102,] -0.0075 9.906857e-01 0.7787213
[103,] -0.0073 9.908414e-01 0.7787213
[104,] -0.0064 9.915423e-01 0.7787213
[105,] -0.0060 9.918537e-01 0.7787213
[106,] -0.0052 9.924767e-01 0.7787213
[107,] -0.0048 9.927882e-01 0.7787213
[108,] -0.0039 9.934891e-01 0.7787213
[109,] -0.0024 9.946571e-01 0.7787213
[110,] -0.0014 9.954359e-01 0.7787213
[111,] -0.0006 9.960588e-01 0.7787213
[112,] -0.0001 9.964482e-01 0.7787213
[113,] 0.0021 9.981614e-01 0.7787213
[114,] 0.0044 9.999524e-01 0.7787213
[115,] 0.0056 1.000887e+00 0.7787213
[116,] 0.0064 1.001510e+00 0.7787213
[117,] 0.0072 1.002133e+00 0.7787213
[118,] 0.0080 1.002756e+00 0.7787213
[119,] 0.0084 1.003067e+00 0.7787213
[120,] 0.0085 1.003145e+00 0.7787213
[121,] 0.0099 1.004235e+00 0.7787213
[122,] 0.0107 1.004858e+00 0.7787213
[123,] 0.0137 1.007195e+00 0.7787213
[124,] 0.0159 1.008908e+00 0.7787213
[125,] 0.0160 1.008986e+00 0.7787213
[126,] 0.0164 1.009297e+00 0.7787213
[127,] 0.0170 1.009764e+00 0.7787213
[128,] 0.0183 1.010777e+00 0.7787213
[129,] 0.0189 1.011244e+00 0.7787213
[130,] 0.0190 1.011322e+00 0.7787213
[131,] 0.0196 1.011789e+00 0.7787213
[132,] 0.0197 1.011867e+00 0.7787213
[133,] 0.0207 1.012646e+00 0.7787213
[134,] 0.0211 1.012957e+00 0.7787213
[135,] 0.0215 1.013269e+00 0.7787213
[136,] 0.0224 1.013969e+00 0.7787213
[137,] 0.0225 1.014047e+00 0.7787213
[138,] 0.0230 1.014437e+00 0.7787213
[139,] 0.0233 1.014670e+00 0.7787213
[140,] 0.0240 1.015215e+00 0.7787213
[141,] 0.0248 1.015838e+00 0.7787213
[142,] 0.0250 1.015994e+00 0.7787213
[143,] 0.0267 1.017318e+00 0.7787213
[144,] 0.0286 1.018798e+00 0.7787213
[145,] 0.0293 1.019343e+00 0.7787213
[146,] 0.0308 1.020511e+00 0.7787213
[147,] 0.0312 1.020822e+00 0.7787213
[148,] 0.0316 1.021134e+00 0.7787213
[149,] 0.0326 1.021912e+00 0.7787213
[150,] 0.0332 1.022380e+00 0.7787213
[151,] 0.0339 1.022925e+00 0.7787213
[152,] 0.0350 1.023781e+00 0.7787213
[153,] 0.0382 1.026273e+00 0.7787213
[154,] 0.0396 1.027363e+00 0.7787213
[155,] 0.0398 1.027519e+00 0.7787213
[156,] 0.0413 1.028687e+00 0.7787213
[157,] 0.0415 1.028843e+00 0.7787213
[158,] 0.0421 1.029310e+00 0.7787213
[159,] 0.0441 1.030868e+00 0.7787213
[160,] 0.0443 1.031023e+00 0.7787213
[161,] 0.0455 1.031958e+00 0.7787213
[162,] 0.0467 1.032892e+00 0.7787213
[163,] 0.0468 1.032970e+00 0.7787213
[164,] 0.0470 1.033126e+00 0.7787213
[165,] 0.0476 1.033593e+00 0.7787213
[166,] 0.0491 1.034761e+00 0.7787213
[167,] 0.0507 1.036007e+00 0.7787213
[168,] 0.0512 1.036397e+00 0.7787213
[169,] 0.0525 1.037409e+00 0.7787213
[170,] 0.0531 1.037876e+00 0.7787213
[171,] 0.0544 1.038889e+00 0.7787213
[172,] 0.0546 1.039044e+00 0.7787213
[173,] 0.0564 1.040446e+00 0.7787213
[174,] 0.0579 1.041614e+00 0.7787213
[175,] 0.0623 1.045040e+00 0.7787213
[176,] 0.0628 1.045430e+00 0.7787213
[177,] 0.0631 1.045663e+00 0.7787213
[178,] 0.0648 1.046987e+00 0.7787213
[179,] 0.0669 1.048623e+00 0.7787213
[180,] 0.0672 1.048856e+00 0.7787213
[181,] 0.0680 1.049479e+00 0.7787213
[182,] 0.0693 1.050491e+00 0.7787213
[183,] 0.0694 1.050569e+00 0.7787213
[184,] 0.0702 1.051192e+00 0.7787213
[185,] 0.0747 1.054697e+00 0.7787213
[186,] 0.0750 1.054930e+00 0.7787213
[187,] 0.0770 1.056488e+00 0.7787213
[188,] 0.0783 1.057500e+00 0.7787213
[189,] 0.0790 1.058045e+00 0.7787213
[190,] 0.0807 1.059369e+00 0.7787213
[191,] 0.0814 1.059914e+00 0.7787213
[192,] 0.0827 1.060926e+00 0.7787213
[193,] 0.0829 1.061082e+00 0.7787213
[194,] 0.0835 1.061549e+00 0.7787213
[195,] 0.0850 1.062717e+00 0.7787213
[196,] 0.0871 1.064353e+00 0.7787213
[197,] 0.0879 1.064976e+00 0.7787213
[198,] 0.0880 1.065054e+00 0.7787213
[199,] 0.0913 1.067623e+00 0.7787213
[200,] 0.0935 1.069337e+00 0.7787213
[201,] 0.0962 1.071439e+00 0.7787213
[202,] 0.1000 1.074398e+00 0.7787213
[203,] 0.1011 1.075255e+00 0.7787213
[204,] 0.1013 1.075411e+00 0.7787213
[205,] 0.1025 1.076345e+00 0.7787213
[206,] 0.1058 1.078915e+00 0.7787213
[207,] 0.1065 1.079460e+00 0.7787213
[208,] 0.1086 1.081095e+00 0.7787213
[209,] 0.1109 1.082886e+00 0.7787213
[210,] 0.1110 1.082964e+00 0.7787213
[211,] 0.1121 1.083821e+00 0.7787213
[212,] 0.1123 1.083976e+00 0.7787213
[213,] 0.1130 1.084522e+00 0.7787213
[214,] 0.1131 1.084599e+00 0.7787213
[215,] 0.1146 1.085768e+00 0.7787213
[216,] 0.1150 1.086079e+00 0.7787213
[217,] 0.1242 1.093243e+00 0.7787213
[218,] 0.1246 1.093555e+00 0.7787213
[219,] 0.1288 1.096825e+00 0.7787213
[220,] 0.1304 1.098071e+00 0.7787213
[221,] 0.1330 1.100096e+00 0.7787213
[222,] 0.1331 1.100174e+00 0.7787213
[223,] 0.1351 1.101731e+00 0.7787213
[224,] 0.1361 1.102510e+00 0.7787213
[225,] 0.1377 1.103756e+00 0.7787213
[226,] 0.1407 1.106092e+00 0.7787213
[227,] 0.1441 1.108740e+00 0.7787213
[228,] 0.1443 1.108896e+00 0.7787213
[229,] 0.1454 1.109752e+00 0.7787213
[230,] 0.1508 1.113957e+00 0.7787213
[231,] 0.1644 1.124548e+00 0.7787213
[232,] 0.1793 1.136154e+00 0.7794213
[233,] 0.1814 1.137791e+00 0.7797070
[234,] 0.1838 1.139662e+00 0.7800982
[235,] 0.1927 1.146614e+00 0.7821683
[236,] 0.1978 1.150607e+00 0.7838392
[237,] 0.2012 1.153274e+00 0.7851201
[238,] 0.2026 1.154374e+00 0.7856812
[239,] 0.2056 1.156733e+00 0.7869496
[240,] 0.2087 1.159174e+00 0.7883550
[241,] 0.2099 1.160121e+00 0.7889248
[242,] 0.2385 1.182920e+00 0.8068318
[243,] 0.2400 1.184131e+00 0.8080169
[244,] 0.2620 1.202121e+00 0.8282567
, , n=340
newdata fun 1der
[1,] -0.3064 0.7257797 0.9752796
[2,] -0.2579 0.7745600 1.0256942
[3,] -0.2523 0.7803087 1.0272583
[4,] -0.2394 0.7935685 1.0280719
[5,] -0.2304 0.8028211 1.0280719
[6,] -0.2187 0.8148496 1.0280719
[7,] -0.2181 0.8154664 1.0280719
[8,] -0.2102 0.8235882 1.0280719
[9,] -0.2015 0.8325324 1.0280719
[10,] -0.1881 0.8463085 1.0280719
[11,] -0.1846 0.8499068 1.0280719
[12,] -0.1842 0.8503180 1.0280719
[13,] -0.1831 0.8514489 1.0280719
[14,] -0.1807 0.8539163 1.0280719
[15,] -0.1782 0.8564865 1.0280719
[16,] -0.1754 0.8593651 1.0280719
[17,] -0.1697 0.8652251 1.0280719
[18,] -0.1683 0.8666644 1.0280719
[19,] -0.1663 0.8687205 1.0280719
[20,] -0.1512 0.8842444 1.0280719
[21,] -0.1505 0.8849640 1.0280719
[22,] -0.1419 0.8938054 1.0280719
[23,] -0.1353 0.9005907 1.0280719
[24,] -0.1337 0.9022356 1.0280719
[25,] -0.1285 0.9075816 1.0280719
[26,] -0.1247 0.9114883 1.0280719
[27,] -0.1209 0.9153949 1.0280719
[28,] -0.1167 0.9197128 1.0280719
[29,] -0.1154 0.9210493 1.0280719
[30,] -0.1141 0.9223858 1.0280719
[31,] -0.1138 0.9226942 1.0280719
[32,] -0.1124 0.9241335 1.0280719
[33,] -0.1123 0.9242364 1.0280719
[34,] -0.1121 0.9244420 1.0280719
[35,] -0.1053 0.9314328 1.0280719
[36,] -0.1039 0.9328721 1.0280719
[37,] -0.0988 0.9381153 1.0280719
[38,] -0.0984 0.9385265 1.0280719
[39,] -0.0977 0.9392462 1.0280719
[40,] -0.0955 0.9415079 1.0280719
[41,] -0.0948 0.9422276 1.0280719
[42,] -0.0923 0.9447978 1.0280719
[43,] -0.0909 0.9462371 1.0280719
[44,] -0.0902 0.9469567 1.0280719
[45,] -0.0888 0.9483960 1.0280719
[46,] -0.0871 0.9501437 1.0280719
[47,] -0.0866 0.9506578 1.0280719
[48,] -0.0807 0.9567234 1.0280719
[49,] -0.0806 0.9568262 1.0280719
[50,] -0.0707 0.9670041 1.0280719
[51,] -0.0693 0.9684434 1.0280719
[52,] -0.0680 0.9697799 1.0280719
[53,] -0.0671 0.9707052 1.0280719
[54,] -0.0648 0.9730697 1.0280719
[55,] -0.0644 0.9734810 1.0280719
[56,] -0.0637 0.9742006 1.0280719
[57,] -0.0636 0.9743034 1.0280719
[58,] -0.0606 0.9773876 1.0280719
[59,] -0.0541 0.9840701 1.0280719
[60,] -0.0537 0.9844813 1.0280719
[61,] -0.0520 0.9862290 1.0280719
[62,] -0.0518 0.9864347 1.0280719
[63,] -0.0516 0.9866403 1.0280719
[64,] -0.0514 0.9868459 1.0280719
[65,] -0.0507 0.9875655 1.0280719
[66,] -0.0468 0.9915750 1.0280719
[67,] -0.0467 0.9916778 1.0280719
[68,] -0.0465 0.9918834 1.0280719
[69,] -0.0407 0.9978463 1.0280719
[70,] -0.0378 1.0008277 1.0280719
[71,] -0.0374 1.0012389 1.0280719
[72,] -0.0365 1.0021642 1.0280719
[73,] -0.0361 1.0025754 1.0280719
[74,] -0.0358 1.0028838 1.0280719
[75,] -0.0345 1.0042203 1.0280719
[76,] -0.0339 1.0048371 1.0280719
[77,] -0.0321 1.0066877 1.0280719
[78,] -0.0306 1.0082298 1.0280719
[79,] -0.0302 1.0086410 1.0280719
[80,] -0.0293 1.0095663 1.0280719
[81,] -0.0290 1.0098747 1.0280719
[82,] -0.0262 1.0127533 1.0280719
[83,] -0.0261 1.0128561 1.0280719
[84,] -0.0254 1.0135758 1.0280719
[85,] -0.0244 1.0146038 1.0280719
[86,] -0.0243 1.0147066 1.0280719
[87,] -0.0240 1.0150150 1.0280719
[88,] -0.0206 1.0185105 1.0280719
[89,] -0.0195 1.0196414 1.0280719
[90,] -0.0193 1.0198470 1.0280719
[91,] -0.0191 1.0200526 1.0280719
[92,] -0.0190 1.0201554 1.0280719
[93,] -0.0186 1.0205666 1.0280719
[94,] -0.0153 1.0239593 1.0280719
[95,] -0.0148 1.0244733 1.0280719
[96,] -0.0142 1.0250901 1.0280719
[97,] -0.0117 1.0276603 1.0280719
[98,] -0.0109 1.0284828 1.0280719
[99,] -0.0096 1.0298193 1.0280719
[100,] -0.0088 1.0306417 1.0280719
[101,] -0.0078 1.0316698 1.0280719
[102,] -0.0075 1.0319782 1.0280719
[103,] -0.0073 1.0321838 1.0280719
[104,] -0.0064 1.0331091 1.0280719
[105,] -0.0060 1.0335203 1.0280719
[106,] -0.0052 1.0343428 1.0280719
[107,] -0.0048 1.0347540 1.0280719
[108,] -0.0039 1.0356793 1.0280719
[109,] -0.0024 1.0372214 1.0280719
[110,] -0.0014 1.0382495 1.0280719
[111,] -0.0006 1.0390719 1.0280719
[112,] -0.0001 1.0395860 1.0280719
[113,] 0.0021 1.0418477 1.0280719
[114,] 0.0044 1.0442123 1.0280719
[115,] 0.0056 1.0454460 1.0280719
[116,] 0.0064 1.0462684 1.0280719
[117,] 0.0072 1.0470909 1.0280719
[118,] 0.0080 1.0479133 1.0280719
[119,] 0.0084 1.0483246 1.0280719
[120,] 0.0085 1.0484274 1.0280719
[121,] 0.0099 1.0498667 1.0280719
[122,] 0.0107 1.0506891 1.0280719
[123,] 0.0137 1.0537733 1.0280719
[124,] 0.0159 1.0560351 1.0280719
[125,] 0.0160 1.0561379 1.0280719
[126,] 0.0164 1.0565491 1.0280719
[127,] 0.0170 1.0571660 1.0280719
[128,] 0.0183 1.0585025 1.0280719
[129,] 0.0189 1.0591193 1.0280719
[130,] 0.0190 1.0592221 1.0280719
[131,] 0.0196 1.0598389 1.0280719
[132,] 0.0197 1.0599418 1.0280719
[133,] 0.0207 1.0609698 1.0280719
[134,] 0.0211 1.0613811 1.0280719
[135,] 0.0215 1.0617923 1.0280719
[136,] 0.0224 1.0627176 1.0280719
[137,] 0.0225 1.0628204 1.0280719
[138,] 0.0230 1.0633344 1.0280719
[139,] 0.0233 1.0636428 1.0280719
[140,] 0.0240 1.0643625 1.0280719
[141,] 0.0248 1.0651849 1.0280719
[142,] 0.0250 1.0653905 1.0280719
[143,] 0.0267 1.0671383 1.0280719
[144,] 0.0286 1.0690916 1.0280719
[145,] 0.0293 1.0698112 1.0280719
[146,] 0.0308 1.0713534 1.0280719
[147,] 0.0312 1.0717646 1.0280719
[148,] 0.0316 1.0721758 1.0280719
[149,] 0.0326 1.0732039 1.0280719
[150,] 0.0332 1.0738207 1.0280719
[151,] 0.0339 1.0745404 1.0280719
[152,] 0.0350 1.0756713 1.0280719
[153,] 0.0382 1.0789611 1.0280719
[154,] 0.0396 1.0804004 1.0280719
[155,] 0.0398 1.0806060 1.0280719
[156,] 0.0413 1.0821481 1.0280719
[157,] 0.0415 1.0823537 1.0280719
[158,] 0.0421 1.0829706 1.0280719
[159,] 0.0441 1.0850267 1.0280719
[160,] 0.0443 1.0852323 1.0280719
[161,] 0.0455 1.0864660 1.0280719
[162,] 0.0467 1.0876997 1.0280719
[163,] 0.0468 1.0878025 1.0280719
[164,] 0.0470 1.0880081 1.0280719
[165,] 0.0476 1.0886249 1.0280719
[166,] 0.0491 1.0901671 1.0280719
[167,] 0.0507 1.0918120 1.0280719
[168,] 0.0512 1.0923260 1.0280719
[169,] 0.0525 1.0936625 1.0280719
[170,] 0.0531 1.0942793 1.0280719
[171,] 0.0544 1.0956158 1.0280719
[172,] 0.0546 1.0958214 1.0280719
[173,] 0.0564 1.0976720 1.0280719
[174,] 0.0579 1.0992141 1.0280719
[175,] 0.0623 1.1037376 1.0280719
[176,] 0.0628 1.1042516 1.0280719
[177,] 0.0631 1.1045601 1.0280719
[178,] 0.0648 1.1063078 1.0280719
[179,] 0.0669 1.1084667 1.0280719
[180,] 0.0672 1.1087751 1.0280719
[181,] 0.0680 1.1095976 1.0280719
[182,] 0.0693 1.1109341 1.0280719
[183,] 0.0694 1.1110369 1.0280719
[184,] 0.0702 1.1118594 1.0280719
[185,] 0.0747 1.1164857 1.0280719
[186,] 0.0750 1.1167941 1.0280719
[187,] 0.0770 1.1188502 1.0280719
[188,] 0.0783 1.1201867 1.0280719
[189,] 0.0790 1.1209064 1.0280719
[190,] 0.0807 1.1226541 1.0280719
[191,] 0.0814 1.1233738 1.0280719
[192,] 0.0827 1.1247102 1.0280719
[193,] 0.0829 1.1249159 1.0280719
[194,] 0.0835 1.1255327 1.0280719
[195,] 0.0850 1.1270748 1.0280719
[196,] 0.0871 1.1292338 1.0280719
[197,] 0.0879 1.1300562 1.0280719
[198,] 0.0880 1.1301590 1.0280719
[199,] 0.0913 1.1335517 1.0280719
[200,] 0.0935 1.1358134 1.0280719
[201,] 0.0962 1.1385892 1.0280719
[202,] 0.1000 1.1424959 1.0280719
[203,] 0.1011 1.1436268 1.0280719
[204,] 0.1013 1.1438324 1.0280719
[205,] 0.1025 1.1450661 1.0280719
[206,] 0.1058 1.1484587 1.0280719
[207,] 0.1065 1.1491784 1.0280719
[208,] 0.1086 1.1513373 1.0280719
[209,] 0.1109 1.1537019 1.0280719
[210,] 0.1110 1.1538047 1.0280719
[211,] 0.1121 1.1549355 1.0280719
[212,] 0.1123 1.1551412 1.0280719
[213,] 0.1130 1.1558608 1.0280719
[214,] 0.1131 1.1559636 1.0280719
[215,] 0.1146 1.1575057 1.0280719
[216,] 0.1150 1.1579169 1.0280719
[217,] 0.1242 1.1673752 1.0280719
[218,] 0.1246 1.1677864 1.0280719
[219,] 0.1288 1.1721043 1.0280719
[220,] 0.1304 1.1737492 1.0280719
[221,] 0.1330 1.1764222 1.0280719
[222,] 0.1331 1.1765250 1.0280719
[223,] 0.1351 1.1785812 1.0280719
[224,] 0.1361 1.1796093 1.0280719
[225,] 0.1377 1.1812542 1.0280719
[226,] 0.1407 1.1843384 1.0280719
[227,] 0.1441 1.1878338 1.0280719
[228,] 0.1443 1.1880394 1.0280719
[229,] 0.1454 1.1891703 1.0280719
[230,] 0.1508 1.1947219 1.0280719
[231,] 0.1644 1.2087037 1.0280719
[232,] 0.1793 1.2240219 1.0280719
[233,] 0.1814 1.2261809 1.0280719
[234,] 0.1838 1.2286482 1.0280719
[235,] 0.1927 1.2377924 1.0281521
[236,] 0.1978 1.2430366 1.0284596
[237,] 0.2012 1.2465397 1.0287817
[238,] 0.2026 1.2479801 1.0289341
[239,] 0.2056 1.2510674 1.0292988
[240,] 0.2087 1.2542589 1.0297305
[241,] 0.2099 1.2554947 1.0299136
[242,] 0.2385 1.2850725 1.0408816
[243,] 0.2400 1.2866345 1.0418934
[244,] 0.2620 1.3097589 1.0618309
, , n=510
newdata fun 1der
[1,] -0.3064 0.7882922 0.5490824
[2,] -0.2579 0.8149227 0.5490824
[3,] -0.2523 0.8179975 0.5490824
[4,] -0.2394 0.8250807 0.5490824
[5,] -0.2304 0.8300224 0.5490824
[6,] -0.2187 0.8364467 0.5490824
[7,] -0.2181 0.8367761 0.5490824
[8,] -0.2102 0.8411139 0.5490824
[9,] -0.2015 0.8458909 0.5490824
[10,] -0.1881 0.8532486 0.5490824
[11,] -0.1846 0.8551704 0.5490824
[12,] -0.1842 0.8553900 0.5490824
[13,] -0.1831 0.8559940 0.5490824
[14,] -0.1807 0.8573118 0.5490824
[15,] -0.1782 0.8586845 0.5490824
[16,] -0.1754 0.8602220 0.5490824
[17,] -0.1697 0.8633517 0.5490824
[18,] -0.1683 0.8641204 0.5490824
[19,] -0.1663 0.8652186 0.5490824
[20,] -0.1512 0.8735097 0.5490824
[21,] -0.1505 0.8738941 0.5490824
[22,] -0.1419 0.8786162 0.5490824
[23,] -0.1353 0.8822395 0.5491389
[24,] -0.1337 0.8831182 0.5492371
[25,] -0.1285 0.8859764 0.5498885
[26,] -0.1247 0.8880674 0.5506659
[27,] -0.1209 0.8901618 0.5516909
[28,] -0.1167 0.8924817 0.5531099
[29,] -0.1154 0.8932011 0.5536069
[30,] -0.1141 0.8939211 0.5541330
[31,] -0.1138 0.8940874 0.5542585
[32,] -0.1124 0.8948638 0.5548652
[33,] -0.1123 0.8949192 0.5549099
[34,] -0.1121 0.8950302 0.5549997
[35,] -0.1053 0.8988157 0.5585405
[36,] -0.1039 0.8995982 0.5593889
[37,] -0.0988 0.9024596 0.5628057
[38,] -0.0984 0.9026848 0.5630943
[39,] -0.0977 0.9030791 0.5636062
[40,] -0.0955 0.9043209 0.5652732
[41,] -0.0948 0.9047168 0.5658220
[42,] -0.0923 0.9061338 0.5678549
[43,] -0.0909 0.9069297 0.5690430
[44,] -0.0902 0.9073282 0.5696504
[45,] -0.0888 0.9081266 0.5708915
[46,] -0.0871 0.9090984 0.5724340
[47,] -0.0866 0.9093847 0.5728943
[48,] -0.0807 0.9127813 0.5785619
[49,] -0.0806 0.9128392 0.5786618
[50,] -0.0707 0.9186188 0.5891306
[51,] -0.0693 0.9194447 0.5907065
[52,] -0.0680 0.9202136 0.5921929
[53,] -0.0671 0.9207470 0.5932349
[54,] -0.0648 0.9221145 0.5959461
[55,] -0.0644 0.9223530 0.5964248
[56,] -0.0637 0.9227708 0.5972674
[57,] -0.0636 0.9228305 0.5973883
[58,] -0.0606 0.9246282 0.6010721
[59,] -0.0541 0.9285619 0.6093684
[60,] -0.0537 0.9288058 0.6098927
[61,] -0.0520 0.9298445 0.6121350
[62,] -0.0518 0.9299669 0.6123997
[63,] -0.0516 0.9300894 0.6126646
[64,] -0.0514 0.9302120 0.6129296
[65,] -0.0507 0.9306414 0.6138585
[66,] -0.0468 0.9330456 0.6190882
[67,] -0.0467 0.9331075 0.6192236
[68,] -0.0465 0.9332314 0.6194946
[69,] -0.0407 0.9368474 0.6274672
[70,] -0.0378 0.9386730 0.6315364
[71,] -0.0374 0.9389257 0.6321026
[72,] -0.0365 0.9394952 0.6333814
[73,] -0.0361 0.9397486 0.6339518
[74,] -0.0358 0.9399389 0.6343805
[75,] -0.0345 0.9407648 0.6362468
[76,] -0.0339 0.9411468 0.6371129
[77,] -0.0321 0.9422959 0.6397288
[78,] -0.0306 0.9432572 0.6419292
[79,] -0.0302 0.9435141 0.6425195
[80,] -0.0293 0.9440929 0.6438540
[81,] -0.0290 0.9442861 0.6443008
[82,] -0.0262 0.9460961 0.6485063
[83,] -0.0261 0.9461609 0.6486576
[84,] -0.0254 0.9466153 0.6497182
[85,] -0.0244 0.9472658 0.6512382
[86,] -0.0243 0.9473310 0.6513905
[87,] -0.0240 0.9475264 0.6518478
[88,] -0.0206 0.9497516 0.6570673
[89,] -0.0195 0.9504753 0.6587704
[90,] -0.0193 0.9506071 0.6590808
[91,] -0.0191 0.9507389 0.6593914
[92,] -0.0190 0.9508049 0.6595468
[93,] -0.0186 0.9510688 0.6601690
[94,] -0.0153 0.9532559 0.6653376
[95,] -0.0148 0.9535887 0.6661262
[96,] -0.0142 0.9539887 0.6670745
[97,] -0.0117 0.9556613 0.6710482
[98,] -0.0109 0.9561987 0.6723282
[99,] -0.0096 0.9570741 0.6744243
[100,] -0.0088 0.9576141 0.6757249
[101,] -0.0078 0.9582907 0.6773635
[102,] -0.0075 0.9584939 0.6778565
[103,] -0.0073 0.9586295 0.6781855
[104,] -0.0064 0.9592406 0.6796689
[105,] -0.0060 0.9595126 0.6803297
[106,] -0.0052 0.9600574 0.6816541
[107,] -0.0048 0.9603302 0.6823178
[108,] -0.0039 0.9609449 0.6838143
[109,] -0.0024 0.9619725 0.6863192
[110,] -0.0014 0.9626597 0.6879965
[111,] -0.0006 0.9632106 0.6893425
[112,] -0.0001 0.9635555 0.6901857
[113,] 0.0021 0.9650780 0.6939131
[114,] 0.0044 0.9666785 0.6978404
[115,] 0.0056 0.9675172 0.6999017
[116,] 0.0064 0.9680776 0.7012806
[117,] 0.0072 0.9686392 0.7026632
[118,] 0.0080 0.9692019 0.7040497
[119,] 0.0084 0.9694837 0.7047443
[120,] 0.0085 0.9695541 0.7049181
[121,] 0.0099 0.9705427 0.7073575
[122,] 0.0107 0.9711092 0.7087566
[123,] 0.0137 0.9732433 0.7140367
[124,] 0.0159 0.9748185 0.7179423
[125,] 0.0160 0.9748903 0.7181205
[126,] 0.0164 0.9751777 0.7188339
[127,] 0.0170 0.9756093 0.7199057
[128,] 0.0183 0.9765467 0.7222357
[129,] 0.0189 0.9769804 0.7233150
[130,] 0.0190 0.9770527 0.7234951
[131,] 0.0196 0.9774871 0.7245773
[132,] 0.0197 0.9775596 0.7247579
[133,] 0.0207 0.9782852 0.7265680
[134,] 0.0211 0.9785760 0.7272939
[135,] 0.0215 0.9788671 0.7280210
[136,] 0.0224 0.9795230 0.7296611
[137,] 0.0225 0.9795960 0.7298436
[138,] 0.0230 0.9799612 0.7307576
[139,] 0.0233 0.9801805 0.7313068
[140,] 0.0240 0.9806928 0.7325907
[141,] 0.0248 0.9812795 0.7340622
[142,] 0.0250 0.9814263 0.7344309
[143,] 0.0267 0.9826775 0.7375803
[144,] 0.0286 0.9840823 0.7411441
[145,] 0.0293 0.9846016 0.7424706
[146,] 0.0308 0.9857174 0.7453383
[147,] 0.0312 0.9860157 0.7461089
[148,] 0.0316 0.9863143 0.7468820
[149,] 0.0326 0.9870622 0.7488253
[150,] 0.0332 0.9875118 0.7499987
[151,] 0.0339 0.9880373 0.7513747
[152,] 0.0350 0.9888650 0.7535521
[153,] 0.0382 0.9912866 0.7599923
[154,] 0.0396 0.9923526 0.7628594
[155,] 0.0398 0.9925052 0.7632715
[156,] 0.0413 0.9936525 0.7663814
[157,] 0.0415 0.9938058 0.7667987
[158,] 0.0421 0.9942662 0.7680541
[159,] 0.0441 0.9958065 0.7722739
[160,] 0.0443 0.9959610 0.7726996
[161,] 0.0455 0.9968898 0.7752686
[162,] 0.0467 0.9978217 0.7778614
[163,] 0.0468 0.9978995 0.7780788
[164,] 0.0470 0.9980551 0.7785143
[165,] 0.0476 0.9985227 0.7798270
[166,] 0.0491 0.9996949 0.7831488
[167,] 0.0507 1.0009508 0.7867529
[168,] 0.0512 1.0013444 0.7878915
[169,] 0.0525 1.0023706 0.7908782
[170,] 0.0531 1.0028456 0.7922696
[171,] 0.0544 1.0038775 0.7953122
[172,] 0.0546 1.0040366 0.7957837
[173,] 0.0564 1.0054729 0.8000792
[174,] 0.0579 1.0066757 0.8037333
[175,] 0.0623 1.0102364 0.8148287
[176,] 0.0628 1.0106441 0.8161194
[177,] 0.0631 1.0108890 0.8168961
[178,] 0.0648 1.0122815 0.8213295
[179,] 0.0669 1.0140121 0.8268810
[180,] 0.0672 1.0142603 0.8276808
[181,] 0.0680 1.0149233 0.8298220
[182,] 0.0693 1.0160044 0.8333271
[183,] 0.0694 1.0160877 0.8335980
[184,] 0.0702 1.0167555 0.8357723
[185,] 0.0747 1.0205443 0.8482076
[186,] 0.0750 1.0207989 0.8490506
[187,] 0.0770 1.0225026 0.8547198
[188,] 0.0783 1.0236162 0.8584446
[189,] 0.0790 1.0242178 0.8604621
[190,] 0.0807 1.0256847 0.8653963
[191,] 0.0814 1.0262912 0.8674417
[192,] 0.0827 1.0274214 0.8712563
[193,] 0.0829 1.0275957 0.8718451
[194,] 0.0835 1.0281193 0.8736142
[195,] 0.0850 1.0294331 0.8780465
[196,] 0.0871 1.0312835 0.8842716
[197,] 0.0879 1.0319919 0.8866492
[198,] 0.0880 1.0320805 0.8869467
[199,] 0.0913 1.0350237 0.8967934
[200,] 0.0935 1.0370039 0.9033976
[201,] 0.0962 1.0394541 0.9115644
[202,] 0.1000 1.0429401 0.9232156
[203,] 0.1011 1.0439575 0.9266248
[204,] 0.1013 1.0441429 0.9272464
[205,] 0.1025 1.0452578 0.9309887
[206,] 0.1058 1.0483472 0.9414254
[207,] 0.1065 1.0490070 0.9436672
[208,] 0.1086 1.0509958 0.9504512
[209,] 0.1109 1.0531905 0.9579764
[210,] 0.1110 1.0532863 0.9583056
[211,] 0.1121 1.0543424 0.9619367
[212,] 0.1123 1.0545349 0.9625990
[213,] 0.1130 1.0552095 0.9649220
[214,] 0.1131 1.0553060 0.9652545
[215,] 0.1146 1.0567577 0.9702614
[216,] 0.1150 1.0571460 0.9716026
[217,] 0.1242 1.0662288 1.0031363
[218,] 0.1246 1.0666304 1.0045353
[219,] 0.1288 1.0708805 1.0193617
[220,] 0.1304 1.0725160 1.0250757
[221,] 0.1330 1.0751934 1.0344384
[222,] 0.1331 1.0752968 1.0348004
[223,] 0.1351 1.0773737 1.0420706
[224,] 0.1361 1.0784176 1.0457270
[225,] 0.1377 1.0800955 1.0516067
[226,] 0.1407 1.0832669 1.0627140
[227,] 0.1441 1.0869016 1.0753650
[228,] 0.1443 1.0871167 1.0761103
[229,] 0.1454 1.0883027 1.0802081
[230,] 0.1508 1.0941901 1.1002915
[231,] 0.1644 1.1094980 1.1508341
[232,] 0.1793 1.1270526 1.2052269
[233,] 0.1814 1.1295914 1.2127374
[234,] 0.1838 1.1325122 1.2212629
[235,] 0.1927 1.1435205 1.2523750
[236,] 0.1978 1.1499523 1.2698752
[237,] 0.2012 1.1542894 1.2813582
[238,] 0.2026 1.1560866 1.2860378
[239,] 0.2056 1.1599597 1.2959849
[240,] 0.2087 1.1639930 1.3061742
[241,] 0.2099 1.1655628 1.3100944
[242,] 0.2385 1.2043211 1.3983026
[243,] 0.2400 1.2064218 1.4025890
[244,] 0.2620 1.2379400 1.4612868
, , n=760
newdata fun 1der
[1,] -0.3064 6.668873e-01 0.9513548
[2,] -0.2579 7.144138e-01 1.0068575
[3,] -0.2523 7.200693e-01 1.0129988
[4,] -0.2394 7.332292e-01 1.0272678
[5,] -0.2304 7.425186e-01 1.0369559
[6,] -0.2187 7.547195e-01 1.0483257
[7,] -0.2181 7.553487e-01 1.0488472
[8,] -0.2102 7.636605e-01 1.0553246
[9,] -0.2015 7.728714e-01 1.0620890
[10,] -0.1881 7.871701e-01 1.0719542
[11,] -0.1846 7.909265e-01 1.0745544
[12,] -0.1842 7.913563e-01 1.0748553
[13,] -0.1831 7.925391e-01 1.0756939
[14,] -0.1807 7.951230e-01 1.0775662
[15,] -0.1782 7.978194e-01 1.0795511
[16,] -0.1754 8.008453e-01 1.0818162
[17,] -0.1697 8.070251e-01 1.0865714
[18,] -0.1683 8.085472e-01 1.0877673
[19,] -0.1663 8.107244e-01 1.0895038
[20,] -0.1512 8.272810e-01 1.1037351
[21,] -0.1505 8.280538e-01 1.1044341
[22,] -0.1419 8.375894e-01 1.1131789
[23,] -0.1353 8.449589e-01 1.1199921
[24,] -0.1337 8.467522e-01 1.1216455
[25,] -0.1285 8.525986e-01 1.1269790
[26,] -0.1247 8.568885e-01 1.1308613
[27,] -0.1209 8.611931e-01 1.1347184
[28,] -0.1167 8.659678e-01 1.1389182
[29,] -0.1154 8.674492e-01 1.1402084
[30,] -0.1141 8.689323e-01 1.1414942
[31,] -0.1138 8.692748e-01 1.1417900
[32,] -0.1124 8.708743e-01 1.1431643
[33,] -0.1123 8.709886e-01 1.1432621
[34,] -0.1121 8.712173e-01 1.1434575
[35,] -0.1053 8.790151e-01 1.1499818
[36,] -0.1039 8.806260e-01 1.1512635
[37,] -0.0988 8.865088e-01 1.1556543
[38,] -0.0984 8.869712e-01 1.1559794
[39,] -0.0977 8.877806e-01 1.1565418
[40,] -0.0955 8.903269e-01 1.1582594
[41,] -0.0948 8.911378e-01 1.1587897
[42,] -0.0923 8.940371e-01 1.1606101
[43,] -0.0909 8.956626e-01 1.1615772
[44,] -0.0902 8.964759e-01 1.1620467
[45,] -0.0888 8.981034e-01 1.1629576
[46,] -0.0871 9.000813e-01 1.1640155
[47,] -0.0866 9.006634e-01 1.1643170
[48,] -0.0807 9.075426e-01 1.1675111
[49,] -0.0806 9.076594e-01 1.1675597
[50,] -0.0707 9.192398e-01 1.1717099
[51,] -0.0693 9.208805e-01 1.1721865
[52,] -0.0680 9.224046e-01 1.1726028
[53,] -0.0671 9.234601e-01 1.1728793
[54,] -0.0648 9.261585e-01 1.1735437
[55,] -0.0644 9.266279e-01 1.1736531
[56,] -0.0637 9.274496e-01 1.1738401
[57,] -0.0636 9.275670e-01 1.1738664
[58,] -0.0606 9.310897e-01 1.1746335
[59,] -0.0541 9.387305e-01 1.1764303
[60,] -0.0537 9.392011e-01 1.1765526
[61,] -0.0520 9.412017e-01 1.1770895
[62,] -0.0518 9.414371e-01 1.1771545
[63,] -0.0516 9.416725e-01 1.1772201
[64,] -0.0514 9.419080e-01 1.1772863
[65,] -0.0507 9.427322e-01 1.1775232
[66,] -0.0468 9.473273e-01 1.1789767
[67,] -0.0467 9.474452e-01 1.1790167
[68,] -0.0465 9.476810e-01 1.1790972
[69,] -0.0407 9.545270e-01 1.1816560
[70,] -0.0378 9.579558e-01 1.1830809
[71,] -0.0374 9.584291e-01 1.1832833
[72,] -0.0365 9.594943e-01 1.1837437
[73,] -0.0361 9.599678e-01 1.1839506
[74,] -0.0358 9.603230e-01 1.1841067
[75,] -0.0345 9.618628e-01 1.1847922
[76,] -0.0339 9.625738e-01 1.1851137
[77,] -0.0321 9.647078e-01 1.1860969
[78,] -0.0306 9.664876e-01 1.1869380
[79,] -0.0302 9.669624e-01 1.1871657
[80,] -0.0293 9.680311e-01 1.1876830
[81,] -0.0290 9.683874e-01 1.1878570
[82,] -0.0262 9.717158e-01 1.1895194
[83,] -0.0261 9.718347e-01 1.1895800
[84,] -0.0254 9.726676e-01 1.1900070
[85,] -0.0244 9.738579e-01 1.1906244
[86,] -0.0243 9.739769e-01 1.1906866
[87,] -0.0240 9.743342e-01 1.1908738
[88,] -0.0206 9.783868e-01 1.1930524
[89,] -0.0195 9.796996e-01 1.1937828
[90,] -0.0193 9.799384e-01 1.1939171
[91,] -0.0191 9.801772e-01 1.1940518
[92,] -0.0190 9.802966e-01 1.1941193
[93,] -0.0186 9.807743e-01 1.1943905
[94,] -0.0153 9.847195e-01 1.1966962
[95,] -0.0148 9.853180e-01 1.1970561
[96,] -0.0142 9.860363e-01 1.1974905
[97,] -0.0117 9.890323e-01 1.1993309
[98,] -0.0109 9.899920e-01 1.1999301
[99,] -0.0096 9.915526e-01 1.2009142
[100,] -0.0088 9.925136e-01 1.2015264
[101,] -0.0078 9.937155e-01 1.2022983
[102,] -0.0075 9.940762e-01 1.2025309
[103,] -0.0073 9.943167e-01 1.2026861
[104,] -0.0064 9.953995e-01 1.2033862
[105,] -0.0060 9.958809e-01 1.2036985
[106,] -0.0052 9.968441e-01 1.2043252
[107,] -0.0048 9.973259e-01 1.2046396
[108,] -0.0039 9.984104e-01 1.2053497
[109,] -0.0024 1.000219e+00 1.2065413
[110,] -0.0014 1.001426e+00 1.2073416
[111,] -0.0006 1.002392e+00 1.2079897
[112,] -0.0001 1.002996e+00 1.2083995
[113,] 0.0021 1.005657e+00 1.2102470
[114,] 0.0044 1.008443e+00 1.2122553
[115,] 0.0056 1.009898e+00 1.2133327
[116,] 0.0064 1.010869e+00 1.2140613
[117,] 0.0072 1.011841e+00 1.2147982
[118,] 0.0080 1.012813e+00 1.2155433
[119,] 0.0084 1.013299e+00 1.2159189
[120,] 0.0085 1.013421e+00 1.2160131
[121,] 0.0099 1.015124e+00 1.2173457
[122,] 0.0107 1.016098e+00 1.2181159
[123,] 0.0137 1.019757e+00 1.2210324
[124,] 0.0159 1.022446e+00 1.2231701
[125,] 0.0160 1.022568e+00 1.2232670
[126,] 0.0164 1.023057e+00 1.2236545
[127,] 0.0170 1.023792e+00 1.2242349
[128,] 0.0183 1.025384e+00 1.2254882
[129,] 0.0189 1.026119e+00 1.2260632
[130,] 0.0190 1.026242e+00 1.2261588
[131,] 0.0196 1.026978e+00 1.2267312
[132,] 0.0197 1.027101e+00 1.2268264
[133,] 0.0207 1.028328e+00 1.2277739
[134,] 0.0211 1.028819e+00 1.2281503
[135,] 0.0215 1.029310e+00 1.2285250
[136,] 0.0224 1.030416e+00 1.2293624
[137,] 0.0225 1.030539e+00 1.2294549
[138,] 0.0230 1.031154e+00 1.2299154
[139,] 0.0233 1.031523e+00 1.2301901
[140,] 0.0240 1.032385e+00 1.2308263
[141,] 0.0248 1.033370e+00 1.2315452
[142,] 0.0250 1.033616e+00 1.2317236
[143,] 0.0267 1.035711e+00 1.2332147
[144,] 0.0286 1.038056e+00 1.2348253
[145,] 0.0293 1.038920e+00 1.2354038
[146,] 0.0308 1.040774e+00 1.2366119
[147,] 0.0312 1.041269e+00 1.2369257
[148,] 0.0316 1.041764e+00 1.2372353
[149,] 0.0326 1.043001e+00 1.2379914
[150,] 0.0332 1.043744e+00 1.2384334
[151,] 0.0339 1.044612e+00 1.2389384
[152,] 0.0350 1.045975e+00 1.2397084
[153,] 0.0382 1.049945e+00 1.2417900
[154,] 0.0396 1.051684e+00 1.2426428
[155,] 0.0398 1.051933e+00 1.2427620
[156,] 0.0413 1.053798e+00 1.2436294
[157,] 0.0415 1.054046e+00 1.2437415
[158,] 0.0421 1.054793e+00 1.2440727
[159,] 0.0441 1.057282e+00 1.2451220
[160,] 0.0443 1.057531e+00 1.2452224
[161,] 0.0455 1.059026e+00 1.2458144
[162,] 0.0467 1.060521e+00 1.2463874
[163,] 0.0468 1.060646e+00 1.2464343
[164,] 0.0470 1.060895e+00 1.2465277
[165,] 0.0476 1.061643e+00 1.2468048
[166,] 0.0491 1.063514e+00 1.2474770
[167,] 0.0507 1.065510e+00 1.2481588
[168,] 0.0512 1.066134e+00 1.2483631
[169,] 0.0525 1.067757e+00 1.2488728
[170,] 0.0531 1.068507e+00 1.2490970
[171,] 0.0544 1.070131e+00 1.2495588
[172,] 0.0546 1.070381e+00 1.2496269
[173,] 0.0564 1.072631e+00 1.2502147
[174,] 0.0579 1.074506e+00 1.2506785
[175,] 0.0623 1.080012e+00 1.2519381
[176,] 0.0628 1.080638e+00 1.2520735
[177,] 0.0631 1.081014e+00 1.2521540
[178,] 0.0648 1.083143e+00 1.2526028
[179,] 0.0669 1.085774e+00 1.2531406
[180,] 0.0672 1.086150e+00 1.2532159
[181,] 0.0680 1.087153e+00 1.2534149
[182,] 0.0693 1.088782e+00 1.2537321
[183,] 0.0694 1.088908e+00 1.2537561
[184,] 0.0702 1.089911e+00 1.2539457
[185,] 0.0747 1.095556e+00 1.2548764
[186,] 0.0750 1.095932e+00 1.2549296
[187,] 0.0770 1.098442e+00 1.2552556
[188,] 0.0783 1.100074e+00 1.2554391
[189,] 0.0790 1.100953e+00 1.2555281
[190,] 0.0807 1.103088e+00 1.2557134
[191,] 0.0814 1.103967e+00 1.2557771
[192,] 0.0827 1.105599e+00 1.2558757
[193,] 0.0829 1.105850e+00 1.2558886
[194,] 0.0835 1.106604e+00 1.2559237
[195,] 0.0850 1.108488e+00 1.2559876
[196,] 0.0871 3.280308e-06 1.2560202
[197,] 0.0879 3.733024e-06 1.2560202
[198,] 0.0880 3.789613e-06 1.2560202
[199,] 0.0913 1.116401e+00 1.2560202
[200,] 0.0935 1.119164e+00 1.2560202
[201,] 0.0962 1.122555e+00 1.2560202
[202,] 0.1000 1.127328e+00 1.2560202
[203,] 0.1011 1.128710e+00 1.2560202
[204,] 0.1013 1.128961e+00 1.2560202
[205,] 0.1025 1.130468e+00 1.2560202
[206,] 0.1058 1.134613e+00 1.2560202
[207,] 0.1065 1.135492e+00 1.2560202
[208,] 0.1086 1.138130e+00 1.2560202
[209,] 0.1109 1.141019e+00 1.2560202
[210,] 0.1110 1.141144e+00 1.2560202
[211,] 0.1121 1.142526e+00 1.2560202
[212,] 0.1123 1.142777e+00 1.2560202
[213,] 0.1130 1.143656e+00 1.2560202
[214,] 0.1131 1.143782e+00 1.2560202
[215,] 0.1146 1.145666e+00 1.2560202
[216,] 0.1150 1.146168e+00 1.2560202
[217,] 0.1242 1.157724e+00 1.2560202
[218,] 0.1246 1.158226e+00 1.2560202
[219,] 0.1288 1.163501e+00 1.2560202
[220,] 0.1304 1.165511e+00 1.2560202
[221,] 0.1330 1.168777e+00 1.2560202
[222,] 0.1331 1.168902e+00 1.2560202
[223,] 0.1351 1.171414e+00 1.2560202
[224,] 0.1361 1.172670e+00 1.2560202
[225,] 0.1377 1.174680e+00 1.2560202
[226,] 0.1407 1.178448e+00 1.2560202
[227,] 0.1441 1.182719e+00 1.2560202
[228,] 0.1443 1.182970e+00 1.2560202
[229,] 0.1454 1.184351e+00 1.2560202
[230,] 0.1508 1.191134e+00 1.2560202
[231,] 0.1644 1.208216e+00 1.2560202
[232,] 0.1793 1.226930e+00 1.2560202
[233,] 0.1814 1.229568e+00 1.2560202
[234,] 0.1838 1.232583e+00 1.2560202
[235,] 0.1927 1.243761e+00 1.2560202
[236,] 0.1978 1.250167e+00 1.2560202
[237,] 0.2012 1.254437e+00 1.2560202
[238,] 0.2026 1.256196e+00 1.2560202
[239,] 0.2056 1.259964e+00 1.2560202
[240,] 0.2087 1.263857e+00 1.2560202
[241,] 0.2099 1.265365e+00 1.2560202
[242,] 0.2385 1.301287e+00 1.2560202
[243,] 0.2400 1.303171e+00 1.2560202
[244,] 0.2620 1.330803e+00 1.2560202
> (pEx5 <- vapply(Pen05Exp, predict, FUN.VALUE=prV, newdata = newd))
, , n=6
newdata fun 1der
[1,] -0.3064 1.532664e-05 1.830709
[2,] -0.2579 1.886769e-05 1.830709
[3,] -0.2523 1.927656e-05 1.830709
[4,] -0.2394 2.021840e-05 1.830709
[5,] -0.2304 2.087551e-05 1.830709
[6,] -0.2187 2.172974e-05 1.830709
[7,] -0.2181 2.177355e-05 1.830709
[8,] -0.2102 2.235034e-05 1.830709
[9,] -0.2015 2.298554e-05 1.830709
[10,] -0.1881 1.726632e+00 1.830709
[11,] -0.1846 1.733038e+00 1.830710
[12,] -0.1842 1.733770e+00 1.830710
[13,] -0.1831 1.735784e+00 1.830711
[14,] -0.1807 1.740178e+00 1.830715
[15,] -0.1782 1.744755e+00 1.830720
[16,] -0.1754 1.749881e+00 1.830728
[17,] -0.1697 1.760316e+00 1.830751
[18,] -0.1683 1.762879e+00 1.830758
[19,] -0.1663 1.766540e+00 1.830769
[20,] -0.1512 1.794186e+00 1.830888
[21,] -0.1505 1.795468e+00 1.830895
[22,] -0.1419 1.811214e+00 1.830992
[23,] -0.1353 1.823298e+00 1.831081
[24,] -0.1337 1.826228e+00 1.831104
[25,] -0.1285 1.835750e+00 1.831185
[26,] -0.1247 1.842709e+00 1.831248
[27,] -0.1209 1.849668e+00 1.831316
[28,] -0.1167 1.857359e+00 1.831395
[29,] -0.1154 1.859740e+00 1.831421
[30,] -0.1141 1.862121e+00 1.831447
[31,] -0.1138 1.862670e+00 1.831453
[32,] -0.1124 1.865235e+00 1.831481
[33,] -0.1123 1.865418e+00 1.831483
[34,] -0.1121 1.865784e+00 1.831488
[35,] -0.1053 1.878239e+00 1.831635
[36,] -0.1039 1.880803e+00 1.831667
[37,] -0.0988 1.890145e+00 1.831788
[38,] -0.0984 1.890877e+00 1.831798
[39,] -0.0977 1.892160e+00 1.831815
[40,] -0.0955 1.896190e+00 1.831870
[41,] -0.0948 1.897472e+00 1.831888
[42,] -0.0923 1.902052e+00 1.831952
[43,] -0.0909 1.904617e+00 1.831989
[44,] -0.0902 1.905899e+00 1.832008
[45,] -0.0888 1.908464e+00 1.832046
[46,] -0.0871 1.911578e+00 1.832092
[47,] -0.0866 1.912494e+00 1.832106
[48,] -0.0807 1.923304e+00 1.832275
[49,] -0.0806 1.923488e+00 1.832278
[50,] -0.0707 1.941629e+00 1.832583
[51,] -0.0693 1.944194e+00 1.832628
[52,] -0.0680 1.946577e+00 1.832671
[53,] -0.0671 1.948226e+00 1.832700
[54,] -0.0648 1.952441e+00 1.832777
[55,] -0.0644 1.953175e+00 1.832791
[56,] -0.0637 1.954457e+00 1.832815
[57,] -0.0636 1.954641e+00 1.832818
[58,] -0.0606 1.960141e+00 1.832922
[59,] -0.0541 1.972055e+00 1.833146
[60,] -0.0537 1.972789e+00 1.833160
[61,] -0.0520 1.975905e+00 1.833218
[62,] -0.0518 1.976272e+00 1.833225
[63,] -0.0516 1.976638e+00 1.833232
[64,] -0.0514 1.977005e+00 1.833239
[65,] -0.0507 1.978288e+00 1.833262
[66,] -0.0468 1.985438e+00 1.833395
[67,] -0.0467 1.985622e+00 1.833398
[68,] -0.0465 1.985988e+00 1.833405
[69,] -0.0407 1.996623e+00 1.833599
[70,] -0.0378 2.001940e+00 1.833696
[71,] -0.0374 2.002674e+00 1.833709
[72,] -0.0365 2.004324e+00 1.833739
[73,] -0.0361 2.005057e+00 1.833752
[74,] -0.0358 2.005608e+00 1.833762
[75,] -0.0345 2.007991e+00 1.833804
[76,] -0.0339 2.009092e+00 1.833824
[77,] -0.0321 2.012393e+00 1.833883
[78,] -0.0306 2.015144e+00 1.833932
[79,] -0.0302 2.015877e+00 1.833945
[80,] -0.0293 2.017528e+00 1.833974
[81,] -0.0290 2.018078e+00 1.833984
[82,] -0.0262 2.023213e+00 1.834075
[83,] -0.0261 2.023397e+00 1.834078
[84,] -0.0254 2.024680e+00 1.834100
[85,] -0.0244 2.026515e+00 1.834133
[86,] -0.0243 2.026698e+00 1.834136
[87,] -0.0240 2.027248e+00 1.834145
[88,] -0.0206 2.033485e+00 1.834254
[89,] -0.0195 2.035502e+00 1.834289
[90,] -0.0193 2.035869e+00 1.834295
[91,] -0.0191 2.036236e+00 1.834302
[92,] -0.0190 2.036419e+00 1.834305
[93,] -0.0186 2.037153e+00 1.834318
[94,] -0.0153 2.043206e+00 1.834422
[95,] -0.0148 2.044124e+00 1.834437
[96,] -0.0142 2.045224e+00 1.834456
[97,] -0.0117 2.049811e+00 1.834534
[98,] -0.0109 2.051278e+00 1.834559
[99,] -0.0096 2.053663e+00 1.834600
[100,] -0.0088 2.055131e+00 1.834624
[101,] -0.0078 2.056966e+00 1.834655
[102,] -0.0075 2.057516e+00 1.834665
[103,] -0.0073 2.057883e+00 1.834671
[104,] -0.0064 2.059534e+00 1.834699
[105,] -0.0060 2.060268e+00 1.834711
[106,] -0.0052 2.061736e+00 1.834735
[107,] -0.0048 2.062470e+00 1.834748
[108,] -0.0039 2.064121e+00 1.834775
[109,] -0.0024 2.066873e+00 1.834821
[110,] -0.0014 2.068708e+00 1.834852
[111,] -0.0006 2.070176e+00 1.834876
[112,] -0.0001 2.071093e+00 1.834891
[113,] 0.0021 2.075130e+00 1.834957
[114,] 0.0044 2.079351e+00 1.835027
[115,] 0.0056 2.081553e+00 1.835063
[116,] 0.0064 2.083021e+00 1.835086
[117,] 0.0072 2.084489e+00 1.835110
[118,] 0.0080 2.085957e+00 1.835134
[119,] 0.0084 2.086691e+00 1.835146
[120,] 0.0085 2.086874e+00 1.835149
[121,] 0.0099 2.089444e+00 1.835190
[122,] 0.0107 2.090912e+00 1.835214
[123,] 0.0137 2.096418e+00 1.835302
[124,] 0.0159 2.100455e+00 1.835367
[125,] 0.0160 2.100639e+00 1.835369
[126,] 0.0164 2.101373e+00 1.835381
[127,] 0.0170 2.102474e+00 1.835398
[128,] 0.0183 2.104860e+00 1.835436
[129,] 0.0189 2.105962e+00 1.835454
[130,] 0.0190 2.106145e+00 1.835456
[131,] 0.0196 2.107246e+00 1.835474
[132,] 0.0197 2.107430e+00 1.835477
[133,] 0.0207 2.109265e+00 1.835505
[134,] 0.0211 2.110000e+00 1.835517
[135,] 0.0215 2.110734e+00 1.835528
[136,] 0.0224 2.112386e+00 1.835554
[137,] 0.0225 2.112569e+00 1.835557
[138,] 0.0230 2.113487e+00 1.835571
[139,] 0.0233 2.114038e+00 1.835580
[140,] 0.0240 2.115323e+00 1.835600
[141,] 0.0248 2.116791e+00 1.835623
[142,] 0.0250 2.117158e+00 1.835629
[143,] 0.0267 2.120279e+00 1.835677
[144,] 0.0286 2.123767e+00 1.835730
[145,] 0.0293 2.125052e+00 1.835750
[146,] 0.0308 2.127806e+00 1.835792
[147,] 0.0312 2.128540e+00 1.835804
[148,] 0.0316 2.129274e+00 1.835815
[149,] 0.0326 2.131110e+00 1.835843
[150,] 0.0332 2.132212e+00 1.835859
[151,] 0.0339 2.133497e+00 1.835879
[152,] 0.0350 2.135516e+00 1.835909
[153,] 0.0382 2.141391e+00 1.835998
[154,] 0.0396 2.143962e+00 1.836036
[155,] 0.0398 2.144329e+00 1.836042
[156,] 0.0413 2.147083e+00 1.836083
[157,] 0.0415 2.147450e+00 1.836088
[158,] 0.0421 2.148552e+00 1.836104
[159,] 0.0441 2.152224e+00 1.836159
[160,] 0.0443 2.152591e+00 1.836164
[161,] 0.0455 2.154795e+00 1.836196
[162,] 0.0467 2.156998e+00 1.836229
[163,] 0.0468 2.157182e+00 1.836231
[164,] 0.0470 2.157549e+00 1.836237
[165,] 0.0476 2.158651e+00 1.836253
[166,] 0.0491 2.161405e+00 1.836293
[167,] 0.0507 2.164343e+00 1.836335
[168,] 0.0512 2.165261e+00 1.836349
[169,] 0.0525 2.167649e+00 1.836383
[170,] 0.0531 2.168751e+00 1.836399
[171,] 0.0544 2.171138e+00 1.836433
[172,] 0.0546 2.171505e+00 1.836438
[173,] 0.0564 2.174811e+00 1.836486
[174,] 0.0579 2.177566e+00 1.836525
[175,] 0.0623 2.185647e+00 1.836638
[176,] 0.0628 2.186565e+00 1.836651
[177,] 0.0631 2.187116e+00 1.836659
[178,] 0.0648 2.190238e+00 1.836702
[179,] 0.0669 2.194095e+00 1.836756
[180,] 0.0672 2.194646e+00 1.836763
[181,] 0.0680 2.196116e+00 1.836784
[182,] 0.0693 2.198504e+00 1.836817
[183,] 0.0694 2.198687e+00 1.836819
[184,] 0.0702 2.200157e+00 1.836839
[185,] 0.0747 2.208423e+00 1.836951
[186,] 0.0750 2.208974e+00 1.836959
[187,] 0.0770 2.212648e+00 1.837008
[188,] 0.0783 2.215036e+00 1.837040
[189,] 0.0790 2.216322e+00 1.837057
[190,] 0.0807 2.219445e+00 1.837099
[191,] 0.0814 2.220731e+00 1.837116
[192,] 0.0827 2.223119e+00 1.837147
[193,] 0.0829 2.223487e+00 1.837152
[194,] 0.0835 2.224589e+00 1.837167
[195,] 0.0850 2.227345e+00 1.837203
[196,] 0.0871 2.231203e+00 1.837253
[197,] 0.0879 2.232673e+00 1.837272
[198,] 0.0880 2.232856e+00 1.837274
[199,] 0.0913 2.238920e+00 1.837353
[200,] 0.0935 2.242962e+00 1.837404
[201,] 0.0962 2.247923e+00 1.837467
[202,] 0.1000 2.254905e+00 1.837555
[203,] 0.1011 2.256927e+00 1.837580
[204,] 0.1013 2.257294e+00 1.837584
[205,] 0.1025 2.259499e+00 1.837612
[206,] 0.1058 2.265564e+00 1.837686
[207,] 0.1065 2.266850e+00 1.837702
[208,] 0.1086 2.270709e+00 1.837749
[209,] 0.1109 2.274936e+00 1.837800
[210,] 0.1110 2.275120e+00 1.837802
[211,] 0.1121 2.277141e+00 1.837826
[212,] 0.1123 2.277509e+00 1.837831
[213,] 0.1130 2.278795e+00 1.837846
[214,] 0.1131 2.278979e+00 1.837848
[215,] 0.1146 2.281736e+00 1.837881
[216,] 0.1150 2.282471e+00 1.837890
[217,] 0.1242 2.299381e+00 1.838087
[218,] 0.1246 2.300116e+00 1.838096
[219,] 0.1288 2.307836e+00 1.838184
[220,] 0.1304 2.310777e+00 1.838217
[221,] 0.1330 2.315557e+00 1.838270
[222,] 0.1331 2.315741e+00 1.838272
[223,] 0.1351 2.319417e+00 1.838313
[224,] 0.1361 2.321255e+00 1.838333
[225,] 0.1377 2.324197e+00 1.838366
[226,] 0.1407 2.329712e+00 1.838426
[227,] 0.1441 2.335963e+00 1.838493
[228,] 0.1443 2.336330e+00 1.838497
[229,] 0.1454 2.338353e+00 1.838518
[230,] 0.1508 2.348281e+00 1.838623
[231,] 0.1644 2.373288e+00 1.838877
[232,] 0.1793 2.400689e+00 1.839139
[233,] 0.1814 2.404552e+00 1.839174
[234,] 0.1838 2.408966e+00 1.839215
[235,] 0.1927 2.425335e+00 1.839360
[236,] 0.1978 2.434716e+00 1.839441
[237,] 0.2012 2.440970e+00 1.839494
[238,] 0.2026 2.443546e+00 1.839516
[239,] 0.2056 2.449064e+00 1.839561
[240,] 0.2087 2.454767e+00 1.839608
[241,] 0.2099 2.456975e+00 1.839626
[242,] 0.2385 2.509594e+00 1.840018
[243,] 0.2400 2.512354e+00 1.840037
[244,] 0.2620 2.552837e+00 1.840295
, , n=9
newdata fun 1der
[1,] -0.3064 0.5036036 1.961464
[2,] -0.2579 0.5988551 1.966327
[3,] -0.2523 0.6098680 1.966848
[4,] -0.2394 0.6352480 1.968016
[5,] -0.2304 0.6529637 1.968805
[6,] -0.2187 0.6760045 1.969797
[7,] -0.2181 0.6771864 1.969847
[8,] -0.2102 0.6927508 1.970495
[9,] -0.2015 0.7098971 1.971189
[10,] -0.1881 0.7363180 1.972219
[11,] -0.1846 0.7432212 1.972480
[12,] -0.1842 0.7440102 1.972510
[13,] -0.1831 0.7461800 1.972591
[14,] -0.1807 0.7509145 1.972767
[15,] -0.1782 0.7558466 1.972949
[16,] -0.1754 0.7613711 1.973150
[17,] -0.1697 0.7726193 1.973554
[18,] -0.1683 0.7753823 1.973652
[19,] -0.1663 0.7793297 1.973791
[20,] -0.1512 0.8091417 1.974806
[21,] -0.1505 0.8105241 1.974851
[22,] -0.1419 0.8275102 1.975400
[23,] -0.1353 0.8405492 1.975807
[24,] -0.1337 0.8437106 1.975905
[25,] -0.1285 0.8539861 1.976215
[26,] -0.1247 0.8614961 1.976438
[27,] -0.1209 0.8690070 1.976656
[28,] -0.1167 0.8773095 1.976893
[29,] -0.1154 0.8798795 1.976966
[30,] -0.1141 0.8824496 1.977038
[31,] -0.1138 0.8830427 1.977054
[32,] -0.1124 0.8858106 1.977131
[33,] -0.1123 0.8860083 1.977137
[34,] -0.1121 0.8864038 1.977148
[35,] -0.1053 0.8998496 1.977513
[36,] -0.1039 0.9026182 1.977587
[37,] -0.0988 0.9127045 1.977851
[38,] -0.0984 0.9134957 1.977871
[39,] -0.0977 0.9148802 1.977907
[40,] -0.0955 0.9192317 1.978018
[41,] -0.0948 0.9206164 1.978053
[42,] -0.0923 0.9255616 1.978177
[43,] -0.0909 0.9283311 1.978246
[44,] -0.0902 0.9297159 1.978280
[45,] -0.0888 0.9324856 1.978348
[46,] -0.0871 0.9358488 1.978430
[47,] -0.0866 0.9368380 1.978454
[48,] -0.0807 0.9485118 1.978732
[49,] -0.0806 0.9487096 1.978736
[50,] -0.0707 0.9683013 1.979181
[51,] -0.0693 0.9710722 1.979241
[52,] -0.0680 0.9736453 1.979297
[53,] -0.0671 0.9754267 1.979336
[54,] -0.0648 0.9799793 1.979433
[55,] -0.0644 0.9807710 1.979450
[56,] -0.0637 0.9821567 1.979479
[57,] -0.0636 0.9823546 1.979483
[58,] -0.0606 0.9882932 1.979607
[59,] -0.0541 1.0011615 1.979867
[60,] -0.0537 1.0019535 1.979882
[61,] -0.0520 1.0053193 1.979948
[62,] -0.0518 1.0057153 1.979956
[63,] -0.0516 1.0061113 1.979964
[64,] -0.0514 1.0065073 1.979971
[65,] -0.0507 1.0078933 1.979998
[66,] -0.0468 1.0156156 1.980145
[67,] -0.0467 1.0158136 1.980149
[68,] -0.0465 1.0162096 1.980156
[69,] -0.0407 1.0276952 1.980375
[70,] -0.0378 1.0334384 1.980505
[71,] -0.0374 1.0342306 1.980524
[72,] -0.0365 1.0360131 1.980569
[73,] -0.0361 1.0368054 1.980589
[74,] -0.0358 1.0373995 1.980605
[75,] -0.0345 1.0399744 1.980674
[76,] -0.0339 1.0411628 1.980707
[77,] -0.0321 1.0447282 1.980812
[78,] -0.0306 1.0476994 1.980904
[79,] -0.0302 1.0484918 1.980929
[80,] -0.0293 1.0502747 1.980987
[81,] -0.0290 1.0508690 1.981007
[82,] -0.0262 1.0564161 1.981201
[83,] -0.0261 1.0566142 1.981208
[84,] -0.0254 1.0580010 1.981259
[85,] -0.0244 1.0599823 1.981334
[86,] -0.0243 1.0601805 1.981342
[87,] -0.0240 1.0607749 1.981365
[88,] -0.0206 1.0675120 1.981638
[89,] -0.0195 1.0696918 1.981731
[90,] -0.0193 1.0700882 1.981749
[91,] -0.0191 1.0704845 1.981766
[92,] -0.0190 1.0706827 1.981775
[93,] -0.0186 1.0714754 1.981810
[94,] -0.0153 1.0780159 1.982112
[95,] -0.0148 1.0790069 1.982159
[96,] -0.0142 1.0801963 1.982217
[97,] -0.0117 1.0851521 1.982467
[98,] -0.0109 1.0867381 1.982550
[99,] -0.0096 1.0893155 1.982687
[100,] -0.0088 1.0909017 1.982773
[101,] -0.0078 1.0928845 1.982883
[102,] -0.0075 1.0934794 1.982916
[103,] -0.0073 1.0938760 1.982939
[104,] -0.0064 1.0956607 1.983040
[105,] -0.0060 1.0964539 1.983086
[106,] -0.0052 1.0980404 1.983178
[107,] -0.0048 1.0988337 1.983224
[108,] -0.0039 1.1006186 1.983331
[109,] -0.0024 1.1035938 1.983511
[110,] -0.0014 1.1055773 1.983634
[111,] -0.0006 1.1071643 1.983734
[112,] -0.0001 1.1081562 1.983797
[113,] 0.0021 1.1125208 1.984082
[114,] 0.0044 1.1170846 1.984389
[115,] 0.0056 1.1194659 1.984554
[116,] 0.0064 1.1210536 1.984666
[117,] 0.0072 1.1226414 1.984779
[118,] 0.0080 1.1242293 1.984893
[119,] 0.0084 1.1250232 1.984951
[120,] 0.0085 1.1252217 1.984966
[121,] 0.0099 1.1280008 1.985170
[122,] 0.0107 1.1295890 1.985289
[123,] 0.0137 1.1355456 1.985747
[124,] 0.0159 1.1399146 1.986095
[125,] 0.0160 1.1401132 1.986111
[126,] 0.0164 1.1409077 1.986175
[127,] 0.0170 1.1420994 1.986272
[128,] 0.0183 1.1446817 1.986486
[129,] 0.0189 1.1458736 1.986585
[130,] 0.0190 1.1460723 1.986602
[131,] 0.0196 1.1472643 1.986702
[132,] 0.0197 1.1474629 1.986719
[133,] 0.0207 1.1494497 1.986889
[134,] 0.0211 1.1502445 1.986957
[135,] 0.0215 1.1510393 1.987026
[136,] 0.0224 1.1528277 1.987181
[137,] 0.0225 1.1530264 1.987199
[138,] 0.0230 1.1540200 1.987286
[139,] 0.0233 1.1546162 1.987339
[140,] 0.0240 1.1560074 1.987462
[141,] 0.0248 1.1575974 1.987605
[142,] 0.0250 1.1579950 1.987641
[143,] 0.0267 1.1613742 1.987949
[144,] 0.0286 1.1651516 1.988300
[145,] 0.0293 1.1665435 1.988432
[146,] 0.0308 1.1695264 1.988717
[147,] 0.0312 1.1703219 1.988793
[148,] 0.0316 1.1711174 1.988870
[149,] 0.0326 1.1731064 1.989065
[150,] 0.0332 1.1742998 1.989182
[151,] 0.0339 1.1756923 1.989320
[152,] 0.0350 1.1778807 1.989540
[153,] 0.0382 1.1842483 1.990191
[154,] 0.0396 1.1870347 1.990483
[155,] 0.0398 1.1874328 1.990525
[156,] 0.0413 1.1904189 1.990843
[157,] 0.0415 1.1908170 1.990886
[158,] 0.0421 1.1920116 1.991015
[159,] 0.0441 1.1959941 1.991450
[160,] 0.0443 1.1963924 1.991494
[161,] 0.0455 1.1987823 1.991759
[162,] 0.0467 1.2011726 1.992027
[163,] 0.0468 1.2013718 1.992050
[164,] 0.0470 1.2017702 1.992095
[165,] 0.0476 1.2029655 1.992230
[166,] 0.0491 1.2059541 1.992573
[167,] 0.0507 1.2091425 1.992943
[168,] 0.0512 1.2101390 1.993060
[169,] 0.0525 1.2127302 1.993367
[170,] 0.0531 1.2139262 1.993509
[171,] 0.0544 1.2165180 1.993821
[172,] 0.0546 1.2169168 1.993869
[173,] 0.0564 1.2205061 1.994307
[174,] 0.0579 1.2234979 1.994677
[175,] 0.0623 1.2322769 1.995790
[176,] 0.0628 1.2332748 1.995919
[177,] 0.0631 1.2338736 1.995997
[178,] 0.0648 1.2372672 1.996441
[179,] 0.0669 1.2414603 1.996997
[180,] 0.0672 1.2420594 1.997077
[181,] 0.0680 1.2436571 1.997292
[182,] 0.0693 1.2462538 1.997644
[183,] 0.0694 1.2464536 1.997672
[184,] 0.0702 1.2480518 1.997890
[185,] 0.0747 1.2570452 1.999145
[186,] 0.0750 1.2576449 1.999230
[187,] 0.0770 1.2616439 1.999802
[188,] 0.0783 1.2642439 2.000179
[189,] 0.0790 1.2656441 2.000383
[190,] 0.0807 1.2690452 2.000884
[191,] 0.0814 1.2704459 2.001091
[192,] 0.0827 1.2730476 2.001480
[193,] 0.0829 1.2734479 2.001540
[194,] 0.0835 1.2746488 2.001721
[195,] 0.0850 1.2776518 2.002176
[196,] 0.0871 1.2818570 2.002822
[197,] 0.0879 1.2834594 2.003070
[198,] 0.0880 1.2836597 2.003101
[199,] 0.0913 1.2902716 2.004140
[200,] 0.0935 1.2946815 2.004845
[201,] 0.0962 1.3000958 2.005725
[202,] 0.1000 1.3077199 2.006989
[203,] 0.1011 1.3099278 2.007360
[204,] 0.1013 1.3103293 2.007428
[205,] 0.1025 1.3127384 2.007837
[206,] 0.1058 1.3193662 2.008976
[207,] 0.1065 1.3207725 2.009220
[208,] 0.1086 1.3249927 2.009960
[209,] 0.1109 1.3296165 2.010781
[210,] 0.1110 1.3298176 2.010817
[211,] 0.1121 1.3320297 2.011214
[212,] 0.1123 1.3324320 2.011287
[213,] 0.1130 1.3338400 2.011541
[214,] 0.1131 1.3340411 2.011577
[215,] 0.1146 1.3370589 2.012125
[216,] 0.1150 1.3378638 2.012272
[217,] 0.1242 1.3563925 2.015746
[218,] 0.1246 1.3571989 2.015901
[219,] 0.1288 1.3656691 2.017538
[220,] 0.1304 1.3688976 2.018159
[221,] 0.1330 1.3741462 2.019163
[222,] 0.1331 1.3743481 2.019202
[223,] 0.1351 1.3783873 2.019971
[224,] 0.1361 1.3804074 2.020354
[225,] 0.1377 1.3836405 2.020965
[226,] 0.1407 1.3897051 2.022106
[227,] 0.1441 1.3965824 2.023390
[228,] 0.1443 1.3969871 2.023466
[229,] 0.1454 1.3992132 2.023879
[230,] 0.1508 1.4101475 2.025894
[231,] 0.1644 1.4377337 2.030864
[232,] 0.1793 1.4680331 2.036138
[233,] 0.1814 1.4723097 2.036867
[234,] 0.1838 1.4771992 2.037696
[235,] 0.1927 1.4953482 2.040729
[236,] 0.1978 1.5057603 2.042438
[237,] 0.2012 1.5127065 2.043566
[238,] 0.2026 1.5155678 2.044028
[239,] 0.2056 1.5217014 2.045012
[240,] 0.2087 1.5280425 2.046021
[241,] 0.2099 1.5304980 2.046410
[242,] 0.2385 1.5891544 2.055328
[243,] 0.2400 1.5922377 2.055778
[244,] 0.2620 1.6375358 2.062163
, , n=13
newdata fun 1der
[1,] -0.3064 0.3819482 1.290264
[2,] -0.2579 0.4449801 1.309222
[3,] -0.2523 0.4523181 1.311501
[4,] -0.2394 0.4692707 1.316820
[5,] -0.2304 0.4811390 1.320590
[6,] -0.2187 0.4966189 1.325562
[7,] -0.2181 0.4974143 1.325819
[8,] -0.2102 0.5079017 1.329225
[9,] -0.2015 0.5194825 1.333018
[10,] -0.1881 0.5373845 1.338948
[11,] -0.1846 0.5420736 1.340515
[12,] -0.1842 0.5426098 1.340694
[13,] -0.1831 0.5440848 1.341188
[14,] -0.1807 0.5473050 1.342269
[15,] -0.1782 0.5506621 1.343398
[16,] -0.1754 0.5544254 1.344667
[17,] -0.1697 0.5620974 1.347265
[18,] -0.1683 0.5639840 1.347906
[19,] -0.1663 0.5666807 1.348823
[20,] -0.1512 0.5871007 1.355828
[21,] -0.1505 0.5880499 1.356156
[22,] -0.1419 0.5997302 1.360209
[23,] -0.1353 0.6087179 1.363350
[24,] -0.1337 0.6108999 1.364115
[25,] -0.1285 0.6179998 1.366612
[26,] -0.1247 0.6231964 1.368447
[27,] -0.1209 0.6284000 1.370291
[28,] -0.1167 0.6341595 1.372339
[29,] -0.1154 0.6359440 1.372975
[30,] -0.1141 0.6377292 1.373612
[31,] -0.1138 0.6381414 1.373759
[32,] -0.1124 0.6400651 1.374446
[33,] -0.1123 0.6402025 1.374495
[34,] -0.1121 0.6404775 1.374593
[35,] -0.1053 0.6498361 1.377949
[36,] -0.1039 0.6517657 1.378643
[37,] -0.0988 0.6588032 1.381183
[38,] -0.0984 0.6593558 1.381382
[39,] -0.0977 0.6603228 1.381732
[40,] -0.0955 0.6633639 1.382834
[41,] -0.0948 0.6643320 1.383185
[42,] -0.0923 0.6677915 1.384441
[43,] -0.0909 0.6697302 1.385146
[44,] -0.0902 0.6706999 1.385499
[45,] -0.0888 0.6726401 1.386206
[46,] -0.0871 0.6749974 1.387066
[47,] -0.0866 0.6756910 1.387319
[48,] -0.0807 0.6838850 1.390318
[49,] -0.0806 0.6840241 1.390369
[50,] -0.0707 0.6978138 1.395448
[51,] -0.0693 0.6997679 1.396171
[52,] -0.0680 0.7015834 1.396844
[53,] -0.0671 0.7028408 1.397310
[54,] -0.0648 0.7060560 1.398503
[55,] -0.0644 0.7066154 1.398711
[56,] -0.0637 0.7075946 1.399075
[57,] -0.0636 0.7077345 1.399127
[58,] -0.0606 0.7119343 1.400690
[59,] -0.0541 0.7210498 1.404095
[60,] -0.0537 0.7216115 1.404306
[61,] -0.0520 0.7239996 1.405201
[62,] -0.0518 0.7242806 1.405306
[63,] -0.0516 0.7245617 1.405412
[64,] -0.0514 0.7248428 1.405517
[65,] -0.0507 0.7258268 1.405886
[66,] -0.0468 0.7313137 1.407949
[67,] -0.0467 0.7314545 1.408002
[68,] -0.0465 0.7317362 1.408109
[69,] -0.0407 0.7399121 1.411194
[70,] -0.0378 0.7440068 1.412745
[71,] -0.0374 0.7445720 1.412959
[72,] -0.0365 0.7458439 1.413441
[73,] -0.0361 0.7464093 1.413656
[74,] -0.0358 0.7468334 1.413817
[75,] -0.0345 0.7486718 1.414515
[76,] -0.0339 0.7495206 1.414837
[77,] -0.0321 0.7520682 1.415806
[78,] -0.0306 0.7541925 1.416615
[79,] -0.0302 0.7547592 1.416831
[80,] -0.0293 0.7560346 1.417317
[81,] -0.0290 0.7564598 1.417480
[82,] -0.0262 0.7604308 1.418996
[83,] -0.0261 0.7605728 1.419050
[84,] -0.0254 0.7615662 1.419430
[85,] -0.0244 0.7629859 1.419973
[86,] -0.0243 0.7631279 1.420027
[87,] -0.0240 0.7635540 1.420190
[88,] -0.0206 0.7683857 1.422042
[89,] -0.0195 0.7699503 1.422643
[90,] -0.0193 0.7702349 1.422752
[91,] -0.0191 0.7705194 1.422861
[92,] -0.0190 0.7706617 1.422916
[93,] -0.0186 0.7712309 1.423134
[94,] -0.0153 0.7759302 1.424942
[95,] -0.0148 0.7766428 1.425217
[96,] -0.0142 0.7774980 1.425546
[97,] -0.0117 0.7810636 1.426921
[98,] -0.0109 0.7822053 1.427361
[99,] -0.0096 0.7840613 1.428076
[100,] -0.0088 0.7852040 1.428515
[101,] -0.0078 0.7866328 1.429065
[102,] -0.0075 0.7870615 1.429230
[103,] -0.0073 0.7873474 1.429340
[104,] -0.0064 0.7886340 1.429834
[105,] -0.0060 0.7892060 1.430054
[106,] -0.0052 0.7903502 1.430493
[107,] -0.0048 0.7909224 1.430713
[108,] -0.0039 0.7922103 1.431207
[109,] -0.0024 0.7943577 1.432030
[110,] -0.0014 0.7957900 1.432579
[111,] -0.0006 0.7969363 1.433018
[112,] -0.0001 0.7976529 1.433292
[113,] 0.0021 0.8008074 1.434499
[114,] 0.0044 0.8041082 1.435759
[115,] 0.0056 0.8058315 1.436417
[116,] 0.0064 0.8069808 1.436855
[117,] 0.0072 0.8081305 1.437293
[118,] 0.0080 0.8092805 1.437731
[119,] 0.0084 0.8098556 1.437950
[120,] 0.0085 0.8099994 1.438005
[121,] 0.0099 0.8120132 1.438771
[122,] 0.0107 0.8131644 1.439209
[123,] 0.0137 0.8174845 1.440850
[124,] 0.0159 0.8206557 1.442052
[125,] 0.0160 0.8207999 1.442107
[126,] 0.0164 0.8213767 1.442326
[127,] 0.0170 0.8222422 1.442653
[128,] 0.0183 0.8241181 1.443364
[129,] 0.0189 0.8249843 1.443691
[130,] 0.0190 0.8251286 1.443746
[131,] 0.0196 0.8259950 1.444074
[132,] 0.0197 0.8261394 1.444128
[133,] 0.0207 0.8275838 1.444674
[134,] 0.0211 0.8281617 1.444892
[135,] 0.0215 0.8287397 1.445111
[136,] 0.0224 0.8300405 1.445602
[137,] 0.0225 0.8301851 1.445657
[138,] 0.0230 0.8309080 1.445929
[139,] 0.0233 0.8313418 1.446093
[140,] 0.0240 0.8323542 1.446475
[141,] 0.0248 0.8335115 1.446911
[142,] 0.0250 0.8338009 1.447020
[143,] 0.0267 0.8362617 1.447947
[144,] 0.0286 0.8390137 1.448983
[145,] 0.0293 0.8400282 1.449364
[146,] 0.0308 0.8422028 1.450181
[147,] 0.0312 0.8427829 1.450399
[148,] 0.0316 0.8433631 1.450617
[149,] 0.0326 0.8448140 1.451161
[150,] 0.0332 0.8456848 1.451488
[151,] 0.0339 0.8467010 1.451869
[152,] 0.0350 0.8482984 1.452468
[153,] 0.0382 0.8529491 1.454208
[154,] 0.0396 0.8549855 1.454969
[155,] 0.0398 0.8552765 1.455078
[156,] 0.0413 0.8574597 1.455893
[157,] 0.0415 0.8577509 1.456002
[158,] 0.0421 0.8586246 1.456327
[159,] 0.0441 0.8615384 1.457414
[160,] 0.0443 0.8618298 1.457522
[161,] 0.0455 0.8635793 1.458174
[162,] 0.0467 0.8653295 1.458825
[163,] 0.0468 0.8654754 1.458879
[164,] 0.0470 0.8657671 1.458988
[165,] 0.0476 0.8666426 1.459313
[166,] 0.0491 0.8688322 1.460127
[167,] 0.0507 0.8711691 1.460994
[168,] 0.0512 0.8718997 1.461265
[169,] 0.0525 0.8737998 1.461970
[170,] 0.0531 0.8746771 1.462295
[171,] 0.0544 0.8765785 1.462999
[172,] 0.0546 0.8768711 1.463108
[173,] 0.0564 0.8795056 1.464082
[174,] 0.0579 0.8817023 1.464894
[175,] 0.0623 0.8881531 1.467275
[176,] 0.0628 0.8888868 1.467545
[177,] 0.0631 0.8893271 1.467707
[178,] 0.0648 0.8918230 1.468626
[179,] 0.0669 0.8949083 1.469760
[180,] 0.0672 0.8953492 1.469922
[181,] 0.0680 0.8965253 1.470354
[182,] 0.0693 0.8984372 1.471056
[183,] 0.0694 0.8985844 1.471110
[184,] 0.0702 0.8997614 1.471542
[185,] 0.0747 0.9063888 1.473969
[186,] 0.0750 0.9068310 1.474131
[187,] 0.0770 0.9097804 1.475209
[188,] 0.0783 0.9116986 1.475909
[189,] 0.0790 0.9127319 1.476286
[190,] 0.0807 0.9152423 1.477201
[191,] 0.0814 0.9162765 1.477578
[192,] 0.0827 0.9181978 1.478278
[193,] 0.0829 0.9184935 1.478386
[194,] 0.0835 0.9193806 1.478708
[195,] 0.0850 0.9215993 1.479515
[196,] 0.0871 0.9247074 1.480644
[197,] 0.0879 0.9258921 1.481074
[198,] 0.0880 0.9260402 1.481128
[199,] 0.0913 0.9309309 1.482901
[200,] 0.0935 0.9341946 1.484082
[201,] 0.0962 0.9382035 1.485531
[202,] 0.1000 0.9438524 1.487568
[203,] 0.1011 0.9454891 1.488158
[204,] 0.1013 0.9457867 1.488265
[205,] 0.1025 0.9475730 1.488908
[206,] 0.1058 0.9524893 1.490674
[207,] 0.1065 0.9535329 1.491049
[208,] 0.1086 0.9566653 1.492172
[209,] 0.1109 0.9600987 1.493402
[210,] 0.1110 0.9602481 1.493456
[211,] 0.1121 0.9618912 1.494044
[212,] 0.1123 0.9621900 1.494151
[213,] 0.1130 0.9632361 1.494524
[214,] 0.1131 0.9633855 1.494578
[215,] 0.1146 0.9656280 1.495377
[216,] 0.1150 0.9662262 1.495590
[217,] 0.1242 0.9800079 1.500433
[218,] 0.1246 0.9806082 1.500641
[219,] 0.1288 0.9869154 1.502819
[220,] 0.1304 0.9893206 1.503643
[221,] 0.1330 0.9932318 1.504980
[222,] 0.1331 0.9933823 1.505031
[223,] 0.1351 0.9963934 1.506059
[224,] 0.1361 0.9978997 1.506573
[225,] 0.1377 1.0003109 1.507395
[226,] 0.1407 1.0048354 1.508937
[227,] 0.1441 1.0099688 1.510683
[228,] 0.1443 1.0102709 1.510786
[229,] 0.1454 1.0119331 1.511351
[230,] 0.1508 1.0201019 1.514123
[231,] 0.1644 1.0407414 1.521101
[232,] 0.1793 1.0634627 1.528736
[233,] 0.1814 1.0666742 1.529811
[234,] 0.1838 1.0703472 1.531040
[235,] 0.1927 1.0839937 1.535594
[236,] 0.1978 1.0918319 1.538203
[237,] 0.2012 1.0970647 1.539940
[238,] 0.2026 1.0992211 1.540654
[239,] 0.2056 1.1038454 1.542178
[240,] 0.2087 1.1086286 1.543746
[241,] 0.2099 1.1104814 1.544351
[242,] 0.2385 1.1548531 1.558467
[243,] 0.2400 1.1571914 1.559191
[244,] 0.2620 1.1916090 1.569626
, , n=20
newdata fun 1der
[1,] -0.3064 0.6825066 1.434703
[2,] -0.2579 0.7526806 1.459169
[3,] -0.2523 0.7608600 1.462049
[4,] -0.2394 0.7797635 1.468768
[5,] -0.2304 0.7930040 1.473570
[6,] -0.2187 0.8102820 1.479956
[7,] -0.2181 0.8111700 1.480288
[8,] -0.2102 0.8228817 1.484697
[9,] -0.2015 0.8358200 1.489639
[10,] -0.1881 0.8558331 1.497434
[11,] -0.1846 0.8610777 1.499512
[12,] -0.1842 0.8616776 1.499750
[13,] -0.1831 0.8633277 1.500408
[14,] -0.1807 0.8669304 1.501848
[15,] -0.1782 0.8706869 1.503358
[16,] -0.1754 0.8748987 1.505060
[17,] -0.1697 0.8834875 1.508560
[18,] -0.1683 0.8856000 1.509427
[19,] -0.1663 0.8886201 1.510671
[20,] -0.1512 0.9115027 1.520134
[21,] -0.1505 0.9125669 1.520573
[22,] -0.1419 0.9256671 1.525979
[23,] -0.1353 0.9357522 1.530135
[24,] -0.1337 0.9382013 1.531143
[25,] -0.1285 0.9461717 1.534423
[26,] -0.1247 0.9520071 1.536822
[27,] -0.1209 0.9578516 1.539223
[28,] -0.1167 0.9643219 1.541880
[29,] -0.1154 0.9663269 1.542702
[30,] -0.1141 0.9683329 1.543525
[31,] -0.1138 0.9687960 1.543715
[32,] -0.1124 0.9709578 1.544602
[33,] -0.1123 0.9711123 1.544665
[34,] -0.1121 0.9714213 1.544792
[35,] -0.1053 0.9819405 1.549102
[36,] -0.1039 0.9841099 1.549990
[37,] -0.0988 0.9920231 1.553228
[38,] -0.0984 0.9926444 1.553482
[39,] -0.0977 0.9937320 1.553927
[40,] -0.0955 0.9971522 1.555325
[41,] -0.0948 0.9982411 1.555771
[42,] -0.0923 1.0021325 1.557361
[43,] -0.0909 1.0043134 1.558251
[44,] -0.0902 1.0054043 1.558697
[45,] -0.0888 1.0075871 1.559588
[46,] -0.0871 1.0102393 1.560671
[47,] -0.0866 1.0110198 1.560989
[48,] -0.0807 1.0202407 1.564750
[49,] -0.0806 1.0203972 1.564813
[50,] -0.0707 1.0359201 1.571135
[51,] -0.0693 1.0381203 1.572030
[52,] -0.0680 1.0401645 1.572861
[53,] -0.0671 1.0415803 1.573437
[54,] -0.0648 1.0452009 1.574909
[55,] -0.0644 1.0458309 1.575165
[56,] -0.0637 1.0469337 1.575613
[57,] -0.0636 1.0470913 1.575677
[58,] -0.0606 1.0518212 1.577598
[59,] -0.0541 1.0620891 1.581765
[60,] -0.0537 1.0627219 1.582022
[61,] -0.0520 1.0654122 1.583113
[62,] -0.0518 1.0657289 1.583241
[63,] -0.0516 1.0660455 1.583369
[64,] -0.0514 1.0663622 1.583498
[65,] -0.0507 1.0674708 1.583947
[66,] -0.0468 1.0736531 1.586452
[67,] -0.0467 1.0738117 1.586516
[68,] -0.0465 1.0741291 1.586645
[69,] -0.0407 1.0833424 1.590374
[70,] -0.0378 1.0879572 1.592241
[71,] -0.0374 1.0885942 1.592499
[72,] -0.0365 1.0900277 1.593078
[73,] -0.0361 1.0906650 1.593336
[74,] -0.0358 1.0911430 1.593529
[75,] -0.0345 1.0932151 1.594366
[76,] -0.0339 1.0941718 1.594753
[77,] -0.0321 1.0970434 1.595913
[78,] -0.0306 1.0994380 1.596880
[79,] -0.0302 1.1000768 1.597138
[80,] -0.0293 1.1015145 1.597719
[81,] -0.0290 1.1019939 1.597912
[82,] -0.0262 1.1064706 1.599719
[83,] -0.0261 1.1066305 1.599784
[84,] -0.0254 1.1077505 1.600235
[85,] -0.0244 1.1093511 1.600881
[86,] -0.0243 1.1095112 1.600946
[87,] -0.0240 1.1099915 1.601139
[88,] -0.0206 1.1154391 1.603336
[89,] -0.0195 1.1172032 1.604047
[90,] -0.0193 1.1175240 1.604176
[91,] -0.0191 1.1178448 1.604305
[92,] -0.0190 1.1180053 1.604370
[93,] -0.0186 1.1186471 1.604629
[94,] -0.0153 1.1239459 1.606763
[95,] -0.0148 1.1247493 1.607087
[96,] -0.0142 1.1257137 1.607475
[97,] -0.0117 1.1297344 1.609093
[98,] -0.0109 1.1310219 1.609611
[99,] -0.0096 1.1331149 1.610453
[100,] -0.0088 1.1344035 1.610972
[101,] -0.0078 1.1360148 1.611620
[102,] -0.0075 1.1364983 1.611814
[103,] -0.0073 1.1368207 1.611944
[104,] -0.0064 1.1382717 1.612527
[105,] -0.0060 1.1389168 1.612786
[106,] -0.0052 1.1402072 1.613305
[107,] -0.0048 1.1408526 1.613564
[108,] -0.0039 1.1423050 1.614148
[109,] -0.0024 1.1447270 1.615121
[110,] -0.0014 1.1463424 1.615770
[111,] -0.0006 1.1476353 1.616289
[112,] -0.0001 1.1484435 1.616614
[113,] 0.0021 1.1520016 1.618042
[114,] 0.0044 1.1557248 1.619536
[115,] 0.0056 1.1576687 1.620316
[116,] 0.0064 1.1589652 1.620836
[117,] 0.0072 1.1602621 1.621356
[118,] 0.0080 1.1615594 1.621876
[119,] 0.0084 1.1622082 1.622137
[120,] 0.0085 1.1623704 1.622202
[121,] 0.0099 1.1646421 1.623112
[122,] 0.0107 1.1659408 1.623633
[123,] 0.0137 1.1708146 1.625585
[124,] 0.0159 1.1743925 1.627018
[125,] 0.0160 1.1745552 1.627083
[126,] 0.0164 1.1752061 1.627344
[127,] 0.0170 1.1761826 1.627735
[128,] 0.0183 1.1782992 1.628582
[129,] 0.0189 1.1792765 1.628973
[130,] 0.0190 1.1794394 1.629038
[131,] 0.0196 1.1804169 1.629429
[132,] 0.0197 1.1805799 1.629494
[133,] 0.0207 1.1822097 1.630146
[134,] 0.0211 1.1828618 1.630407
[135,] 0.0215 1.1835140 1.630668
[136,] 0.0224 1.1849819 1.631255
[137,] 0.0225 1.1851450 1.631320
[138,] 0.0230 1.1859608 1.631646
[139,] 0.0233 1.1864503 1.631842
[140,] 0.0240 1.1875927 1.632299
[141,] 0.0248 1.1888988 1.632821
[142,] 0.0250 1.1892254 1.632951
[143,] 0.0267 1.1920023 1.634061
[144,] 0.0286 1.1951082 1.635302
[145,] 0.0293 1.1962531 1.635759
[146,] 0.0308 1.1987075 1.636739
[147,] 0.0312 1.1993622 1.637001
[148,] 0.0316 1.2000171 1.637262
[149,] 0.0326 1.2016546 1.637916
[150,] 0.0332 1.2026375 1.638307
[151,] 0.0339 1.2037845 1.638764
[152,] 0.0350 1.2055875 1.639480
[153,] 0.0382 1.2108372 1.641555
[154,] 0.0396 1.2131360 1.642459
[155,] 0.0398 1.2134645 1.642588
[156,] 0.0413 1.2159291 1.643554
[157,] 0.0415 1.2162578 1.643682
[158,] 0.0421 1.2172441 1.644068
[159,] 0.0441 1.2205336 1.645350
[160,] 0.0443 1.2208626 1.645478
[161,] 0.0455 1.2228377 1.646245
[162,] 0.0467 1.2248136 1.647010
[163,] 0.0468 1.2249783 1.647073
[164,] 0.0470 1.2253078 1.647201
[165,] 0.0476 1.2262962 1.647582
[166,] 0.0491 1.2287683 1.648535
[167,] 0.0507 1.2314068 1.649548
[168,] 0.0512 1.2322316 1.649864
[169,] 0.0525 1.2343770 1.650684
[170,] 0.0531 1.2353675 1.651062
[171,] 0.0544 1.2375144 1.651880
[172,] 0.0546 1.2378448 1.652005
[173,] 0.0564 1.2408194 1.653133
[174,] 0.0579 1.2432998 1.654071
[175,] 0.0623 1.2505838 1.656806
[176,] 0.0628 1.2514122 1.657115
[177,] 0.0631 1.2519094 1.657300
[178,] 0.0648 1.2547277 1.658350
[179,] 0.0669 1.2582116 1.659641
[180,] 0.0672 1.2587095 1.659825
[181,] 0.0680 1.2600376 1.660315
[182,] 0.0693 1.2621965 1.661111
[183,] 0.0694 1.2623626 1.661172
[184,] 0.0702 1.2636917 1.661660
[185,] 0.0747 1.2711754 1.664393
[186,] 0.0750 1.2716747 1.664575
[187,] 0.0770 1.2750051 1.665781
[188,] 0.0783 1.2771711 1.666563
[189,] 0.0790 1.2783378 1.666983
[190,] 0.0807 1.2811726 1.668001
[191,] 0.0814 1.2823403 1.668420
[192,] 0.0827 1.2845098 1.669195
[193,] 0.0829 1.2848436 1.669314
[194,] 0.0835 1.2858453 1.669671
[195,] 0.0850 1.2883505 1.670562
[196,] 0.0871 1.2918600 1.671805
[197,] 0.0879 1.2931976 1.672277
[198,] 0.0880 1.2933648 1.672336
[199,] 0.0913 1.2988868 1.674275
[200,] 0.0935 1.3025716 1.675561
[201,] 0.0962 1.3070977 1.677131
[202,] 0.1000 1.3134750 1.679328
[203,] 0.1011 1.3153226 1.679961
[204,] 0.1013 1.3156586 1.680075
[205,] 0.1025 1.3176751 1.680764
[206,] 0.1058 1.3232247 1.682648
[207,] 0.1065 1.3244027 1.683046
[208,] 0.1086 1.3279384 1.684237
[209,] 0.1109 1.3318136 1.685536
[210,] 0.1110 1.3319822 1.685592
[211,] 0.1121 1.3338367 1.686211
[212,] 0.1123 1.3341739 1.686324
[213,] 0.1130 1.3353545 1.686716
[214,] 0.1131 1.3355232 1.686773
[215,] 0.1146 1.3380539 1.687612
[216,] 0.1150 1.3387290 1.687836
[217,] 0.1242 1.3542806 1.692927
[218,] 0.1246 1.3549578 1.693146
[219,] 0.1288 1.3620739 1.695436
[220,] 0.1304 1.3647873 1.696303
[221,] 0.1330 1.3691995 1.697706
[222,] 0.1331 1.3693692 1.697759
[223,] 0.1351 1.3727658 1.698833
[224,] 0.1361 1.3744649 1.699368
[225,] 0.1377 1.3771846 1.700221
[226,] 0.1407 1.3822877 1.701814
[227,] 0.1441 1.3880769 1.703607
[228,] 0.1443 1.3884176 1.703712
[229,] 0.1454 1.3902920 1.704289
[230,] 0.1508 1.3995028 1.707100
[231,] 0.1644 1.4227667 1.714034
[232,] 0.1793 1.4483609 1.721386
[233,] 0.1814 1.4519769 1.722402
[234,] 0.1838 1.4561121 1.723557
[235,] 0.1927 1.4714706 1.727782
[236,] 0.1978 1.4802883 1.730162
[237,] 0.2012 1.4861736 1.731732
[238,] 0.2026 1.4885984 1.732374
[239,] 0.2056 1.4937976 1.733744
[240,] 0.2087 1.4991744 1.735148
[241,] 0.2099 1.5012569 1.735689
[242,] 0.2385 1.5510771 1.748087
[243,] 0.2400 1.5536997 1.748711
[244,] 0.2620 1.5922709 1.757818
, , n=30
newdata fun 1der
[1,] -0.3064 0.8743262 0.9247373
[2,] -0.2579 0.9192231 0.9258864
[3,] -0.2523 0.9244080 0.9258864
[4,] -0.2394 0.9363520 0.9258864
[5,] -0.2304 0.9446850 0.9258864
[6,] -0.2187 0.9555178 0.9258864
[7,] -0.2181 0.9560734 0.9258864
[8,] -0.2102 0.9633879 0.9258864
[9,] -0.2015 0.9714431 0.9258864
[10,] -0.1881 0.9838499 0.9258864
[11,] -0.1846 0.9870905 0.9258864
[12,] -0.1842 0.9874609 0.9258864
[13,] -0.1831 0.9884794 0.9258864
[14,] -0.1807 0.9907015 0.9258864
[15,] -0.1782 0.9930162 0.9258864
[16,] -0.1754 0.9956087 0.9258864
[17,] -0.1697 1.0008863 0.9258864
[18,] -0.1683 1.0021825 0.9258864
[19,] -0.1663 1.0040343 0.9258864
[20,] -0.1512 1.0180152 0.9258864
[21,] -0.1505 1.0186633 0.9258864
[22,] -0.1419 1.0266259 0.9258864
[23,] -0.1353 1.0327367 0.9258864
[24,] -0.1337 1.0342182 0.9258864
[25,] -0.1285 1.0390328 0.9258864
[26,] -0.1247 1.0425511 0.9258864
[27,] -0.1209 1.0460695 0.9258864
[28,] -0.1167 1.0499582 0.9258864
[29,] -0.1154 1.0511619 0.9258864
[30,] -0.1141 1.0523655 0.9258864
[31,] -0.1138 1.0526433 0.9258864
[32,] -0.1124 1.0539395 0.9258864
[33,] -0.1123 1.0540321 0.9258864
[34,] -0.1121 1.0542173 0.9258864
[35,] -0.1053 1.0605133 0.9258864
[36,] -0.1039 1.0618096 0.9258864
[37,] -0.0988 1.0665316 0.9258864
[38,] -0.0984 1.0669020 0.9258864
[39,] -0.0977 1.0675501 0.9258864
[40,] -0.0955 1.0695870 0.9258864
[41,] -0.0948 1.0702351 0.9258864
[42,] -0.0923 1.0725499 0.9258864
[43,] -0.0909 1.0738461 0.9258864
[44,] -0.0902 1.0744942 0.9258864
[45,] -0.0888 1.0757905 0.9258864
[46,] -0.0871 1.0773645 0.9258864
[47,] -0.0866 1.0778274 0.9258864
[48,] -0.0807 1.0832901 0.9258864
[49,] -0.0806 1.0833827 0.9258864
[50,] -0.0707 1.0925490 0.9258864
[51,] -0.0693 1.0938453 0.9258864
[52,] -0.0680 1.0950489 0.9258864
[53,] -0.0671 1.0958822 0.9258864
[54,] -0.0648 1.0980117 0.9258864
[55,] -0.0644 1.0983821 0.9258864
[56,] -0.0637 1.0990302 0.9258864
[57,] -0.0636 1.0991228 0.9258864
[58,] -0.0606 1.1019005 0.9258864
[59,] -0.0541 1.1079187 0.9258864
[60,] -0.0537 1.1082891 0.9258864
[61,] -0.0520 1.1098631 0.9258864
[62,] -0.0518 1.1100483 0.9258864
[63,] -0.0516 1.1102334 0.9258864
[64,] -0.0514 1.1104186 0.9258864
[65,] -0.0507 1.1110667 0.9258864
[66,] -0.0468 1.1146777 0.9258864
[67,] -0.0467 1.1147703 0.9258864
[68,] -0.0465 1.1149555 0.9258864
[69,] -0.0407 1.1203256 0.9258864
[70,] -0.0378 1.1230107 0.9258864
[71,] -0.0374 1.1233810 0.9258864
[72,] -0.0365 1.1242143 0.9258864
[73,] -0.0361 1.1245847 0.9258864
[74,] -0.0358 1.1248624 0.9258864
[75,] -0.0345 1.1260661 0.9258864
[76,] -0.0339 1.1266216 0.9258864
[77,] -0.0321 1.1282882 0.9258864
[78,] -0.0306 1.1296771 0.9258864
[79,] -0.0302 1.1300474 0.9258864
[80,] -0.0293 1.1308807 0.9258864
[81,] -0.0290 1.1311585 0.9258864
[82,] -0.0262 1.1337510 0.9258864
[83,] -0.0261 1.1338435 0.9258864
[84,] -0.0254 1.1344917 0.9258864
[85,] -0.0244 1.1354176 0.9258864
[86,] -0.0243 1.1355101 0.9258864
[87,] -0.0240 1.1357879 0.9258864
[88,] -0.0206 1.1389359 0.9258864
[89,] -0.0195 1.1399544 0.9258864
[90,] -0.0193 1.1401396 0.9258864
[91,] -0.0191 1.1403247 0.9258864
[92,] -0.0190 1.1404173 0.9258864
[93,] -0.0186 1.1407877 0.9258864
[94,] -0.0153 1.1438431 0.9258864
[95,] -0.0148 1.1443061 0.9258864
[96,] -0.0142 1.1448616 0.9258864
[97,] -0.0117 1.1471763 0.9258864
[98,] -0.0109 1.1479170 0.9258864
[99,] -0.0096 1.1491207 0.9258864
[100,] -0.0088 1.1498614 0.9258864
[101,] -0.0078 1.1507873 0.9258864
[102,] -0.0075 1.1510650 0.9258864
[103,] -0.0073 1.1512502 0.9258864
[104,] -0.0064 1.1520835 0.9258864
[105,] -0.0060 1.1524539 0.9258864
[106,] -0.0052 1.1531946 0.9258864
[107,] -0.0048 1.1535649 0.9258864
[108,] -0.0039 1.1543982 0.9258864
[109,] -0.0024 1.1557871 0.9258864
[110,] -0.0014 1.1567129 0.9258864
[111,] -0.0006 1.1574536 0.9258864
[112,] -0.0001 1.1579166 0.9258864
[113,] 0.0021 1.1599535 0.9258864
[114,] 0.0044 1.1620831 0.9258864
[115,] 0.0056 1.1631941 0.9258864
[116,] 0.0064 1.1639349 0.9258864
[117,] 0.0072 1.1646756 0.9258864
[118,] 0.0080 1.1654163 0.9258864
[119,] 0.0084 1.1657866 0.9258864
[120,] 0.0085 1.1658792 0.9258864
[121,] 0.0099 1.1671755 0.9258864
[122,] 0.0107 1.1679162 0.9258864
[123,] 0.0137 1.1706938 0.9258864
[124,] 0.0159 1.1727308 0.9258864
[125,] 0.0160 1.1728234 0.9258864
[126,] 0.0164 1.1731937 0.9258864
[127,] 0.0170 1.1737492 0.9258864
[128,] 0.0183 1.1749529 0.9258864
[129,] 0.0189 1.1755084 0.9258864
[130,] 0.0190 1.1756010 0.9258864
[131,] 0.0196 1.1761566 0.9258864
[132,] 0.0197 1.1762491 0.9258864
[133,] 0.0207 1.1771750 0.9258864
[134,] 0.0211 1.1775454 0.9258864
[135,] 0.0215 1.1779157 0.9258864
[136,] 0.0224 1.1787490 0.9258864
[137,] 0.0225 1.1788416 0.9258864
[138,] 0.0230 1.1793046 0.9258864
[139,] 0.0233 1.1795823 0.9258864
[140,] 0.0240 1.1802305 0.9258864
[141,] 0.0248 1.1809712 0.9258864
[142,] 0.0250 1.1811563 0.9258864
[143,] 0.0267 1.1827303 0.9258864
[144,] 0.0286 1.1844895 0.9258864
[145,] 0.0293 1.1851377 0.9258864
[146,] 0.0308 1.1865265 0.9258864
[147,] 0.0312 1.1868968 0.9258864
[148,] 0.0316 1.1872672 0.9258864
[149,] 0.0326 1.1881931 0.9258864
[150,] 0.0332 1.1887486 0.9258864
[151,] 0.0339 1.1893967 0.9258864
[152,] 0.0350 1.1904152 0.9258864
[153,] 0.0382 1.1933780 0.9258864
[154,] 0.0396 1.1946743 0.9258864
[155,] 0.0398 1.1948595 0.9258864
[156,] 0.0413 1.1962483 0.9258864
[157,] 0.0415 1.1964335 0.9258864
[158,] 0.0421 1.1969890 0.9258864
[159,] 0.0441 1.1988408 0.9258864
[160,] 0.0443 1.1990259 0.9258864
[161,] 0.0455 1.2001370 0.9258864
[162,] 0.0467 1.2012481 0.9258864
[163,] 0.0468 1.2013407 0.9258864
[164,] 0.0470 1.2015258 0.9258864
[165,] 0.0476 1.2020814 0.9258864
[166,] 0.0491 1.2034702 0.9258864
[167,] 0.0507 1.2049516 0.9258864
[168,] 0.0512 1.2054146 0.9258864
[169,] 0.0525 1.2066182 0.9258864
[170,] 0.0531 1.2071737 0.9258864
[171,] 0.0544 1.2083774 0.9258864
[172,] 0.0546 1.2085626 0.9258864
[173,] 0.0564 1.2102292 0.9258864
[174,] 0.0579 1.2116180 0.9258864
[175,] 0.0623 1.2156919 0.9258864
[176,] 0.0628 1.2161548 0.9258864
[177,] 0.0631 1.2164326 0.9258864
[178,] 0.0648 1.2180066 0.9258864
[179,] 0.0669 1.2199510 0.9258864
[180,] 0.0672 1.2202287 0.9258864
[181,] 0.0680 1.2209695 0.9258864
[182,] 0.0693 1.2221731 0.9258864
[183,] 0.0694 1.2222657 0.9258864
[184,] 0.0702 1.2230064 0.9258864
[185,] 0.0747 1.2271729 0.9258864
[186,] 0.0750 1.2274507 0.9258864
[187,] 0.0770 1.2293024 0.9258864
[188,] 0.0783 1.2305061 0.9258864
[189,] 0.0790 1.2311542 0.9258864
[190,] 0.0807 1.2327282 0.9258864
[191,] 0.0814 1.2333763 0.9258864
[192,] 0.0827 1.2345800 0.9258864
[193,] 0.0829 1.2347652 0.9258864
[194,] 0.0835 1.2353207 0.9258864
[195,] 0.0850 1.2367095 0.9258864
[196,] 0.0871 1.2386539 0.9258864
[197,] 0.0879 1.2393946 0.9258864
[198,] 0.0880 1.2394872 0.9258864
[199,] 0.0913 1.2425426 0.9258864
[200,] 0.0935 1.2445796 0.9258864
[201,] 0.0962 1.2470795 0.9258864
[202,] 0.1000 1.2505978 0.9258864
[203,] 0.1011 1.2516163 0.9258864
[204,] 0.1013 1.2518015 0.9258864
[205,] 0.1025 1.2529125 0.9258864
[206,] 0.1058 1.2559680 0.9258864
[207,] 0.1065 1.2566161 0.9258864
[208,] 0.1086 1.2585604 0.9258864
[209,] 0.1109 1.2606900 0.9258864
[210,] 0.1110 1.2607826 0.9258864
[211,] 0.1121 1.2618010 0.9258864
[212,] 0.1123 1.2619862 0.9258864
[213,] 0.1130 1.2626343 0.9258864
[214,] 0.1131 1.2627269 0.9258864
[215,] 0.1146 1.2641158 0.9258864
[216,] 0.1150 1.2644861 0.9258864
[217,] 0.1242 1.2730043 0.9258864
[218,] 0.1246 1.2733746 0.9258864
[219,] 0.1288 1.2772634 0.9258864
[220,] 0.1304 1.2787448 0.9258864
[221,] 0.1330 1.2811521 0.9258864
[222,] 0.1331 1.2812447 0.9258864
[223,] 0.1351 1.2830964 0.9258864
[224,] 0.1361 1.2840223 0.9258864
[225,] 0.1377 1.2855037 0.9258864
[226,] 0.1407 1.2882814 0.9258864
[227,] 0.1441 1.2914294 0.9258864
[228,] 0.1443 1.2916146 0.9258864
[229,] 0.1454 1.2926331 0.9258864
[230,] 0.1508 1.2976329 0.9258864
[231,] 0.1644 1.3102249 0.9258864
[232,] 0.1793 1.3240206 0.9258864
[233,] 0.1814 1.3259650 0.9258864
[234,] 0.1838 1.3281871 0.9258864
[235,] 0.1927 1.3364275 0.9258864
[236,] 0.1978 1.3411495 0.9258864
[237,] 0.2012 1.3442975 0.9258864
[238,] 0.2026 1.3455938 0.9258864
[239,] 0.2056 1.3483714 0.9258864
[240,] 0.2087 1.3512417 0.9258864
[241,] 0.2099 1.3523527 0.9258864
[242,] 0.2385 1.3788331 0.9258864
[243,] 0.2400 1.3802219 0.9258864
[244,] 0.2620 1.4005914 0.9258864
, , n=44
newdata fun 1der
[1,] -0.3064 0.7842875 1.081397
[2,] -0.2579 0.8374339 1.110131
[3,] -0.2523 0.8436599 1.113418
[4,] -0.2394 0.8580717 1.120969
[5,] -0.2304 0.8681840 1.126217
[6,] -0.2187 0.8814006 1.133015
[7,] -0.2181 0.8820805 1.133363
[8,] -0.2102 0.8910521 1.137955
[9,] -0.2015 0.9009746 1.143082
[10,] -0.1881 0.9163456 1.151132
[11,] -0.1846 0.9203783 1.153265
[12,] -0.1842 0.9208397 1.153509
[13,] -0.1831 0.9221089 1.154183
[14,] -0.1807 0.9248807 1.155656
[15,] -0.1782 0.9277718 1.157197
[16,] -0.1754 0.9310143 1.158931
[17,] -0.1697 0.9376303 1.162466
[18,] -0.1683 0.9392584 1.163331
[19,] -0.1663 0.9415863 1.164563
[20,] -0.1512 0.9592415 1.173891
[21,] -0.1505 0.9600634 1.174326
[22,] -0.1419 0.9701856 1.179690
[23,] -0.1353 0.9779852 1.183829
[24,] -0.1337 0.9798801 1.184836
[25,] -0.1285 0.9860498 1.188116
[26,] -0.1247 0.9905692 1.190522
[27,] -0.1209 0.9950978 1.192934
[28,] -0.1167 1.0001137 1.195607
[29,] -0.1154 1.0016685 1.196437
[30,] -0.1141 1.0032244 1.197267
[31,] -0.1138 1.0035837 1.197459
[32,] -0.1124 1.0052607 1.198354
[33,] -0.1123 1.0053806 1.198418
[34,] -0.1121 1.0056203 1.198546
[35,] -0.1053 1.0137852 1.202907
[36,] -0.1039 1.0154699 1.203808
[37,] -0.0988 1.0216177 1.207097
[38,] -0.0984 1.0221006 1.207355
[39,] -0.0977 1.0229459 1.207808
[40,] -0.0955 1.0256046 1.209232
[41,] -0.0948 1.0264513 1.209685
[42,] -0.0923 1.0294775 1.211307
[43,] -0.0909 1.0311740 1.212216
[44,] -0.0902 1.0320227 1.212671
[45,] -0.0888 1.0337210 1.213582
[46,] -0.0871 1.0357851 1.214686
[47,] -0.0866 1.0363925 1.215011
[48,] -0.0807 1.0435724 1.218840
[49,] -0.0806 1.0436942 1.218904
[50,] -0.0707 1.0557931 1.225308
[51,] -0.0693 1.0575092 1.226212
[52,] -0.0680 1.0591038 1.227051
[53,] -0.0671 1.0602084 1.227631
[54,] -0.0648 1.0630337 1.229113
[55,] -0.0644 1.0635254 1.229371
[56,] -0.0637 1.0643861 1.229822
[57,] -0.0636 1.0645091 1.229886
[58,] -0.0606 1.0682016 1.231816
[59,] -0.0541 1.0762220 1.235991
[60,] -0.0537 1.0767164 1.236248
[61,] -0.0520 1.0788190 1.237338
[62,] -0.0518 1.0790665 1.237466
[63,] -0.0516 1.0793140 1.237594
[64,] -0.0514 1.0795615 1.237722
[65,] -0.0507 1.0804281 1.238171
[66,] -0.0468 1.0852618 1.240660
[67,] -0.0467 1.0853859 1.240724
[68,] -0.0465 1.0856340 1.240851
[69,] -0.0407 1.0928416 1.244503
[70,] -0.0378 1.0964533 1.246308
[71,] -0.0374 1.0969518 1.246556
[72,] -0.0365 1.0980740 1.247112
[73,] -0.0361 1.0985729 1.247359
[74,] -0.0358 1.0989471 1.247544
[75,] -0.0345 1.1005694 1.248344
[76,] -0.0339 1.1013185 1.248712
[77,] -0.0321 1.1035672 1.249813
[78,] -0.0306 1.1054426 1.250726
[79,] -0.0302 1.1059430 1.250969
[80,] -0.0293 1.1070691 1.251515
[81,] -0.0290 1.1074446 1.251696
[82,] -0.0262 1.1109517 1.253384
[83,] -0.0261 1.1110770 1.253444
[84,] -0.0254 1.1119546 1.253864
[85,] -0.0244 1.1132087 1.254464
[86,] -0.0243 1.1133342 1.254523
[87,] -0.0240 1.1137106 1.254703
[88,] -0.0206 1.1179800 1.256728
[89,] -0.0195 1.1193628 1.257379
[90,] -0.0193 1.1196143 1.257498
[91,] -0.0191 1.1198658 1.257616
[92,] -0.0190 1.1199915 1.257675
[93,] -0.0186 1.1204947 1.257911
[94,] -0.0153 1.1246490 1.259852
[95,] -0.0148 1.1252790 1.260145
[96,] -0.0142 1.1260352 1.260495
[97,] -0.0117 1.1291882 1.261952
[98,] -0.0109 1.1301980 1.262416
[99,] -0.0096 1.1318396 1.263169
[100,] -0.0088 1.1328503 1.263630
[101,] -0.0078 1.1341142 1.264207
[102,] -0.0075 1.1344935 1.264379
[103,] -0.0073 1.1347464 1.264494
[104,] -0.0064 1.1358847 1.265011
[105,] -0.0060 1.1363907 1.265240
[106,] -0.0052 1.1374031 1.265698
[107,] -0.0048 1.1379094 1.265927
[108,] -0.0039 1.1390490 1.266440
[109,] -0.0024 1.1409493 1.267294
[110,] -0.0014 1.1422169 1.267861
[111,] -0.0006 1.1432313 1.268314
[112,] -0.0001 1.1438656 1.268596
[113,] 0.0021 1.1466579 1.269835
[114,] 0.0044 1.1495800 1.271123
[115,] 0.0056 1.1511057 1.271792
[116,] 0.0064 1.1521233 1.272238
[117,] 0.0072 1.1531413 1.272682
[118,] 0.0080 1.1541596 1.273125
[119,] 0.0084 1.1546689 1.273346
[120,] 0.0085 1.1547962 1.273401
[121,] 0.0099 1.1565795 1.274174
[122,] 0.0107 1.1575991 1.274614
[123,] 0.0137 1.1614254 1.276257
[124,] 0.0159 1.1642345 1.277454
[125,] 0.0160 1.1643622 1.277508
[126,] 0.0164 1.1648732 1.277725
[127,] 0.0170 1.1656400 1.278050
[128,] 0.0183 1.1673019 1.278752
[129,] 0.0189 1.1680692 1.279076
[130,] 0.0190 1.1681972 1.279129
[131,] 0.0196 1.1689647 1.279452
[132,] 0.0197 1.1690927 1.279506
[133,] 0.0207 1.1703725 1.280042
[134,] 0.0211 1.1708845 1.280257
[135,] 0.0215 1.1713967 1.280471
[136,] 0.0224 1.1725493 1.280951
[137,] 0.0225 1.1726774 1.281005
[138,] 0.0230 1.1733180 1.281271
[139,] 0.0233 1.1737024 1.281431
[140,] 0.0240 1.1745995 1.281803
[141,] 0.0248 1.1756251 1.282228
[142,] 0.0250 1.1758816 1.282334
[143,] 0.0267 1.1780623 1.283233
[144,] 0.0286 1.1805014 1.284232
[145,] 0.0293 1.1814005 1.284600
[146,] 0.0308 1.1833280 1.285384
[147,] 0.0312 1.1838422 1.285592
[148,] 0.0316 1.1843564 1.285801
[149,] 0.0326 1.1856425 1.286320
[150,] 0.0332 1.1864144 1.286630
[151,] 0.0339 1.1873152 1.286992
[152,] 0.0350 1.1887312 1.287559
[153,] 0.0382 1.1928540 1.289194
[154,] 0.0396 1.1946593 1.289903
[155,] 0.0398 1.1949173 1.290005
[156,] 0.0413 1.1968529 1.290760
[157,] 0.0415 1.1971111 1.290861
[158,] 0.0421 1.1978857 1.291162
[159,] 0.0441 1.2004690 1.292160
[160,] 0.0443 1.2007274 1.292260
[161,] 0.0455 1.2022785 1.292855
[162,] 0.0467 1.2038303 1.293447
[163,] 0.0468 1.2039596 1.293497
[164,] 0.0470 1.2042183 1.293595
[165,] 0.0476 1.2049946 1.293890
[166,] 0.0491 1.2069360 1.294624
[167,] 0.0507 1.2090080 1.295403
[168,] 0.0512 1.2096558 1.295646
[169,] 0.0525 1.2113405 1.296274
[170,] 0.0531 1.2121184 1.296563
[171,] 0.0544 1.2138043 1.297187
[172,] 0.0546 1.2140637 1.297282
[173,] 0.0564 1.2163996 1.298140
[174,] 0.0579 1.2183474 1.298851
[175,] 0.0623 1.2240669 1.300911
[176,] 0.0628 1.2247174 1.301143
[177,] 0.0631 1.2251077 1.301282
[178,] 0.0648 1.2273206 1.302066
[179,] 0.0669 1.2300559 1.303027
[180,] 0.0672 1.2304469 1.303164
[181,] 0.0680 1.2314895 1.303528
[182,] 0.0693 1.2331845 1.304116
[183,] 0.0694 1.2333149 1.304161
[184,] 0.0702 1.2343584 1.304522
[185,] 0.0747 1.2402333 1.306528
[186,] 0.0750 1.2406252 1.306660
[187,] 0.0770 1.2432394 1.307539
[188,] 0.0783 1.2449396 1.308106
[189,] 0.0790 1.2458554 1.308410
[190,] 0.0807 1.2480803 1.309145
[191,] 0.0814 1.2489968 1.309446
[192,] 0.0827 1.2506995 1.310003
[193,] 0.0829 1.2509615 1.310088
[194,] 0.0835 1.2517476 1.310344
[195,] 0.0850 1.2537136 1.310980
[196,] 0.0871 1.2564676 1.311864
[197,] 0.0879 1.2575172 1.312199
[198,] 0.0880 1.2576484 1.312241
[199,] 0.0913 1.2619811 1.313609
[200,] 0.0935 1.2648720 1.314509
[201,] 0.0962 1.2684227 1.315603
[202,] 0.1000 1.2734249 1.317119
[203,] 0.1011 1.2748739 1.317553
[204,] 0.1013 1.2751374 1.317632
[205,] 0.1025 1.2767189 1.318102
[206,] 0.1058 1.2810707 1.319383
[207,] 0.1065 1.2819944 1.319652
[208,] 0.1086 1.2847665 1.320454
[209,] 0.1109 1.2878046 1.321323
[210,] 0.1110 1.2879367 1.321360
[211,] 0.1121 1.2893904 1.321772
[212,] 0.1123 1.2896548 1.321847
[213,] 0.1130 1.2905802 1.322108
[214,] 0.1131 1.2907124 1.322145
[215,] 0.1146 1.2926960 1.322701
[216,] 0.1150 1.2932251 1.322848
[217,] 0.1242 1.3054107 1.326159
[218,] 0.1246 1.3059412 1.326300
[219,] 0.1288 1.3115147 1.327757
[220,] 0.1304 1.3136395 1.328304
[221,] 0.1330 1.3170943 1.329182
[222,] 0.1331 1.3172272 1.329216
[223,] 0.1351 1.3198863 1.329883
[224,] 0.1361 1.3212163 1.330213
[225,] 0.1377 1.3233451 1.330739
[226,] 0.1407 1.3273388 1.331711
[227,] 0.1441 1.3318685 1.332794
[228,] 0.1443 1.3321350 1.332857
[229,] 0.1454 1.3336014 1.333202
[230,] 0.1508 1.3408052 1.334865
[231,] 0.1644 1.3589866 1.338819
[232,] 0.1793 1.3789649 1.342763
[233,] 0.1814 1.3817852 1.343287
[234,] 0.1838 1.3850098 1.343875
[235,] 0.1927 1.3969797 1.345968
[236,] 0.1978 1.4038471 1.347117
[237,] 0.2012 1.4084286 1.347867
[238,] 0.2026 1.4103158 1.348172
[239,] 0.2056 1.4143613 1.348820
[240,] 0.2087 1.4185436 1.349479
[241,] 0.2099 1.4201632 1.349731
[242,] 0.2385 1.4588470 1.355291
[243,] 0.2400 1.4608802 1.355558
[244,] 0.2620 1.4907446 1.359423
, , n=67
newdata fun 1der
[1,] -0.3064 1.013659 0.6177474
[2,] -0.2579 1.044849 0.6678414
[3,] -0.2523 1.048604 0.6733090
[4,] -0.2394 1.057369 0.6856068
[5,] -0.2304 1.063577 0.6939411
[6,] -0.2187 1.071759 0.7044740
[7,] -0.2181 1.072181 0.7050050
[8,] -0.2102 1.077778 0.7118601
[9,] -0.2015 1.084003 0.7189674
[10,] -0.1881 1.093706 0.7290855
[11,] -0.1846 1.096262 0.7315926
[12,] -0.1842 1.096554 0.7318755
[13,] -0.1831 1.097360 0.7326498
[14,] -0.1807 1.099120 0.7343200
[15,] -0.1782 1.100958 0.7360317
[16,] -0.1754 1.103022 0.7379148
[17,] -0.1697 1.107239 0.7416373
[18,] -0.1683 1.108278 0.7425289
[19,] -0.1663 1.109764 0.7437869
[20,] -0.1512 1.121064 0.7526939
[21,] -0.1505 1.121591 0.7530815
[22,] -0.1419 1.128087 0.7576930
[23,] -0.1353 1.133099 0.7611333
[24,] -0.1337 1.134318 0.7619564
[25,] -0.1285 1.138287 0.7646021
[26,] -0.1247 1.141196 0.7665070
[27,] -0.1209 1.144112 0.7683880
[28,] -0.1167 1.147344 0.7704390
[29,] -0.1154 1.148346 0.7710679
[30,] -0.1141 1.149349 0.7716940
[31,] -0.1138 1.149580 0.7718381
[32,] -0.1124 1.150661 0.7725085
[33,] -0.1123 1.150738 0.7725563
[34,] -0.1121 1.150893 0.7726517
[35,] -0.1053 1.156158 0.7758583
[36,] -0.1039 1.157245 0.7765089
[37,] -0.0988 1.161211 0.7788515
[38,] -0.0984 1.161522 0.7790334
[39,] -0.0977 1.162068 0.7793511
[40,] -0.0955 1.163783 0.7803443
[41,] -0.0948 1.164330 0.7806587
[42,] -0.0923 1.166283 0.7817795
[43,] -0.0909 1.167378 0.7824057
[44,] -0.0902 1.167926 0.7827185
[45,] -0.0888 1.169022 0.7833457
[46,] -0.0871 1.170354 0.7841102
[47,] -0.0866 1.170746 0.7843356
[48,] -0.0807 1.175382 0.7870179
[49,] -0.0806 1.175460 0.7870638
[50,] -0.0707 1.183275 0.7917069
[51,] -0.0693 1.184384 0.7923794
[52,] -0.0680 1.185414 0.7930074
[53,] -0.0671 1.186128 0.7934442
[54,] -0.0648 1.187955 0.7945678
[55,] -0.0644 1.188272 0.7947643
[56,] -0.0637 1.188829 0.7951089
[57,] -0.0636 1.188908 0.7951582
[58,] -0.0606 1.191296 0.7966470
[59,] -0.0541 1.196485 0.7999350
[60,] -0.0537 1.196805 0.8001401
[61,] -0.0520 1.198166 0.8010154
[62,] -0.0518 1.198326 0.8011188
[63,] -0.0516 1.198486 0.8012222
[64,] -0.0514 1.198647 0.8013257
[65,] -0.0507 1.199208 0.8016887
[66,] -0.0468 1.202338 0.8037290
[67,] -0.0467 1.202419 0.8037817
[68,] -0.0465 1.202579 0.8038872
[69,] -0.0407 1.207251 0.8069816
[70,] -0.0378 1.209593 0.8085542
[71,] -0.0374 1.209917 0.8087724
[72,] -0.0365 1.210645 0.8092646
[73,] -0.0361 1.210969 0.8094839
[74,] -0.0358 1.211212 0.8096486
[75,] -0.0345 1.212265 0.8103643
[76,] -0.0339 1.212751 0.8106957
[77,] -0.0321 1.214211 0.8116945
[78,] -0.0306 1.215429 0.8125319
[79,] -0.0302 1.215754 0.8127561
[80,] -0.0293 1.216486 0.8132617
[81,] -0.0290 1.216730 0.8134306
[82,] -0.0262 1.219010 0.8150169
[83,] -0.0261 1.219091 0.8150739
[84,] -0.0254 1.219662 0.8154733
[85,] -0.0244 1.220478 0.8160458
[86,] -0.0243 1.220559 0.8161032
[87,] -0.0240 1.220804 0.8162754
[88,] -0.0206 1.223583 0.8182414
[89,] -0.0195 1.224483 0.8188828
[90,] -0.0193 1.224647 0.8189998
[91,] -0.0191 1.224811 0.8191168
[92,] -0.0190 1.224893 0.8191753
[93,] -0.0186 1.225221 0.8194097
[94,] -0.0153 1.227928 0.8213567
[95,] -0.0148 1.228339 0.8216537
[96,] -0.0142 1.228832 0.8220110
[97,] -0.0117 1.230889 0.8235080
[98,] -0.0109 1.231548 0.8239899
[99,] -0.0096 1.232619 0.8247761
[100,] -0.0088 1.233279 0.8252618
[101,] -0.0078 1.234105 0.8258708
[102,] -0.0075 1.234353 0.8260540
[103,] -0.0073 1.234518 0.8261762
[104,] -0.0064 1.235262 0.8267272
[105,] -0.0060 1.235592 0.8269726
[106,] -0.0052 1.236254 0.8274646
[107,] -0.0048 1.236585 0.8277112
[108,] -0.0039 1.237330 0.8282671
[109,] -0.0024 1.238574 0.8291977
[110,] -0.0014 1.239403 0.8298210
[111,] -0.0006 1.240067 0.8303225
[112,] -0.0001 1.240482 0.8306373
[113,] 0.0021 1.242311 0.8320359
[114,] 0.0044 1.244227 0.8335210
[115,] 0.0056 1.245227 0.8343052
[116,] 0.0064 1.245895 0.8348316
[117,] 0.0072 1.246563 0.8353608
[118,] 0.0080 1.247232 0.8358928
[119,] 0.0084 1.247566 0.8361599
[120,] 0.0085 1.247650 0.8362268
[121,] 0.0099 1.248821 0.8371678
[122,] 0.0107 1.249491 0.8377094
[123,] 0.0137 1.252007 0.8397658
[124,] 0.0159 1.253856 0.8412993
[125,] 0.0160 1.253940 0.8413695
[126,] 0.0164 1.254277 0.8416508
[127,] 0.0170 1.254782 0.8420741
[128,] 0.0183 1.255877 0.8429967
[129,] 0.0189 1.256383 0.8434251
[130,] 0.0190 1.256468 0.8434966
[131,] 0.0196 1.256974 0.8439268
[132,] 0.0197 1.257058 0.8439987
[133,] 0.0207 1.257903 0.8447197
[134,] 0.0211 1.258241 0.8450094
[135,] 0.0215 1.258579 0.8452997
[136,] 0.0224 1.259340 0.8459557
[137,] 0.0225 1.259424 0.8460288
[138,] 0.0230 1.259848 0.8463949
[139,] 0.0233 1.260101 0.8466152
[140,] 0.0240 1.260694 0.8471306
[141,] 0.0248 1.261372 0.8477224
[142,] 0.0250 1.261542 0.8478708
[143,] 0.0267 1.262984 0.8491392
[144,] 0.0286 1.264599 0.8505720
[145,] 0.0293 1.265195 0.8511040
[146,] 0.0308 1.266472 0.8522511
[147,] 0.0312 1.266813 0.8525587
[148,] 0.0316 1.267154 0.8528671
[149,] 0.0326 1.268007 0.8536410
[150,] 0.0332 1.268520 0.8541074
[151,] 0.0339 1.269118 0.8546537
[152,] 0.0350 1.270058 0.8555164
[153,] 0.0382 1.272800 0.8580569
[154,] 0.0396 1.274002 0.8591827
[155,] 0.0398 1.274174 0.8593442
[156,] 0.0413 1.275464 0.8605614
[157,] 0.0415 1.275636 0.8607244
[158,] 0.0421 1.276153 0.8612146
[159,] 0.0441 1.277877 0.8628601
[160,] 0.0443 1.278049 0.8630257
[161,] 0.0455 1.279086 0.8640226
[162,] 0.0467 1.280123 0.8650259
[163,] 0.0468 1.280209 0.8651098
[164,] 0.0470 1.280382 0.8652777
[165,] 0.0476 1.280902 0.8657825
[166,] 0.0491 1.282201 0.8670516
[167,] 0.0507 1.283590 0.8684163
[168,] 0.0512 1.284024 0.8688451
[169,] 0.0525 1.285154 0.8699652
[170,] 0.0531 1.285676 0.8704847
[171,] 0.0544 1.286809 0.8716157
[172,] 0.0546 1.286983 0.8717903
[173,] 0.0564 1.288554 0.8733702
[174,] 0.0579 1.289865 0.8746969
[175,] 0.0623 1.293722 0.8786388
[176,] 0.0628 1.294162 0.8790907
[177,] 0.0631 1.294425 0.8793621
[178,] 0.0648 1.295922 0.8809052
[179,] 0.0669 1.297774 0.8828226
[180,] 0.0672 1.298038 0.8830975
[181,] 0.0680 1.298745 0.8838320
[182,] 0.0693 1.299895 0.8850293
[183,] 0.0694 1.299983 0.8851216
[184,] 0.0702 1.300692 0.8858611
[185,] 0.0747 1.304688 0.8900587
[186,] 0.0750 1.304955 0.8903408
[187,] 0.0770 1.306737 0.8922293
[188,] 0.0783 1.307898 0.8934636
[189,] 0.0790 1.308524 0.8941306
[190,] 0.0807 1.310045 0.8957568
[191,] 0.0814 1.310672 0.8964291
[192,] 0.0827 1.311838 0.8976819
[193,] 0.0829 1.312018 0.8978751
[194,] 0.0835 1.312557 0.8984556
[195,] 0.0850 1.313906 0.8999117
[196,] 0.0871 1.315798 0.9019625
[197,] 0.0879 1.316520 0.9027475
[198,] 0.0880 1.316610 0.9028457
[199,] 0.0913 1.319595 0.9060997
[200,] 0.0935 1.321590 0.9082807
[201,] 0.0962 1.324046 0.9109702
[202,] 0.1000 1.327515 0.9147792
[203,] 0.1011 1.328522 0.9158870
[204,] 0.1013 1.328705 0.9160887
[205,] 0.1025 1.329805 0.9173003
[206,] 0.1058 1.332838 0.9206467
[207,] 0.1065 1.333483 0.9213592
[208,] 0.1086 1.335420 0.9235025
[209,] 0.1109 1.337547 0.9258597
[210,] 0.1110 1.337639 0.9259624
[211,] 0.1121 1.338658 0.9270935
[212,] 0.1123 1.338844 0.9272995
[213,] 0.1130 1.339493 0.9280208
[214,] 0.1131 1.339586 0.9281239
[215,] 0.1146 1.340979 0.9296731
[216,] 0.1150 1.341351 0.9300869
[217,] 0.1242 1.349952 0.9396905
[218,] 0.1246 1.350328 0.9401118
[219,] 0.1288 1.354286 0.9445536
[220,] 0.1304 1.355798 0.9462547
[221,] 0.1330 1.358262 0.9490320
[222,] 0.1331 1.358357 0.9491391
[223,] 0.1351 1.360258 0.9512872
[224,] 0.1361 1.361210 0.9523650
[225,] 0.1377 1.362735 0.9540944
[226,] 0.1407 1.365602 0.9573540
[227,] 0.1441 1.368863 0.9610748
[228,] 0.1443 1.369055 0.9612946
[229,] 0.1454 1.370113 0.9625050
[230,] 0.1508 1.375327 0.9684899
[231,] 0.1644 1.388603 0.9838664
[232,] 0.1793 1.403389 1.0008666
[233,] 0.1814 1.405493 1.0032641
[234,] 0.1838 1.407904 1.0060045
[235,] 0.1927 1.416903 1.0161709
[236,] 0.1978 1.422100 1.0219910
[237,] 0.2012 1.425582 1.0258530
[238,] 0.2026 1.427019 1.0274388
[239,] 0.2056 1.430106 1.0308283
[240,] 0.2087 1.433307 1.0343191
[241,] 0.2099 1.434549 1.0356672
[242,] 0.2385 1.464624 1.0674355
[243,] 0.2400 1.466227 1.0691197
[244,] 0.2620 1.490024 1.0944992
, , n=100
newdata fun 1der
[1,] -0.3064 0.6021753 0.9814183
[2,] -0.2579 0.6504005 1.0086055
[3,] -0.2523 0.6560589 1.0122607
[4,] -0.2394 0.6691738 1.0211963
[5,] -0.2304 0.6783945 1.0279012
[6,] -0.2187 0.6904747 1.0371970
[7,] -0.2181 0.6910971 1.0376913
[8,] -0.2102 0.6993211 1.0443609
[9,] -0.2015 0.7084402 1.0520745
[10,] -0.1881 0.7226221 1.0647509
[11,] -0.1846 0.7263547 1.0681737
[12,] -0.1842 0.7267821 1.0685675
[13,] -0.1831 0.7279581 1.0696535
[14,] -0.1807 0.7305281 1.0720408
[15,] -0.1782 0.7332114 1.0745560
[16,] -0.1754 0.7362241 1.0774076
[17,] -0.1697 0.7423821 1.0833251
[18,] -0.1683 0.7438998 1.0848015
[19,] -0.1663 0.7460715 1.0869258
[20,] -0.1512 0.7626080 1.1034722
[21,] -0.1505 0.7633807 1.1042561
[22,] -0.1419 0.7729189 1.1139299
[23,] -0.1353 0.7802954 1.1213818
[24,] -0.1337 0.7820911 1.1231919
[25,] -0.1285 0.7879470 1.1290839
[26,] -0.1247 0.7922457 1.1333987
[27,] -0.1209 0.7965608 1.1377212
[28,] -0.1167 0.8013493 1.1425077
[29,] -0.1154 0.8028355 1.1439912
[30,] -0.1141 0.8043237 1.1454755
[31,] -0.1138 0.8046674 1.1458182
[32,] -0.1124 0.8062726 1.1474180
[33,] -0.1123 0.8063874 1.1475323
[34,] -0.1121 0.8066169 1.1477609
[35,] -0.1053 0.8144481 1.1555472
[36,] -0.1039 0.8160670 1.1571533
[37,] -0.0988 0.8219834 1.1630130
[38,] -0.0984 0.8224487 1.1634732
[39,] -0.0977 0.8232635 1.1642787
[40,] -0.0955 0.8258277 1.1668120
[41,] -0.0948 0.8266447 1.1676186
[42,] -0.0923 0.8295674 1.1705014
[43,] -0.0909 0.8312072 1.1721172
[44,] -0.0902 0.8320280 1.1729255
[45,] -0.0888 0.8336712 1.1745429
[46,] -0.0871 0.8356696 1.1765083
[47,] -0.0866 0.8362580 1.1770867
[48,] -0.0807 0.8432229 1.1839213
[49,] -0.0806 0.8433413 1.1840373
[50,] -0.0707 0.8551202 1.1955479
[51,] -0.0693 0.8567951 1.1971799
[52,] -0.0680 0.8583525 1.1986962
[53,] -0.0671 0.8594318 1.1997465
[54,] -0.0648 0.8621943 1.2024326
[55,] -0.0644 0.8626753 1.2029001
[56,] -0.0637 0.8635177 1.2037183
[57,] -0.0636 0.8636380 1.2038352
[58,] -0.0606 0.8672548 1.2073449
[59,] -0.0541 0.8751273 1.2149659
[60,] -0.0537 0.8756134 1.2154356
[61,] -0.0520 0.8776813 1.2174329
[62,] -0.0518 0.8779248 1.2176679
[63,] -0.0516 0.8781684 1.2179030
[64,] -0.0514 0.8784120 1.2181382
[65,] -0.0507 0.8792650 1.2189612
[66,] -0.0468 0.8840279 1.2235517
[67,] -0.0467 0.8841502 1.2236695
[68,] -0.0465 0.8843950 1.2239052
[69,] -0.0407 0.8915135 1.2307532
[70,] -0.0378 0.8950877 1.2341962
[71,] -0.0374 0.8955814 1.2346722
[72,] -0.0365 0.8966931 1.2357442
[73,] -0.0361 0.8971875 1.2362211
[74,] -0.0358 0.8975584 1.2365790
[75,] -0.0345 0.8991670 1.2381314
[76,] -0.0339 0.8999101 1.2388489
[77,] -0.0321 0.9021419 1.2410050
[78,] -0.0306 0.9040048 1.2428052
[79,] -0.0302 0.9045020 1.2432853
[80,] -0.0293 0.9056215 1.2443656
[81,] -0.0290 0.9059948 1.2447257
[82,] -0.0262 0.9094848 1.2480869
[83,] -0.0261 0.9096096 1.2482069
[84,] -0.0254 0.9104836 1.2490473
[85,] -0.0244 0.9117333 1.2502478
[86,] -0.0243 0.9118583 1.2503678
[87,] -0.0240 0.9122335 1.2507280
[88,] -0.0206 0.9164929 1.2548100
[89,] -0.0195 0.9178739 1.2561308
[90,] -0.0193 0.9181251 1.2563709
[91,] -0.0191 0.9183764 1.2566111
[92,] -0.0190 0.9185021 1.2567312
[93,] -0.0186 0.9190049 1.2572114
[94,] -0.0153 0.9231602 1.2611778
[95,] -0.0148 0.9237910 1.2617805
[96,] -0.0142 0.9245483 1.2625044
[97,] -0.0117 0.9277083 1.2655295
[98,] -0.0109 0.9287211 1.2665005
[99,] -0.0096 0.9303686 1.2680812
[100,] -0.0088 0.9313834 1.2690559
[101,] -0.0078 0.9326531 1.2702762
[102,] -0.0075 0.9330343 1.2706427
[103,] -0.0073 0.9332884 1.2708872
[104,] -0.0064 0.9344327 1.2719883
[105,] -0.0060 0.9349416 1.2724783
[106,] -0.0052 0.9359600 1.2734593
[107,] -0.0048 0.9364694 1.2739503
[108,] -0.0039 0.9376165 1.2750564
[109,] -0.0024 0.9395305 1.2769039
[110,] -0.0014 0.9408080 1.2781385
[111,] -0.0006 0.9418309 1.2791282
[112,] -0.0001 0.9424706 1.2797477
[113,] 0.0021 0.9452891 1.2824816
[114,] 0.0044 0.9482421 1.2853542
[115,] 0.0056 0.9497854 1.2868588
[116,] 0.0064 0.9508153 1.2878641
[117,] 0.0072 0.9518460 1.2888711
[118,] 0.0080 0.9528775 1.2898799
[119,] 0.0084 0.9533935 1.2903850
[120,] 0.0085 0.9535226 1.2905114
[121,] 0.0099 0.9553305 1.2922830
[122,] 0.0107 0.9563648 1.2932979
[123,] 0.0137 0.9602504 1.2971193
[124,] 0.0159 0.9631072 1.2999376
[125,] 0.0160 0.9632372 1.3000660
[126,] 0.0164 0.9637573 1.3005800
[127,] 0.0170 0.9645379 1.3013518
[128,] 0.0183 0.9662307 1.3030274
[129,] 0.0189 0.9670128 1.3038024
[130,] 0.0190 0.9671431 1.3039317
[131,] 0.0196 0.9679257 1.3047078
[132,] 0.0197 0.9680562 1.3048372
[133,] 0.0207 0.9693617 1.3061333
[134,] 0.0211 0.9698843 1.3066525
[135,] 0.0215 0.9704070 1.3071721
[136,] 0.0224 0.9715840 1.3083429
[137,] 0.0225 0.9717148 1.3084732
[138,] 0.0230 0.9723692 1.3091247
[139,] 0.0233 0.9727620 1.3095160
[140,] 0.0240 0.9736790 1.3104299
[141,] 0.0248 0.9747278 1.3114761
[142,] 0.0250 0.9749901 1.3117379
[143,] 0.0267 0.9772219 1.3139679
[144,] 0.0286 0.9797209 1.3164697
[145,] 0.0293 0.9806427 1.3173940
[146,] 0.0308 0.9826203 1.3193791
[147,] 0.0312 0.9831482 1.3199095
[148,] 0.0316 0.9836762 1.3204404
[149,] 0.0326 0.9849973 1.3217695
[150,] 0.0332 0.9857906 1.3225683
[151,] 0.0339 0.9867168 1.3235012
[152,] 0.0350 0.9881734 1.3249694
[153,] 0.0382 0.9924202 1.3292554
[154,] 0.0396 0.9942824 1.3311375
[155,] 0.0398 0.9945487 1.3314067
[156,] 0.0413 0.9965473 1.3334285
[157,] 0.0415 0.9968140 1.3336985
[158,] 0.0421 0.9976145 1.3345088
[159,] 0.0441 1.0002862 1.3372156
[160,] 0.0443 1.0005537 1.3374867
[161,] 0.0455 1.0021596 1.3391155
[162,] 0.0467 1.0037676 1.3407474
[163,] 0.0468 1.0039016 1.3408836
[164,] 0.0470 1.0041699 1.3411559
[165,] 0.0476 1.0049748 1.3419735
[166,] 0.0491 1.0069893 1.3440211
[167,] 0.0507 1.0091415 1.3462108
[168,] 0.0512 1.0098147 1.3468962
[169,] 0.0525 1.0115669 1.3486810
[170,] 0.0531 1.0123763 1.3495061
[171,] 0.0544 1.0141318 1.3512968
[172,] 0.0546 1.0144021 1.3515729
[173,] 0.0564 1.0168372 1.3540643
[174,] 0.0579 1.0188699 1.3561502
[175,] 0.0623 1.0248505 1.3623197
[176,] 0.0628 1.0255318 1.3630256
[177,] 0.0631 1.0259408 1.3634495
[178,] 0.0648 1.0282607 1.3658586
[179,] 0.0669 1.0311321 1.3688499
[180,] 0.0672 1.0315429 1.3692786
[181,] 0.0680 1.0326387 1.3704229
[182,] 0.0693 1.0344215 1.3722852
[183,] 0.0694 1.0345587 1.3724286
[184,] 0.0702 1.0356571 1.3735765
[185,] 0.0747 1.0418528 1.3800585
[186,] 0.0750 1.0422669 1.3804921
[187,] 0.0770 1.0450308 1.3833877
[188,] 0.0783 1.0468304 1.3852743
[189,] 0.0790 1.0478004 1.3862917
[190,] 0.0807 1.0501592 1.3887666
[191,] 0.0814 1.0511317 1.3897874
[192,] 0.0827 1.0529397 1.3916859
[193,] 0.0829 1.0532180 1.3919783
[194,] 0.0835 1.0540535 1.3928559
[195,] 0.0850 1.0561444 1.3950534
[196,] 0.0871 1.0590773 1.3981377
[197,] 0.0879 1.0601963 1.3993144
[198,] 0.0880 1.0603362 1.3994615
[199,] 0.0913 1.0649624 1.4043183
[200,] 0.0935 1.0680555 1.4075584
[201,] 0.0962 1.0718613 1.4115373
[202,] 0.1000 1.0772358 1.4171419
[203,] 0.1011 1.0787955 1.4187652
[204,] 0.1013 1.0790793 1.4190604
[205,] 0.1025 1.0807832 1.4208320
[206,] 0.1058 1.0854800 1.4257068
[207,] 0.1065 1.0864784 1.4267414
[208,] 0.1086 1.0894778 1.4298465
[209,] 0.1109 1.0927704 1.4332494
[210,] 0.1110 1.0929137 1.4333974
[211,] 0.1121 1.0944913 1.4350257
[212,] 0.1123 1.0947784 1.4353219
[213,] 0.1130 1.0957834 1.4363584
[214,] 0.1131 1.0959271 1.4365065
[215,] 0.1146 1.0980835 1.4387277
[216,] 0.1150 1.0986591 1.4393198
[217,] 0.1242 1.1119633 1.4528889
[218,] 0.1246 1.1125446 1.4534765
[219,] 0.1288 1.1186622 1.4596278
[220,] 0.1304 1.1209994 1.4619624
[221,] 0.1330 1.1248054 1.4657458
[222,] 0.1331 1.1249520 1.4658910
[223,] 0.1351 1.1278867 1.4687910
[224,] 0.1361 1.1293562 1.4702350
[225,] 0.1377 1.1317104 1.4725367
[226,] 0.1407 1.1361345 1.4768229
[227,] 0.1441 1.1411639 1.4816342
[228,] 0.1443 1.1414602 1.4819155
[229,] 0.1454 1.1430912 1.4834594
[230,] 0.1508 1.1511222 1.4909467
[231,] 0.1644 1.1715237 1.5091145
[232,] 0.1793 1.1941507 1.5279037
[233,] 0.1814 1.1973620 1.5304780
[234,] 0.1838 1.2010387 1.5334039
[235,] 0.1927 1.2147339 1.5441572
[236,] 0.1978 1.2226247 1.5502505
[237,] 0.2012 1.2279024 1.5542849
[238,] 0.2026 1.2300796 1.5559396
[239,] 0.2056 1.2347527 1.5594728
[240,] 0.2087 1.2395927 1.5631056
[241,] 0.2099 1.2414693 1.5645066
[242,] 0.2385 1.2866878 1.5976398
[243,] 0.2400 1.2890856 1.5993865
[244,] 0.2620 1.3245554 1.6251983
, , n=150
newdata fun 1der
[1,] -0.3064 0.7059082 0.9351141
[2,] -0.2579 0.7516682 0.9517689
[3,] -0.2523 0.7570033 0.9536534
[4,] -0.2394 0.7693333 0.9579202
[5,] -0.2304 0.7779672 0.9607117
[6,] -0.2187 0.7892277 0.9641015
[7,] -0.2181 0.7898062 0.9642681
[8,] -0.2102 0.7974324 0.9663947
[9,] -0.2015 0.8058497 0.9685941
[10,] -0.1881 0.8188500 0.9716980
[11,] -0.1846 0.8222523 0.9724587
[12,] -0.1842 0.8226413 0.9725444
[13,] -0.1831 0.8237112 0.9727787
[14,] -0.1807 0.8260465 0.9732829
[15,] -0.1782 0.8284803 0.9737983
[16,] -0.1754 0.8312078 0.9743608
[17,] -0.1697 0.8367648 0.9754481
[18,] -0.1683 0.8381306 0.9756994
[19,] -0.1663 0.8400823 0.9760471
[20,] -0.1512 0.8548382 0.9782782
[21,] -0.1505 0.8555230 0.9783736
[22,] -0.1419 0.8639424 0.9796520
[23,] -0.1353 0.8704117 0.9807660
[24,] -0.1337 0.8719812 0.9810535
[25,] -0.1285 0.8770852 0.9820345
[26,] -0.1247 0.8808183 0.9827896
[27,] -0.1209 0.8845544 0.9835700
[28,] -0.1167 0.8886873 0.9844619
[29,] -0.1154 0.8899673 0.9847444
[30,] -0.1141 0.8912476 0.9850308
[31,] -0.1138 0.8915431 0.9850974
[32,] -0.1124 0.8929225 0.9854111
[33,] -0.1123 0.8930210 0.9854337
[34,] -0.1121 0.8932181 0.9854790
[35,] -0.1053 0.8999247 0.9870790
[36,] -0.1039 0.9013069 0.9874194
[37,] -0.0988 0.9063459 0.9886840
[38,] -0.0984 0.9067414 0.9887850
[39,] -0.0977 0.9074336 0.9889626
[40,] -0.0955 0.9096100 0.9895259
[41,] -0.0948 0.9103027 0.9897069
[42,] -0.0923 0.9127778 0.9903602
[43,] -0.0909 0.9141646 0.9907307
[44,] -0.0902 0.9148581 0.9909172
[45,] -0.0888 0.9162457 0.9912927
[46,] -0.0871 0.9179313 0.9917532
[47,] -0.0866 0.9184272 0.9918896
[48,] -0.0807 0.9242841 0.9935314
[49,] -0.0806 0.9243835 0.9935598
[50,] -0.0707 0.9342340 0.9964903
[51,] -0.0693 0.9356294 0.9969240
[52,] -0.0680 0.9369257 0.9973310
[53,] -0.0671 0.9378234 0.9976152
[54,] -0.0648 0.9401188 0.9983505
[55,] -0.0644 0.9405181 0.9984797
[56,] -0.0637 0.9412172 0.9987068
[57,] -0.0636 0.9413170 0.9987395
[58,] -0.0606 0.9443147 0.9997410
[59,] -0.0541 0.9508205 1.0020606
[60,] -0.0537 0.9512213 1.0022100
[61,] -0.0520 0.9529256 1.0028538
[62,] -0.0518 0.9531262 1.0029304
[63,] -0.0516 0.9533268 1.0030073
[64,] -0.0514 0.9535274 1.0030843
[65,] -0.0507 0.9542297 1.0033555
[66,] -0.0468 0.9581458 1.0049098
[67,] -0.0467 0.9582463 1.0049507
[68,] -0.0465 0.9584473 1.0050324
[69,] -0.0407 0.9642835 1.0074888
[70,] -0.0378 0.9672071 1.0087781
[71,] -0.0374 0.9676106 1.0089592
[72,] -0.0365 0.9685189 1.0093693
[73,] -0.0361 0.9689227 1.0095529
[74,] -0.0358 0.9692255 1.0096911
[75,] -0.0345 0.9705385 1.0102949
[76,] -0.0339 0.9711448 1.0105763
[77,] -0.0321 0.9729646 1.0114311
[78,] -0.0306 0.9744823 1.0121554
[79,] -0.0302 0.9748872 1.0123504
[80,] -0.0293 0.9757985 1.0127920
[81,] -0.0290 0.9761024 1.0129401
[82,] -0.0262 0.9789405 1.0143430
[83,] -0.0261 0.9790420 1.0143938
[84,] -0.0254 0.9797522 1.0147509
[85,] -0.0244 0.9807672 1.0152650
[86,] -0.0243 0.9808687 1.0153167
[87,] -0.0240 0.9811733 1.0154720
[88,] -0.0206 0.9846290 1.0172630
[89,] -0.0195 0.9857483 1.0178544
[90,] -0.0193 0.9859519 1.0179626
[91,] -0.0191 0.9861555 1.0180709
[92,] -0.0190 0.9862573 1.0181252
[93,] -0.0186 0.9866646 1.0183427
[94,] -0.0153 0.9900281 1.0201665
[95,] -0.0148 0.9905383 1.0204475
[96,] -0.0142 0.9911506 1.0207862
[97,] -0.0117 0.9937044 1.0222164
[98,] -0.0109 0.9945223 1.0226804
[99,] -0.0096 0.9958523 1.0234411
[100,] -0.0088 0.9966713 1.0239133
[101,] -0.0078 0.9976955 1.0245079
[102,] -0.0075 0.9980028 1.0246873
[103,] -0.0073 0.9982078 1.0248071
[104,] -0.0064 0.9991304 1.0253485
[105,] -0.0060 0.9995405 1.0255904
[106,] -0.0052 1.0003612 1.0260766
[107,] -0.0048 1.0007717 1.0263208
[108,] -0.0039 1.0016956 1.0268732
[109,] -0.0024 1.0032366 1.0278026
[110,] -0.0014 1.0042648 1.0284282
[111,] -0.0006 1.0050877 1.0289322
[112,] -0.0001 1.0056022 1.0292488
[113,] 0.0021 1.0078681 1.0306561
[114,] 0.0044 1.0102404 1.0321524
[115,] 0.0056 1.0114794 1.0329432
[116,] 0.0064 1.0123060 1.0334742
[117,] 0.0072 1.0131330 1.0340083
[118,] 0.0080 1.0139604 1.0345454
[119,] 0.0084 1.0143743 1.0348151
[120,] 0.0085 1.0144778 1.0348826
[121,] 0.0099 1.0159273 1.0358333
[122,] 0.0107 1.0167561 1.0363807
[123,] 0.0137 1.0198684 1.0384608
[124,] 0.0159 1.0221547 1.0400135
[125,] 0.0160 1.0222587 1.0400846
[126,] 0.0164 1.0226748 1.0403696
[127,] 0.0170 1.0232992 1.0407985
[128,] 0.0183 1.0246528 1.0417337
[129,] 0.0189 1.0252780 1.0421681
[130,] 0.0190 1.0253822 1.0422406
[131,] 0.0196 1.0260077 1.0426770
[132,] 0.0197 1.0261119 1.0427499
[133,] 0.0207 1.0271550 1.0434815
[134,] 0.0211 1.0275725 1.0437754
[135,] 0.0215 1.0279901 1.0440702
[136,] 0.0224 1.0289300 1.0447361
[137,] 0.0225 1.0290345 1.0448103
[138,] 0.0230 1.0295570 1.0451822
[139,] 0.0233 1.0298706 1.0454059
[140,] 0.0240 1.0306026 1.0459294
[141,] 0.0248 1.0314395 1.0465300
[142,] 0.0250 1.0316489 1.0466805
[143,] 0.0267 1.0334293 1.0479646
[144,] 0.0286 1.0354218 1.0494067
[145,] 0.0293 1.0361566 1.0499398
[146,] 0.0308 1.0377324 1.0510853
[147,] 0.0312 1.0381529 1.0513912
[148,] 0.0316 1.0385735 1.0516975
[149,] 0.0326 1.0396255 1.0524639
[150,] 0.0332 1.0402572 1.0529245
[151,] 0.0339 1.0409944 1.0534624
[152,] 0.0350 1.0421537 1.0543090
[153,] 0.0382 1.0455314 1.0567814
[154,] 0.0396 1.0470117 1.0578674
[155,] 0.0398 1.0472233 1.0580227
[156,] 0.0413 1.0488112 1.0591897
[157,] 0.0415 1.0490230 1.0593456
[158,] 0.0421 1.0496588 1.0598134
[159,] 0.0441 1.0517800 1.0613763
[160,] 0.0443 1.0519922 1.0615329
[161,] 0.0455 1.0532667 1.0624736
[162,] 0.0467 1.0545422 1.0634162
[163,] 0.0468 1.0546485 1.0634949
[164,] 0.0470 1.0548612 1.0636522
[165,] 0.0476 1.0554996 1.0641245
[166,] 0.0491 1.0570967 1.0653074
[167,] 0.0507 1.0588022 1.0665728
[168,] 0.0512 1.0593355 1.0669694
[169,] 0.0525 1.0607233 1.0680029
[170,] 0.0531 1.0613642 1.0684812
[171,] 0.0544 1.0627539 1.0695202
[172,] 0.0546 1.0629678 1.0696803
[173,] 0.0564 1.0648946 1.0711259
[174,] 0.0579 1.0665022 1.0723360
[175,] 0.0623 1.0712283 1.0759151
[176,] 0.0628 1.0717664 1.0763250
[177,] 0.0631 1.0720893 1.0765712
[178,] 0.0648 1.0739206 1.0779711
[179,] 0.0669 1.0761862 1.0797110
[180,] 0.0672 1.0765102 1.0799606
[181,] 0.0680 1.0773744 1.0806272
[182,] 0.0693 1.0787799 1.0817141
[183,] 0.0694 1.0788881 1.0817979
[184,] 0.0702 1.0797538 1.0824693
[185,] 0.0747 1.0846335 1.0862776
[186,] 0.0750 1.0849594 1.0865335
[187,] 0.0770 1.0871342 1.0882452
[188,] 0.0783 1.0885496 1.0893640
[189,] 0.0790 1.0893124 1.0899685
[190,] 0.0807 1.0911666 1.0914425
[191,] 0.0814 1.0919308 1.0920519
[192,] 0.0827 1.0933512 1.0931876
[193,] 0.0829 1.0935699 1.0933627
[194,] 0.0835 1.0942260 1.0938889
[195,] 0.0850 1.0958679 1.0952089
[196,] 0.0871 1.0981697 1.0970681
[197,] 0.0879 1.0990477 1.0977798
[198,] 0.0880 1.0991575 1.0978689
[199,] 0.0913 1.1027853 1.1008255
[200,] 0.0935 1.1052093 1.1028144
[201,] 0.0962 1.1081902 1.1052747
[202,] 0.1000 1.1123969 1.1087740
[203,] 0.1011 1.1136171 1.1097953
[204,] 0.1013 1.1138391 1.1099814
[205,] 0.1025 1.1151717 1.1111007
[206,] 0.1058 1.1188435 1.1142021
[207,] 0.1065 1.1196236 1.1148644
[208,] 0.1086 1.1219670 1.1168605
[209,] 0.1109 1.1245383 1.1190629
[210,] 0.1110 1.1246502 1.1191590
[211,] 0.1121 1.1258818 1.1202185
[212,] 0.1123 1.1261059 1.1204116
[213,] 0.1130 1.1268904 1.1210883
[214,] 0.1131 1.1270025 1.1211851
[215,] 0.1146 1.1286854 1.1226408
[216,] 0.1150 1.1291345 1.1230302
[217,] 0.1242 1.1395081 1.1321260
[218,] 0.1246 1.1399610 1.1325275
[219,] 0.1288 1.1447265 1.1367725
[220,] 0.1304 1.1465466 1.1384027
[221,] 0.1330 1.1495099 1.1410668
[222,] 0.1331 1.1496241 1.1411697
[223,] 0.1351 1.1519085 1.1432324
[224,] 0.1361 1.1530522 1.1442679
[225,] 0.1377 1.1548844 1.1459305
[226,] 0.1407 1.1583268 1.1490626
[227,] 0.1441 1.1622397 1.1526274
[228,] 0.1443 1.1624703 1.1528376
[229,] 0.1454 1.1637390 1.1539946
[230,] 0.1508 1.1699860 1.1596984
[231,] 0.1644 1.1858565 1.1742401
[232,] 0.1793 1.2034742 1.1906856
[233,] 0.1814 1.2059771 1.1930674
[234,] 0.1838 1.2088438 1.1958088
[235,] 0.1927 1.2195323 1.2061547
[236,] 0.1978 1.2256991 1.2122109
[237,] 0.2012 1.2298275 1.2163000
[238,] 0.2026 1.2315315 1.2179958
[239,] 0.2056 1.2351910 1.2216532
[240,] 0.2087 1.2389840 1.2254664
[241,] 0.2099 1.2404555 1.2269517
[242,] 0.2385 1.2760589 1.2626335
[243,] 0.2400 1.2779543 1.2644480
[244,] 0.2620 1.3060546 1.2897009
, , n=220
newdata fun 1der
[1,] -0.3064 0.7678700 0.6496541
[2,] -0.2579 0.8000439 0.6753212
[3,] -0.2523 0.8038327 0.6778348
[4,] -0.2394 0.8126139 0.6835940
[5,] -0.2304 0.8187843 0.6876135
[6,] -0.2187 0.8268601 0.6928833
[7,] -0.2181 0.8272759 0.6931575
[8,] -0.2102 0.8327662 0.6968047
[9,] -0.2015 0.8388462 0.7008995
[10,] -0.1881 0.8482814 0.7073649
[11,] -0.1846 0.8507601 0.7090796
[12,] -0.1842 0.8510438 0.7092762
[13,] -0.1831 0.8518243 0.7098173
[14,] -0.1807 0.8535293 0.7110011
[15,] -0.1782 0.8553083 0.7122387
[16,] -0.1754 0.8573045 0.7136303
[17,] -0.1697 0.8613804 0.7164812
[18,] -0.1683 0.8623839 0.7171851
[19,] -0.1663 0.8638193 0.7181932
[20,] -0.1512 0.8747220 0.7259038
[21,] -0.1505 0.8752303 0.7262666
[22,] -0.1419 0.8814954 0.7307600
[23,] -0.1353 0.8863299 0.7342464
[24,] -0.1337 0.8875054 0.7350965
[25,] -0.1285 0.8913351 0.7378725
[26,] -0.1247 0.8941429 0.7399139
[27,] -0.1209 0.8969585 0.7419662
[28,] -0.1167 0.9000795 0.7442470
[29,] -0.1154 0.9010475 0.7449553
[30,] -0.1141 0.9020164 0.7456612
[31,] -0.1138 0.9022401 0.7458237
[32,] -0.1124 0.9032848 0.7465800
[33,] -0.1123 0.9033595 0.7466339
[34,] -0.1121 0.9035088 0.7467416
[35,] -0.1053 0.9085991 0.7503856
[36,] -0.1039 0.9096501 0.7511318
[37,] -0.0988 0.9134878 0.7538373
[38,] -0.0984 0.9137894 0.7540484
[39,] -0.0977 0.9143173 0.7544175
[40,] -0.0955 0.9159783 0.7555732
[41,] -0.0948 0.9165074 0.7559396
[42,] -0.0923 0.9183988 0.7572431
[43,] -0.0909 0.9194595 0.7579695
[44,] -0.0902 0.9199902 0.7583318
[45,] -0.0888 0.9210524 0.7590535
[46,] -0.0871 0.9223435 0.7599241
[47,] -0.0866 0.9227235 0.7601786
[48,] -0.0807 0.9272173 0.7631300
[49,] -0.0806 0.9272936 0.7631794
[50,] -0.0707 0.9348728 0.7679243
[51,] -0.0693 0.9359484 0.7685707
[52,] -0.0680 0.9369479 0.7691655
[53,] -0.0671 0.9376404 0.7695740
[54,] -0.0648 0.9394116 0.7706061
[55,] -0.0644 0.9397198 0.7707838
[56,] -0.0637 0.9402595 0.7710936
[57,] -0.0636 0.9403366 0.7711377
[58,] -0.0606 0.9426520 0.7724461
[59,] -0.0541 0.9476819 0.7751803
[60,] -0.0537 0.9479920 0.7753440
[61,] -0.0520 0.9493106 0.7760341
[62,] -0.0518 0.9494658 0.7761147
[63,] -0.0516 0.9496211 0.7761951
[64,] -0.0514 0.9497763 0.7762754
[65,] -0.0507 0.9503198 0.7765555
[66,] -0.0468 0.9533514 0.7780864
[67,] -0.0467 0.9534292 0.7781251
[68,] -0.0465 0.9535848 0.7782022
[69,] -0.0407 0.9581048 0.7803961
[70,] -0.0378 0.9603695 0.7814630
[71,] -0.0374 0.9606821 0.7816086
[72,] -0.0365 0.9613857 0.7819347
[73,] -0.0361 0.9616985 0.7820791
[74,] -0.0358 0.9619332 0.7821871
[75,] -0.0345 0.9629503 0.7826526
[76,] -0.0339 0.9634200 0.7828661
[77,] -0.0321 0.9648297 0.7835015
[78,] -0.0306 0.9660053 0.7840251
[79,] -0.0302 0.9663190 0.7841638
[80,] -0.0293 0.9670249 0.7844745
[81,] -0.0290 0.9672602 0.7845776
[82,] -0.0262 0.9694584 0.7855299
[83,] -0.0261 0.9695369 0.7855636
[84,] -0.0254 0.9700869 0.7857986
[85,] -0.0244 0.9708729 0.7861322
[86,] -0.0243 0.9709515 0.7861655
[87,] -0.0240 0.9711873 0.7862650
[88,] -0.0206 0.9738626 0.7873896
[89,] -0.0195 0.9747289 0.7877526
[90,] -0.0193 0.9748864 0.7878185
[91,] -0.0191 0.9750440 0.7878845
[92,] -0.0190 0.9751228 0.7879174
[93,] -0.0186 0.9754380 0.7880493
[94,] -0.0153 0.9780404 0.7891350
[95,] -0.0148 0.9784350 0.7892992
[96,] -0.0142 0.9789086 0.7894961
[97,] -0.0117 0.9808834 0.7903150
[98,] -0.0109 0.9815157 0.7905765
[99,] -0.0096 0.9825437 0.7910010
[100,] -0.0088 0.9831767 0.7912618
[101,] -0.0078 0.9839681 0.7915876
[102,] -0.0075 0.9842056 0.7916853
[103,] -0.0073 0.9843639 0.7917504
[104,] -0.0064 0.9850766 0.7920432
[105,] -0.0060 0.9853935 0.7921733
[106,] -0.0052 0.9860273 0.7924332
[107,] -0.0048 0.9863443 0.7925631
[108,] -0.0039 0.9870577 0.7928552
[109,] -0.0024 0.9882474 0.7933414
[110,] -0.0014 0.9890409 0.7936651
[111,] -0.0006 0.9896759 0.7939238
[112,] -0.0001 0.9900729 0.7940855
[113,] 0.0021 0.9918207 0.7947907
[114,] 0.0044 0.9936496 0.7955170
[115,] 0.0056 0.9946044 0.7958916
[116,] 0.0064 0.9952412 0.7961403
[117,] 0.0072 0.9958782 0.7963880
[118,] 0.0080 0.9965154 0.7966349
[119,] 0.0084 0.9968341 0.7967580
[120,] 0.0085 0.9969138 0.7967887
[121,] 0.0099 0.9980296 0.7972176
[122,] 0.0107 0.9986675 0.7974615
[123,] 0.0137 1.0010612 0.7983693
[124,] 0.0159 1.0028184 0.7990303
[125,] 0.0160 1.0028983 0.7990603
[126,] 0.0164 1.0032179 0.7991800
[127,] 0.0170 1.0036975 0.7993595
[128,] 0.0183 1.0047369 0.7997473
[129,] 0.0189 1.0052168 0.7999259
[130,] 0.0190 1.0052968 0.7999556
[131,] 0.0196 1.0057768 0.8001339
[132,] 0.0197 1.0058568 0.8001636
[133,] 0.0207 1.0066571 0.8004609
[134,] 0.0211 1.0069773 0.8005800
[135,] 0.0215 1.0072976 0.8006991
[136,] 0.0224 1.0080183 0.8009673
[137,] 0.0225 1.0080984 0.8009972
[138,] 0.0230 1.0084990 0.8011467
[139,] 0.0233 1.0087393 0.8012367
[140,] 0.0240 1.0093003 0.8014473
[141,] 0.0248 1.0099415 0.8016893
[142,] 0.0250 1.0101019 0.8017500
[143,] 0.0267 1.0114653 0.8022690
[144,] 0.0286 1.0129902 0.8028560
[145,] 0.0293 1.0135522 0.8030740
[146,] 0.0308 1.0147572 0.8035446
[147,] 0.0312 1.0150786 0.8036709
[148,] 0.0316 1.0154001 0.8037974
[149,] 0.0326 1.0162041 0.8041142
[150,] 0.0332 1.0166866 0.8043045
[151,] 0.0339 1.0172497 0.8045270
[152,] 0.0350 1.0181349 0.8048771
[153,] 0.0382 1.0207121 0.8059004
[154,] 0.0396 1.0218407 0.8063502
[155,] 0.0398 1.0220020 0.8064146
[156,] 0.0413 1.0232120 0.8068982
[157,] 0.0415 1.0233733 0.8069628
[158,] 0.0421 1.0238576 0.8071568
[159,] 0.0441 1.0254725 0.8078050
[160,] 0.0443 1.0256341 0.8078699
[161,] 0.0455 1.0266038 0.8082603
[162,] 0.0467 1.0275739 0.8086516
[163,] 0.0468 1.0276548 0.8086843
[164,] 0.0470 1.0278165 0.8087496
[165,] 0.0476 1.0283019 0.8089458
[166,] 0.0491 1.0295156 0.8094375
[167,] 0.0507 1.0308112 0.8099659
[168,] 0.0512 1.0312162 0.8101319
[169,] 0.0525 1.0322696 0.8105651
[170,] 0.0531 1.0327560 0.8107655
[171,] 0.0544 1.0338103 0.8112008
[172,] 0.0546 1.0339726 0.8112679
[173,] 0.0564 1.0354334 0.8118734
[174,] 0.0579 1.0366516 0.8123801
[175,] 0.0623 1.0402293 0.8138746
[176,] 0.0628 1.0406363 0.8140442
[177,] 0.0631 1.0408805 0.8141460
[178,] 0.0648 1.0422651 0.8147218
[179,] 0.0669 1.0439767 0.8154314
[180,] 0.0672 1.0442214 0.8155326
[181,] 0.0680 1.0448739 0.8158023
[182,] 0.0693 1.0459348 0.8162400
[183,] 0.0694 1.0460164 0.8162736
[184,] 0.0702 1.0466695 0.8165425
[185,] 0.0747 1.0503473 0.8180500
[186,] 0.0750 1.0505928 0.8181501
[187,] 0.0770 1.0522297 0.8188170
[188,] 0.0783 1.0532945 0.8192496
[189,] 0.0790 1.0538680 0.8194829
[190,] 0.0807 1.0552616 0.8200510
[191,] 0.0814 1.0558358 0.8202855
[192,] 0.0827 1.0569024 0.8207221
[193,] 0.0829 1.0570666 0.8207894
[194,] 0.0835 1.0575591 0.8209913
[195,] 0.0850 1.0587910 0.8214975
[196,] 0.0871 1.0605169 0.8222090
[197,] 0.0879 1.0611747 0.8224809
[198,] 0.0880 1.0612570 0.8225149
[199,] 0.0913 1.0639731 0.8236419
[200,] 0.0935 1.0657860 0.8243977
[201,] 0.0962 1.0680131 0.8253303
[202,] 0.1000 1.0711519 0.8266547
[203,] 0.1011 1.0720614 0.8270426
[204,] 0.1013 1.0722268 0.8271134
[205,] 0.1025 1.0732196 0.8275395
[206,] 0.1058 1.0759525 0.8287249
[207,] 0.1065 1.0765326 0.8289789
[208,] 0.1086 1.0782743 0.8297463
[209,] 0.1109 1.0801837 0.8305960
[210,] 0.1110 1.0802668 0.8306332
[211,] 0.1121 1.0811807 0.8310432
[212,] 0.1123 1.0813469 0.8311180
[213,] 0.1130 1.0819288 0.8313803
[214,] 0.1131 1.0820119 0.8314179
[215,] 0.1146 1.0832595 0.8319833
[216,] 0.1150 1.0835923 0.8321347
[217,] 0.1242 1.0912642 0.8357117
[218,] 0.1246 1.0915985 0.8358731
[219,] 0.1288 1.0951128 0.8376017
[220,] 0.1304 1.0964535 0.8382769
[221,] 0.1330 1.0986345 0.8393939
[222,] 0.1331 1.0987184 0.8394374
[223,] 0.1351 1.1003982 0.8403140
[224,] 0.1361 1.1012387 0.8407577
[225,] 0.1377 1.1025845 0.8414751
[226,] 0.1407 1.1051110 0.8428452
[227,] 0.1441 1.1079793 0.8444373
[228,] 0.1443 1.1081482 0.8445323
[229,] 0.1454 1.1090775 0.8450571
[230,] 0.1508 1.1136479 0.8476898
[231,] 0.1644 1.1252226 0.8545139
[232,] 0.1793 1.1380133 0.8625168
[233,] 0.1814 1.1398258 0.8637293
[234,] 0.1838 1.1419005 0.8651436
[235,] 0.1927 1.1496245 0.8706615
[236,] 0.1978 1.1540734 0.8740353
[237,] 0.2012 1.1570490 0.8763585
[238,] 0.2026 1.1582766 0.8773303
[239,] 0.2056 1.1609118 0.8794423
[240,] 0.2087 1.1636415 0.8816673
[241,] 0.2099 1.1647000 0.8825402
[242,] 0.2385 1.1902569 0.9052861
[243,] 0.2400 1.1916158 0.9065885
[244,] 0.2620 1.2117807 0.9269569
, , n=340
newdata fun 1der
[1,] -0.3064 0.7383115 0.8740735
[2,] -0.2579 0.7823630 0.9382217
[3,] -0.2523 0.7876332 0.9439101
[4,] -0.2394 0.7998879 0.9557983
[5,] -0.2304 0.8085240 0.9632301
[6,] -0.2187 0.8198464 0.9720797
[7,] -0.2181 0.8204297 0.9725116
[8,] -0.2102 0.8281344 0.9779776
[9,] -0.2015 0.8366673 0.9834665
[10,] -0.1881 0.8498935 0.9903027
[11,] -0.1846 0.8533622 0.9918031
[12,] -0.1842 0.8537590 0.9919671
[13,] -0.1831 0.8548504 0.9924104
[14,] -0.1807 0.8572333 0.9933381
[15,] -0.1782 0.8597178 0.9942493
[16,] -0.1754 0.8625031 0.9952042
[17,] -0.1697 0.8681808 0.9969286
[18,] -0.1683 0.8695768 0.9973051
[19,] -0.1663 0.8715719 0.9978129
[20,] -0.1512 0.8866631 1.0007884
[21,] -0.1505 0.8873637 1.0008963
[22,] -0.1419 0.8959766 1.0020402
[23,] -0.1353 0.9025922 1.0026642
[24,] -0.1337 0.9041966 1.0027863
[25,] -0.1285 0.9094120 1.0031055
[26,] -0.1247 0.9132241 1.0032633
[27,] -0.1209 0.9170367 1.0033576
[28,] -0.1167 0.9212509 1.0033883
[29,] -0.1154 0.9225553 1.0033883
[30,] -0.1141 0.9238597 1.0033883
[31,] -0.1138 0.9241607 1.0033883
[32,] -0.1124 0.9255655 1.0033883
[33,] -0.1123 0.9256658 1.0033883
[34,] -0.1121 0.9258665 1.0033883
[35,] -0.1053 0.9326895 1.0033883
[36,] -0.1039 0.9340943 1.0033883
[37,] -0.0988 0.9392115 1.0033883
[38,] -0.0984 0.9396129 1.0033883
[39,] -0.0977 0.9403153 1.0033883
[40,] -0.0955 0.9425227 1.0033883
[41,] -0.0948 0.9432251 1.0033883
[42,] -0.0923 0.9457336 1.0033883
[43,] -0.0909 0.9471383 1.0033883
[44,] -0.0902 0.9478407 1.0033883
[45,] -0.0888 0.9492454 1.0033883
[46,] -0.0871 0.9509512 1.0033883
[47,] -0.0866 0.9514529 1.0033883
[48,] -0.0807 0.9573729 1.0033883
[49,] -0.0806 0.9574732 1.0033883
[50,] -0.0707 0.9674068 1.0033883
[51,] -0.0693 0.9688115 1.0033883
[52,] -0.0680 0.9701159 1.0033883
[53,] -0.0671 0.9710189 1.0033883
[54,] -0.0648 0.9733267 1.0033883
[55,] -0.0644 0.9737281 1.0033883
[56,] -0.0637 0.9744305 1.0033883
[57,] -0.0636 0.9745308 1.0033883
[58,] -0.0606 0.9775410 1.0033883
[59,] -0.0541 0.9840630 1.0033883
[60,] -0.0537 0.9844644 1.0033883
[61,] -0.0520 0.9861701 1.0033883
[62,] -0.0518 0.9863708 1.0033883
[63,] -0.0516 0.9865715 1.0033883
[64,] -0.0514 0.9867721 1.0033883
[65,] -0.0507 0.9874745 1.0033883
[66,] -0.0468 0.9913877 1.0033883
[67,] -0.0467 0.9914881 1.0033883
[68,] -0.0465 0.9916887 1.0033883
[69,] -0.0407 0.9975084 1.0033883
[70,] -0.0378 1.0004182 1.0033883
[71,] -0.0374 1.0008196 1.0033883
[72,] -0.0365 1.0017226 1.0033883
[73,] -0.0361 1.0021240 1.0033883
[74,] -0.0358 1.0024250 1.0033883
[75,] -0.0345 1.0037294 1.0033883
[76,] -0.0339 1.0043314 1.0033883
[77,] -0.0321 1.0061375 1.0033883
[78,] -0.0306 1.0076426 1.0033883
[79,] -0.0302 1.0080440 1.0033883
[80,] -0.0293 1.0089470 1.0033883
[81,] -0.0290 1.0092480 1.0033883
[82,] -0.0262 1.0120575 1.0033883
[83,] -0.0261 1.0121579 1.0033883
[84,] -0.0254 1.0128602 1.0033883
[85,] -0.0244 1.0138636 1.0033883
[86,] -0.0243 1.0139640 1.0033883
[87,] -0.0240 1.0142650 1.0033883
[88,] -0.0206 1.0176765 1.0033883
[89,] -0.0195 1.0187802 1.0033883
[90,] -0.0193 1.0189809 1.0033883
[91,] -0.0191 1.0191816 1.0033883
[92,] -0.0190 1.0192819 1.0033883
[93,] -0.0186 1.0196833 1.0033883
[94,] -0.0153 1.0229945 1.0033883
[95,] -0.0148 1.0234962 1.0033883
[96,] -0.0142 1.0240982 1.0033883
[97,] -0.0117 1.0266067 1.0033883
[98,] -0.0109 1.0274094 1.0033883
[99,] -0.0096 1.0287138 1.0033883
[100,] -0.0088 1.0295165 1.0033883
[101,] -0.0078 1.0305199 1.0033883
[102,] -0.0075 1.0308209 1.0033883
[103,] -0.0073 1.0310216 1.0033883
[104,] -0.0064 1.0319246 1.0033883
[105,] -0.0060 1.0323260 1.0033883
[106,] -0.0052 1.0331287 1.0033883
[107,] -0.0048 1.0335300 1.0033883
[108,] -0.0039 1.0344331 1.0033883
[109,] -0.0024 1.0359382 1.0033883
[110,] -0.0014 1.0369416 1.0033883
[111,] -0.0006 1.0377443 1.0033883
[112,] -0.0001 1.0382460 1.0033883
[113,] 0.0021 1.0404534 1.0033883
[114,] 0.0044 1.0427612 1.0033883
[115,] 0.0056 1.0439653 1.0033883
[116,] 0.0064 1.0447680 1.0033883
[117,] 0.0072 1.0455707 1.0033883
[118,] 0.0080 1.0463734 1.0033883
[119,] 0.0084 1.0467748 1.0033883
[120,] 0.0085 1.0468751 1.0033883
[121,] 0.0099 1.0482798 1.0033883
[122,] 0.0107 1.0490826 1.0033883
[123,] 0.0137 1.0520927 1.0033883
[124,] 0.0159 1.0543002 1.0033883
[125,] 0.0160 1.0544005 1.0033883
[126,] 0.0164 1.0548019 1.0033883
[127,] 0.0170 1.0554039 1.0033883
[128,] 0.0183 1.0567083 1.0033883
[129,] 0.0189 1.0573103 1.0033883
[130,] 0.0190 1.0574107 1.0033883
[131,] 0.0196 1.0580127 1.0033883
[132,] 0.0197 1.0581130 1.0033883
[133,] 0.0207 1.0591164 1.0033883
[134,] 0.0211 1.0595178 1.0033883
[135,] 0.0215 1.0599191 1.0033883
[136,] 0.0224 1.0608222 1.0033883
[137,] 0.0225 1.0609225 1.0033883
[138,] 0.0230 1.0614242 1.0033883
[139,] 0.0233 1.0617252 1.0033883
[140,] 0.0240 1.0624276 1.0033883
[141,] 0.0248 1.0632303 1.0033883
[142,] 0.0250 1.0634310 1.0033883
[143,] 0.0267 1.0651368 1.0033883
[144,] 0.0286 1.0670432 1.0033883
[145,] 0.0293 1.0677456 1.0033883
[146,] 0.0308 1.0692507 1.0033883
[147,] 0.0312 1.0696520 1.0033883
[148,] 0.0316 1.0700534 1.0033883
[149,] 0.0326 1.0710568 1.0033883
[150,] 0.0332 1.0716588 1.0033883
[151,] 0.0339 1.0723612 1.0033883
[152,] 0.0350 1.0734649 1.0033883
[153,] 0.0382 1.0766757 1.0033883
[154,] 0.0396 1.0780805 1.0033883
[155,] 0.0398 1.0782812 1.0033883
[156,] 0.0413 1.0797862 1.0033883
[157,] 0.0415 1.0799869 1.0033883
[158,] 0.0421 1.0805889 1.0033885
[159,] 0.0441 1.0825957 1.0033956
[160,] 0.0443 1.0827964 1.0033969
[161,] 0.0455 1.0840005 1.0034080
[162,] 0.0467 1.0852046 1.0034253
[163,] 0.0468 1.0853049 1.0034271
[164,] 0.0470 1.0855056 1.0034309
[165,] 0.0476 1.0861077 1.0034438
[166,] 0.0491 1.0876129 1.0034857
[167,] 0.0507 1.0892185 1.0035457
[168,] 0.0512 1.0897203 1.0035677
[169,] 0.0525 1.0910250 1.0036324
[170,] 0.0531 1.0916271 1.0036666
[171,] 0.0544 1.0929320 1.0037503
[172,] 0.0546 1.0931327 1.0037643
[173,] 0.0564 1.0949396 1.0039059
[174,] 0.0579 1.0964456 1.0040452
[175,] 0.0623 1.1008645 1.0045652
[176,] 0.0628 1.1013668 1.0046348
[177,] 0.0631 1.1016682 1.0046776
[178,] 0.0648 1.1033763 1.0049346
[179,] 0.0669 1.1054870 1.0052822
[180,] 0.0672 1.1057886 1.0053343
[181,] 0.0680 1.1065930 1.0054762
[182,] 0.0693 1.1079002 1.0057163
[183,] 0.0694 1.1080008 1.0057352
[184,] 0.0702 1.1088055 1.0058892
[185,] 0.0747 1.1133340 1.0068370
[186,] 0.0750 1.1136361 1.0069052
[187,] 0.0770 1.1156504 1.0073750
[188,] 0.0783 1.1169602 1.0076950
[189,] 0.0790 1.1176656 1.0078721
[190,] 0.0807 1.1193794 1.0083162
[191,] 0.0814 1.1200853 1.0085048
[192,] 0.0827 1.1213965 1.0088645
[193,] 0.0829 1.1215983 1.0089210
[194,] 0.0835 1.1222037 1.0090929
[195,] 0.0850 1.1237177 1.0095362
[196,] 0.0871 1.1258384 1.0101897
[197,] 0.0879 1.1266467 1.0104488
[198,] 0.0880 1.1267477 1.0104816
[199,] 0.0913 1.1300841 1.0116133
[200,] 0.0935 1.1323106 1.0124222
[201,] 0.0962 1.1350455 1.0134745
[202,] 0.1000 1.1388997 1.0150666
[203,] 0.1011 1.1400165 1.0155518
[204,] 0.1013 1.1402197 1.0156412
[205,] 0.1025 1.1414388 1.0161850
[206,] 0.1058 1.1447947 1.0177473
[207,] 0.1065 1.1455073 1.0180913
[208,] 0.1086 1.1476464 1.0191494
[209,] 0.1109 1.1499918 1.0203473
[210,] 0.1110 1.1500938 1.0204004
[211,] 0.1121 1.1512166 1.0209916
[212,] 0.1123 1.1514208 1.0211005
[213,] 0.1130 1.1521357 1.0214848
[214,] 0.1131 1.1522378 1.0215401
[215,] 0.1146 1.1537708 1.0223827
[216,] 0.1150 1.1541798 1.0226114
[217,] 0.1242 1.1636129 1.0281427
[218,] 0.1246 1.1640242 1.0283914
[219,] 0.1288 1.1683490 1.0310349
[220,] 0.1304 1.1699995 1.0320574
[221,] 0.1330 1.1726850 1.0337371
[222,] 0.1331 1.1727884 1.0338022
[223,] 0.1351 1.1748573 1.0351103
[224,] 0.1361 1.1758927 1.0357693
[225,] 0.1377 1.1775508 1.0368307
[226,] 0.1407 1.1806643 1.0388438
[227,] 0.1441 1.1842003 1.0411616
[228,] 0.1443 1.1844086 1.0412992
[229,] 0.1454 1.1855544 1.0420580
[230,] 0.1508 1.1911917 1.0458389
[231,] 0.1644 1.2054805 1.0554706
[232,] 0.1793 1.2212867 1.0661993
[233,] 0.1814 1.2235273 1.0677406
[234,] 0.1838 1.2260920 1.0695200
[235,] 0.1927 1.2356407 1.0762868
[236,] 0.1978 1.2411399 1.0802835
[237,] 0.2012 1.2448175 1.0829920
[238,] 0.2026 1.2463344 1.0841144
[239,] 0.2056 1.2495904 1.0865336
[240,] 0.2087 1.2529626 1.0890534
[241,] 0.2099 1.2542700 1.0900347
[242,] 0.2385 1.2858026 1.1159804
[243,] 0.2400 1.2874777 1.1175114
[244,] 0.2620 1.3123254 1.1419540
, , n=510
newdata fun 1der
[1,] -0.3064 0.7861002 0.5489173
[2,] -0.2579 0.8127227 0.5489173
[3,] -0.2523 0.8157967 0.5489173
[4,] -0.2394 0.8228777 0.5489173
[5,] -0.2304 0.8278183 0.5490730
[6,] -0.2187 0.8342485 0.5503100
[7,] -0.2181 0.8345787 0.5504046
[8,] -0.2102 0.8389324 0.5518871
[9,] -0.2015 0.8437429 0.5540630
[10,] -0.1881 0.8511953 0.5584865
[11,] -0.1846 0.8531524 0.5598695
[12,] -0.1842 0.8533764 0.5600322
[13,] -0.1831 0.8539927 0.5604845
[14,] -0.1807 0.8553391 0.5614968
[15,] -0.1782 0.8567442 0.5625902
[16,] -0.1754 0.8583212 0.5638626
[17,] -0.1697 0.8615429 0.5666094
[18,] -0.1683 0.8623367 0.5673166
[19,] -0.1663 0.8634723 0.5683502
[20,] -0.1512 0.8721200 0.5774722
[21,] -0.1505 0.8725244 0.5779599
[22,] -0.1419 0.8775223 0.5845074
[23,] -0.1353 0.8813984 0.5901437
[24,] -0.1337 0.8823438 0.5915699
[25,] -0.1285 0.8854323 0.5963650
[26,] -0.1247 0.8877054 0.6000157
[27,] -0.1209 0.8899926 0.6037874
[28,] -0.1167 0.8925375 0.6080962
[29,] -0.1154 0.8933289 0.6094584
[30,] -0.1141 0.8941221 0.6108349
[31,] -0.1138 0.8943054 0.6111545
[32,] -0.1124 0.8951620 0.6126565
[33,] -0.1123 0.8952233 0.6127644
[34,] -0.1121 0.8953459 0.6129805
[35,] -0.1053 0.8995396 0.6205586
[36,] -0.1039 0.9004096 0.6221753
[37,] -0.0988 0.9035980 0.6282204
[38,] -0.0984 0.9038493 0.6287044
[39,] -0.0977 0.9042897 0.6295548
[40,] -0.0955 0.9056777 0.6322556
[41,] -0.0948 0.9061206 0.6331239
[42,] -0.0923 0.9077073 0.6362600
[43,] -0.0909 0.9085993 0.6380402
[44,] -0.0902 0.9090463 0.6389367
[45,] -0.0888 0.9099420 0.6407426
[46,] -0.0871 0.9110332 0.6429537
[47,] -0.0866 0.9113548 0.6436075
[48,] -0.0807 0.9151751 0.6514451
[49,] -0.0806 0.9152403 0.6515800
[50,] -0.0707 0.9217580 0.6652340
[51,] -0.0693 0.9226907 0.6672149
[52,] -0.0680 0.9235593 0.6690660
[53,] -0.0671 0.9241620 0.6703543
[54,] -0.0648 0.9257077 0.6736713
[55,] -0.0644 0.9259772 0.6742518
[56,] -0.0637 0.9264496 0.6752703
[57,] -0.0636 0.9265171 0.6754160
[58,] -0.0606 0.9285499 0.6798186
[59,] -0.0541 0.9330002 0.6895290
[60,] -0.0537 0.9332761 0.6901341
[61,] -0.0520 0.9344516 0.6927141
[62,] -0.0518 0.9345901 0.6930182
[63,] -0.0516 0.9347288 0.6933225
[64,] -0.0514 0.9348675 0.6936269
[65,] -0.0507 0.9353534 0.6946933
[66,] -0.0468 0.9380743 0.7006695
[67,] -0.0467 0.9381444 0.7008235
[68,] -0.0465 0.9382846 0.7011317
[69,] -0.0407 0.9423772 0.7101407
[70,] -0.0378 0.9444432 0.7146966
[71,] -0.0374 0.9447292 0.7153279
[72,] -0.0365 0.9453736 0.7167511
[73,] -0.0361 0.9456605 0.7173849
[74,] -0.0358 0.9458758 0.7178607
[75,] -0.0345 0.9468103 0.7199276
[76,] -0.0339 0.9472426 0.7208842
[77,] -0.0321 0.9485427 0.7237642
[78,] -0.0306 0.9496302 0.7261760
[79,] -0.0302 0.9499208 0.7268211
[80,] -0.0293 0.9505756 0.7282760
[81,] -0.0290 0.9507941 0.7287619
[82,] -0.0262 0.9528410 0.7333181
[83,] -0.0261 0.9529144 0.7334815
[84,] -0.0254 0.9534282 0.7346260
[85,] -0.0244 0.9541637 0.7362642
[86,] -0.0243 0.9542373 0.7364282
[87,] -0.0240 0.9544583 0.7369205
[88,] -0.0206 0.9569733 0.7425232
[89,] -0.0195 0.9577911 0.7443450
[90,] -0.0193 0.9579400 0.7446767
[91,] -0.0191 0.9580890 0.7450085
[92,] -0.0190 0.9581635 0.7451745
[93,] -0.0186 0.9584617 0.7458389
[94,] -0.0153 0.9609320 0.7513422
[95,] -0.0148 0.9613079 0.7521796
[96,] -0.0142 0.9617595 0.7531856
[97,] -0.0117 0.9636478 0.7573919
[98,] -0.0109 0.9642542 0.7587431
[99,] -0.0096 0.9652420 0.7609472
[100,] -0.0088 0.9658513 0.7623089
[101,] -0.0078 0.9666145 0.7640174
[102,] -0.0075 0.9668437 0.7645308
[103,] -0.0073 0.9669967 0.7648733
[104,] -0.0064 0.9676858 0.7664162
[105,] -0.0060 0.9679925 0.7671028
[106,] -0.0052 0.9686067 0.7684780
[107,] -0.0048 0.9689142 0.7691664
[108,] -0.0039 0.9696072 0.7707176
[109,] -0.0024 0.9707652 0.7733095
[110,] -0.0014 0.9715394 0.7750421
[111,] -0.0006 0.9721600 0.7764308
[112,] -0.0001 0.9725484 0.7772999
[113,] 0.0021 0.9742627 0.7811350
[114,] 0.0044 0.9760639 0.7851635
[115,] 0.0056 0.9770074 0.7872731
[116,] 0.0064 0.9776378 0.7886824
[117,] 0.0072 0.9782693 0.7900941
[118,] 0.0080 0.9789019 0.7915081
[119,] 0.0084 0.9792186 0.7922160
[120,] 0.0085 0.9792979 0.7923931
[121,] 0.0099 0.9804090 0.7948759
[122,] 0.0107 0.9810454 0.7962979
[123,] 0.0137 0.9834423 0.8016514
[124,] 0.0159 0.9852103 0.8055983
[125,] 0.0160 0.9852909 0.8057781
[126,] 0.0164 0.9856133 0.8064978
[127,] 0.0170 0.9860976 0.8075783
[128,] 0.0183 0.9871489 0.8099243
[129,] 0.0189 0.9876352 0.8110093
[130,] 0.0190 0.9877163 0.8111903
[131,] 0.0196 0.9882034 0.8122771
[132,] 0.0197 0.9882846 0.8124584
[133,] 0.0207 0.9890980 0.8142734
[134,] 0.0211 0.9894238 0.8150005
[135,] 0.0215 0.9897500 0.8157283
[136,] 0.0224 0.9904849 0.8173682
[137,] 0.0225 0.9905666 0.8175506
[138,] 0.0230 0.9909756 0.8184634
[139,] 0.0233 0.9912212 0.8190115
[140,] 0.0240 0.9917950 0.8202918
[141,] 0.0248 0.9924518 0.8217576
[142,] 0.0250 0.9926162 0.8221244
[143,] 0.0267 0.9940165 0.8252513
[144,] 0.0286 0.9955878 0.8287678
[145,] 0.0293 0.9961684 0.8300698
[146,] 0.0308 0.9974156 0.8328721
[147,] 0.0312 0.9977489 0.8336222
[148,] 0.0316 0.9980825 0.8343734
[149,] 0.0326 0.9989178 0.8362568
[150,] 0.0332 0.9994199 0.8373903
[151,] 0.0339 1.0000065 0.8387161
[152,] 0.0350 1.0009303 0.8408068
[153,] 0.0382 1.0036306 0.8469397
[154,] 0.0396 1.0048182 0.8496466
[155,] 0.0398 1.0049882 0.8500344
[156,] 0.0413 1.0062654 0.8529529
[157,] 0.0415 1.0064361 0.8533433
[158,] 0.0421 1.0069484 0.8545162
[159,] 0.0441 1.0086614 0.8584430
[160,] 0.0443 1.0088331 0.8588374
[161,] 0.0455 1.0098651 0.8612107
[162,] 0.0467 1.0109000 0.8635953
[163,] 0.0468 1.0109864 0.8637946
[164,] 0.0470 1.0111592 0.8641935
[165,] 0.0476 1.0116781 0.8653931
[166,] 0.0491 1.0129784 0.8684098
[167,] 0.0507 1.0143705 0.8716546
[168,] 0.0512 1.0148065 0.8726741
[169,] 0.0525 1.0159428 0.8753365
[170,] 0.0531 1.0164683 0.8765711
[171,] 0.0544 1.0176096 0.8792584
[172,] 0.0546 1.0177855 0.8796734
[173,] 0.0564 1.0193723 0.8834305
[174,] 0.0579 1.0206998 0.8865936
[175,] 0.0623 1.0246215 0.8960358
[176,] 0.0628 1.0250698 0.8971219
[177,] 0.0631 1.0253390 0.8977746
[178,] 0.0648 1.0268684 0.9014876
[179,] 0.0669 1.0287664 0.9061079
[180,] 0.0672 1.0290383 0.9067710
[181,] 0.0680 1.0297644 0.9085430
[182,] 0.0693 1.0309474 0.9114340
[183,] 0.0694 1.0310386 0.9116569
[184,] 0.0702 1.0317686 0.9134438
[185,] 0.0747 1.0359019 0.9235876
[186,] 0.0750 1.0361790 0.9242701
[187,] 0.0770 1.0380321 0.9288416
[188,] 0.0783 1.0392416 0.9318309
[189,] 0.0790 1.0398944 0.9334458
[190,] 0.0807 1.0414846 0.9373833
[191,] 0.0814 1.0421414 0.9390108
[192,] 0.0827 1.0433640 0.9420406
[193,] 0.0829 1.0435525 0.9425077
[194,] 0.0835 1.0441184 0.9439099
[195,] 0.0850 1.0455369 0.9474205
[196,] 0.0871 1.0475317 0.9523457
[197,] 0.0879 1.0482943 0.9542251
[198,] 0.0880 1.0483897 0.9544602
[199,] 0.0913 1.0515523 0.9622332
[200,] 0.0935 1.0536749 0.9674348
[201,] 0.0962 1.0562956 0.9738466
[202,] 0.1000 1.0600135 0.9829388
[203,] 0.1011 1.0610962 0.9855864
[204,] 0.1013 1.0612933 0.9860685
[205,] 0.1025 1.0624784 0.9889667
[206,] 0.1058 1.0657552 0.9969975
[207,] 0.1065 1.0664537 0.9987126
[208,] 0.1086 1.0685564 1.0038825
[209,] 0.1109 1.0708719 1.0095846
[210,] 0.1110 1.0709728 1.0098334
[211,] 0.1121 1.0720852 1.0125739
[212,] 0.1123 1.0722877 1.0130731
[213,] 0.1130 1.0729975 1.0148223
[214,] 0.1131 1.0730990 1.0150724
[215,] 0.1146 1.0746244 1.0188327
[216,] 0.1150 1.0750322 1.0198380
[217,] 0.1242 1.0845219 1.0432476
[218,] 0.1246 1.0849394 1.0442772
[219,] 0.1288 1.0893482 1.0551448
[220,] 0.1304 1.0910398 1.0593125
[221,] 0.1330 1.0938028 1.0661175
[222,] 0.1331 1.0939094 1.0663801
[223,] 0.1351 1.0960474 1.0716433
[224,] 0.1361 1.0971204 1.0742838
[225,] 0.1377 1.0988427 1.0785211
[226,] 0.1407 1.1020902 1.0865008
[227,] 0.1441 1.1057997 1.0955719
[228,] 0.1443 1.1060189 1.0961060
[229,] 0.1454 1.1072262 1.0990431
[230,] 0.1508 1.1131999 1.1134499
[231,] 0.1644 1.1285896 1.1497236
[232,] 0.1793 1.1460143 1.1890456
[233,] 0.1814 1.1485170 1.1945206
[234,] 0.1838 1.1513914 1.2007526
[235,] 0.1927 1.1621802 1.2236416
[236,] 0.1978 1.1684538 1.2366109
[237,] 0.2012 1.1726729 1.2451764
[238,] 0.2026 1.1744186 1.2486821
[239,] 0.2056 1.1781759 1.2561582
[240,] 0.2087 1.1820819 1.2638422
[241,] 0.2099 1.1836003 1.2668056
[242,] 0.2385 1.2208195 1.3350413
[243,] 0.2400 1.2228246 1.3384643
[244,] 0.2620 1.2528088 1.3867045
, , n=760
newdata fun 1der
[1,] -0.3064 6.769976e-01 0.8659607
[2,] -0.2579 7.206335e-01 0.9323655
[3,] -0.2523 7.258754e-01 0.9397475
[4,] -0.2394 7.381075e-01 0.9566468
[5,] -0.2304 7.467695e-01 0.9681999
[6,] -0.2187 7.581825e-01 0.9825660
[7,] -0.2181 7.587722e-01 0.9832731
[8,] -0.2102 7.665763e-01 0.9923808
[9,] -0.2015 7.752527e-01 1.0021614
[10,] -0.1881 7.887802e-01 1.0167915
[11,] -0.1846 7.923456e-01 1.0205793
[12,] -0.1842 7.927539e-01 1.0210125
[13,] -0.1831 7.938777e-01 1.0222073
[14,] -0.1807 7.963341e-01 1.0248248
[15,] -0.1782 7.988996e-01 1.0275563
[16,] -0.1754 8.017810e-01 1.0306215
[17,] -0.1697 8.076734e-01 1.0368835
[18,] -0.1683 8.091261e-01 1.0384254
[19,] -0.1663 8.112052e-01 1.0406344
[20,] -0.1512 8.270461e-01 1.0575705
[21,] -0.1505 8.277866e-01 1.0583632
[22,] -0.1419 8.369305e-01 1.0681055
[23,] -0.1353 8.440046e-01 1.0755493
[24,] -0.1337 8.457269e-01 1.0773449
[25,] -0.1285 8.513442e-01 1.0831388
[26,] -0.1247 8.554681e-01 1.0873417
[27,] -0.1209 8.596079e-01 1.0915134
[28,] -0.1167 8.642019e-01 1.0960744
[29,] -0.1154 8.656277e-01 1.0974770
[30,] -0.1141 8.670553e-01 1.0988754
[31,] -0.1138 8.673850e-01 1.0991974
[32,] -0.1124 8.689249e-01 1.1006959
[33,] -0.1123 8.690350e-01 1.1008026
[34,] -0.1121 8.692552e-01 1.1010161
[35,] -0.1053 8.767666e-01 1.1081908
[36,] -0.1039 8.783191e-01 1.1096351
[37,] -0.0988 8.839914e-01 1.1147616
[38,] -0.0984 8.844374e-01 1.1151545
[39,] -0.0977 8.852182e-01 1.1158387
[40,] -0.0955 8.876754e-01 1.1179649
[41,] -0.0948 8.884582e-01 1.1186334
[42,] -0.0923 8.912578e-01 1.1209862
[43,] -0.0909 8.928280e-01 1.1222791
[44,] -0.0902 8.936139e-01 1.1229189
[45,] -0.0888 8.951868e-01 1.1241851
[46,] -0.0871 8.970992e-01 1.1256997
[47,] -0.0866 8.976622e-01 1.1261406
[48,] -0.0807 9.043214e-01 1.1311712
[49,] -0.0806 9.044345e-01 1.1312538
[50,] -0.0707 9.156733e-01 1.1391039
[51,] -0.0693 9.172688e-01 1.1401594
[52,] -0.0680 9.187517e-01 1.1411267
[53,] -0.0671 9.197790e-01 1.1417904
[54,] -0.0648 9.224070e-01 1.1434648
[55,] -0.0644 9.228645e-01 1.1437529
[56,] -0.0637 9.236653e-01 1.1442547
[57,] -0.0636 9.237797e-01 1.1443261
[58,] -0.0606 9.272159e-01 1.1464553
[59,] -0.0541 9.346828e-01 1.1510830
[60,] -0.0537 9.351433e-01 1.1513708
[61,] -0.0520 9.371017e-01 1.1525981
[62,] -0.0518 9.373322e-01 1.1527430
[63,] -0.0516 9.375628e-01 1.1528881
[64,] -0.0514 9.377934e-01 1.1530334
[65,] -0.0507 9.386007e-01 1.1535435
[66,] -0.0468 9.431051e-01 1.1564280
[67,] -0.0467 9.432208e-01 1.1565028
[68,] -0.0465 9.434521e-01 1.1566525
[69,] -0.0407 9.501734e-01 1.1610638
[70,] -0.0378 9.535437e-01 1.1633123
[71,] -0.0374 9.540091e-01 1.1636239
[72,] -0.0365 9.550567e-01 1.1643265
[73,] -0.0361 9.555225e-01 1.1646394
[74,] -0.0358 9.558719e-01 1.1648743
[75,] -0.0345 9.573869e-01 1.1658945
[76,] -0.0339 9.580866e-01 1.1663667
[77,] -0.0321 9.601873e-01 1.1677882
[78,] -0.0306 9.619399e-01 1.1689786
[79,] -0.0302 9.624076e-01 1.1692969
[80,] -0.0293 9.634602e-01 1.1700144
[81,] -0.0290 9.638113e-01 1.1702540
[82,] -0.0262 9.670911e-01 1.1725002
[83,] -0.0261 9.672084e-01 1.1725807
[84,] -0.0254 9.680294e-01 1.1731453
[85,] -0.0244 9.692029e-01 1.1739537
[86,] -0.0243 9.693203e-01 1.1740347
[87,] -0.0240 9.696726e-01 1.1742777
[88,] -0.0206 9.736698e-01 1.1770475
[89,] -0.0195 9.749651e-01 1.1779510
[90,] -0.0193 9.752007e-01 1.1781156
[91,] -0.0191 9.754363e-01 1.1782805
[92,] -0.0190 9.755542e-01 1.1783629
[93,] -0.0186 9.760256e-01 1.1786931
[94,] -0.0153 9.799198e-01 1.1814370
[95,] -0.0148 9.805106e-01 1.1818559
[96,] -0.0142 9.812199e-01 1.1823591
[97,] -0.0117 9.841784e-01 1.1844636
[98,] -0.0109 9.851262e-01 1.1851396
[99,] -0.0096 9.866676e-01 1.1862407
[100,] -0.0088 9.876169e-01 1.1869199
[101,] -0.0078 9.888042e-01 1.1877706
[102,] -0.0075 9.891606e-01 1.1880259
[103,] -0.0073 9.893982e-01 1.1881962
[104,] -0.0064 9.904680e-01 1.1889624
[105,] -0.0060 9.909436e-01 1.1893031
[106,] -0.0052 9.918953e-01 1.1899848
[107,] -0.0048 9.923714e-01 1.1903258
[108,] -0.0039 9.934430e-01 1.1910934
[109,] -0.0024 9.952306e-01 1.1923740
[110,] -0.0014 9.964234e-01 1.1932287
[111,] -0.0006 9.973783e-01 1.1939147
[112,] -0.0001 9.979753e-01 1.1943450
[113,] 0.0021 1.000605e+00 1.1962527
[114,] 0.0044 1.003359e+00 1.1982720
[115,] 0.0056 1.004797e+00 1.1993351
[116,] 0.0064 1.005757e+00 1.2000470
[117,] 0.0072 1.006717e+00 1.2007615
[118,] 0.0080 1.007678e+00 1.2014786
[119,] 0.0084 1.008159e+00 1.2018382
[120,] 0.0085 1.008279e+00 1.2019281
[121,] 0.0099 1.009963e+00 1.2031921
[122,] 0.0107 1.010926e+00 1.2039168
[123,] 0.0137 1.014541e+00 1.2066398
[124,] 0.0159 1.017198e+00 1.2086300
[125,] 0.0160 1.017319e+00 1.2087203
[126,] 0.0164 1.017803e+00 1.2090811
[127,] 0.0170 1.018528e+00 1.2096216
[128,] 0.0183 1.020101e+00 1.2107897
[129,] 0.0189 1.020828e+00 1.2113269
[130,] 0.0190 1.020949e+00 1.2114163
[131,] 0.0196 1.021676e+00 1.2119520
[132,] 0.0197 1.021797e+00 1.2120411
[133,] 0.0207 1.023010e+00 1.2129304
[134,] 0.0211 1.023495e+00 1.2132847
[135,] 0.0215 1.023981e+00 1.2136382
[136,] 0.0224 1.025073e+00 1.2144307
[137,] 0.0225 1.025195e+00 1.2145185
[138,] 0.0230 1.025802e+00 1.2149565
[139,] 0.0233 1.026167e+00 1.2152185
[140,] 0.0240 1.027017e+00 1.2158277
[141,] 0.0248 1.027990e+00 1.2165199
[142,] 0.0250 1.028234e+00 1.2166924
[143,] 0.0267 1.030303e+00 1.2181462
[144,] 0.0286 1.032619e+00 1.2197453
[145,] 0.0293 1.033473e+00 1.2203275
[146,] 0.0308 1.035305e+00 1.2215609
[147,] 0.0312 1.035793e+00 1.2218860
[148,] 0.0316 1.036282e+00 1.2222093
[149,] 0.0326 1.037505e+00 1.2230098
[150,] 0.0332 1.038239e+00 1.2234849
[151,] 0.0339 1.039095e+00 1.2240345
[152,] 0.0350 1.040442e+00 1.2248877
[153,] 0.0382 1.044366e+00 1.2272999
[154,] 0.0396 1.046085e+00 1.2283289
[155,] 0.0398 1.046330e+00 1.2284747
[156,] 0.0413 1.048174e+00 1.2295564
[157,] 0.0415 1.048420e+00 1.2296991
[158,] 0.0421 1.049158e+00 1.2301247
[159,] 0.0441 1.051620e+00 1.2315193
[160,] 0.0443 1.051866e+00 1.2316568
[161,] 0.0455 1.053344e+00 1.2324765
[162,] 0.0467 1.054824e+00 1.2332873
[163,] 0.0468 1.054947e+00 1.2333545
[164,] 0.0470 1.055194e+00 1.2334886
[165,] 0.0476 1.055934e+00 1.2338896
[166,] 0.0491 1.057786e+00 1.2348823
[167,] 0.0507 1.059762e+00 1.2359249
[168,] 0.0512 1.060380e+00 1.2362467
[169,] 0.0525 1.061988e+00 1.2370738
[170,] 0.0531 1.062730e+00 1.2374505
[171,] 0.0544 1.064340e+00 1.2382562
[172,] 0.0546 1.064587e+00 1.2383789
[173,] 0.0564 1.066817e+00 1.2394709
[174,] 0.0579 1.068677e+00 1.2403684
[175,] 0.0623 1.074140e+00 1.2429492
[176,] 0.0628 1.074762e+00 1.2432384
[177,] 0.0631 1.075135e+00 1.2434114
[178,] 0.0648 1.077250e+00 1.2443878
[179,] 0.0669 1.079864e+00 1.2455838
[180,] 0.0672 1.080238e+00 1.2457537
[181,] 0.0680 1.081235e+00 1.2462058
[182,] 0.0693 1.082855e+00 1.2469368
[183,] 0.0694 1.082980e+00 1.2469929
[184,] 0.0702 1.083978e+00 1.2474397
[185,] 0.0747 1.089597e+00 1.2498888
[186,] 0.0750 1.089972e+00 1.2500480
[187,] 0.0770 1.092473e+00 1.2510956
[188,] 0.0783 1.094100e+00 1.2517634
[189,] 0.0790 1.094976e+00 1.2521185
[190,] 0.0807 1.097105e+00 1.2529671
[191,] 0.0814 1.097982e+00 1.2533107
[192,] 0.0827 1.099612e+00 1.2539401
[193,] 0.0829 1.099863e+00 1.2540359
[194,] 0.0835 1.100616e+00 1.2543217
[195,] 0.0850 1.102498e+00 1.2550254
[196,] 0.0871 1.105134e+00 1.2559848
[197,] 0.0879 1.106139e+00 1.2563424
[198,] 0.0880 1.106265e+00 1.2563868
[199,] 0.0913 1.110413e+00 1.2578109
[200,] 0.0935 1.113181e+00 1.2587129
[201,] 0.0962 1.116581e+00 1.2597630
[202,] 0.1000 1.121371e+00 1.2611174
[203,] 0.1011 1.122758e+00 1.2614802
[204,] 0.1013 1.123011e+00 1.2615447
[205,] 0.1025 1.124525e+00 1.2619236
[206,] 0.1058 1.128691e+00 1.2628996
[207,] 0.1065 1.129575e+00 1.2630957
[208,] 0.1086 1.132228e+00 1.2636630
[209,] 0.1109 1.135135e+00 1.2642485
[210,] 0.1110 1.135262e+00 1.2642732
[211,] 0.1121 1.136652e+00 1.2645406
[212,] 0.1123 1.136905e+00 1.2645884
[213,] 0.1130 1.137791e+00 1.2647539
[214,] 0.1131 1.137917e+00 1.2647773
[215,] 0.1146 1.139814e+00 1.2651213
[216,] 0.1150 1.140321e+00 1.2652107
[217,] 0.1242 1.151969e+00 1.2668711
[218,] 0.1246 1.152475e+00 1.2669260
[219,] 0.1288 1.157798e+00 1.2674145
[220,] 0.1304 1.159826e+00 1.2675520
[221,] 0.1330 1.163121e+00 1.2677131
[222,] 0.1331 1.163248e+00 1.2677178
[223,] 0.1351 1.165784e+00 1.2677869
[224,] 0.1361 1.167052e+00 1.2678042
[225,] 0.1377 1.948018e-09 1.2678105
[226,] 0.1407 1.172883e+00 1.2678105
[227,] 0.1441 1.177194e+00 1.2678105
[228,] 0.1443 1.177448e+00 1.2678105
[229,] 0.1454 1.178842e+00 1.2678105
[230,] 0.1508 1.185688e+00 1.2678105
[231,] 0.1644 1.202931e+00 1.2678105
[232,] 0.1793 1.221821e+00 1.2678105
[233,] 0.1814 1.224483e+00 1.2678105
[234,] 0.1838 1.227526e+00 1.2678105
[235,] 0.1927 1.238810e+00 1.2678105
[236,] 0.1978 1.245275e+00 1.2678105
[237,] 0.2012 1.249586e+00 1.2678105
[238,] 0.2026 1.251361e+00 1.2678105
[239,] 0.2056 1.255164e+00 1.2678105
[240,] 0.2087 1.259095e+00 1.2678105
[241,] 0.2099 1.260616e+00 1.2678105
[242,] 0.2385 1.296875e+00 1.2678105
[243,] 0.2400 1.298777e+00 1.2678105
[244,] 0.2620 1.326678e+00 1.2694962
>
>
> ### 5. original from ../man/smooth.pen.reg.Rd (w/ n = 50) ===================================
> doSmPen <- function(d, lambda, agcv, ...) doEst(d, smooth.pen.reg, lambda=lambda, agcv=agcv, ...)
>
> SmPen001F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.01, agcv = FALSE)
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.002
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
> SmPen001T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.01, agcv = TRUE)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.006 0.000 0.008
user.self sys.self elapsed
0.007 0.000 0.008
user.self sys.self elapsed
0.01 0.00 0.01
> SmPen005F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.05, agcv = FALSE)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.004
user.self sys.self elapsed
0.001 0.000 0.003
> SmPen005T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.05, agcv = TRUE)
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.002
user.self sys.self elapsed
0.004 0.000 0.003
user.self sys.self elapsed
0.005 0.000 0.005
user.self sys.self elapsed
0.006 0.000 0.007
user.self sys.self elapsed
0.012 0.000 0.011
> SmPen02F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.2, agcv = FALSE)
user.self sys.self elapsed
0.000 0.000 0.002
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.004
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
> SmPen02T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.2, agcv = TRUE)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.004
user.self sys.self elapsed
0.001 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.003 0.000 0.007
user.self sys.self elapsed
0.005 0.000 0.005
user.self sys.self elapsed
0.008 0.000 0.008
user.self sys.self elapsed
0.012 0.000 0.012
>
> SmPen001F.exp <- lapply(d.exp, doSmPen, lambda = 0.01, agcv = FALSE)
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
> SmPen001T.exp <- lapply(d.exp, doSmPen, lambda = 0.01, agcv = TRUE)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.003
user.self sys.self elapsed
0.004 0.000 0.004
user.self sys.self elapsed
0.005 0.000 0.005
user.self sys.self elapsed
0.006 0.000 0.007
user.self sys.self elapsed
0.01 0.00 0.01
> SmPen005F.exp <- lapply(d.exp, doSmPen, lambda = 0.05, agcv = FALSE)
user.self sys.self elapsed
0.000 0.000 0.002
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
> SmPen005T.exp <- lapply(d.exp, doSmPen, lambda = 0.05, agcv = TRUE)
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.004 0.000 0.003
user.self sys.self elapsed
0.006 0.000 0.005
user.self sys.self elapsed
0.008 0.000 0.008
user.self sys.self elapsed
0.010 0.000 0.011
> SmPen02F.exp <- lapply(d.exp, doSmPen, lambda = 0.2, agcv = FALSE)
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.002
user.self sys.self elapsed
0 0 0
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
> SmPen02T.exp <- lapply(d.exp, doSmPen, lambda = 0.2, agcv = TRUE)
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.000 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.000
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.001 0.000 0.001
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.002 0.000 0.002
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.003 0.000 0.003
user.self sys.self elapsed
0.006 0.000 0.005
user.self sys.self elapsed
0.008 0.000 0.008
user.self sys.self elapsed
0.011 0.000 0.011
>
> SmPen001FSqr <- lapply(SmPen001F.sqr, `[[`, "fit")
> SmPen001TSqr <- lapply(SmPen001T.sqr, `[[`, "fit")
> SmPen001FExp <- lapply(SmPen001F.exp, `[[`, "fit")
> SmPen001TExp <- lapply(SmPen001T.exp, `[[`, "fit")
>
> SmPen005FSqr <- lapply(SmPen005F.sqr, `[[`, "fit")
> SmPen005TSqr <- lapply(SmPen005T.sqr, `[[`, "fit")
> SmPen005FExp <- lapply(SmPen005F.exp, `[[`, "fit")
> SmPen005TExp <- lapply(SmPen005T.exp, `[[`, "fit")
>
> SmPen02FSqr <- lapply(SmPen02F.sqr, `[[`, "fit")
> SmPen02TSqr <- lapply(SmPen02T.sqr, `[[`, "fit")
> SmPen02FExp <- lapply(SmPen02F.exp, `[[`, "fit")
> SmPen02TExp <- lapply(SmPen02T.exp, `[[`, "fit")
>
> prMilli(t(sapply(SmPen001F.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . 1
n=6 1 . 1
n=9 . . .
n=13 . . 1
n=20 1 . 1
n=30 . . 1
n=44 1 . 1
n=67 . . 2
n=100 . . .
n=150 1 . .
n=220 . . 1
n=340 1 . 1
n=510 1 . .
n=760 1 . 1
> prMilli(t(sapply(SmPen001T.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . .
n=6 1 . 1
n=9 1 . 1
n=13 . . 1
n=20 1 . 1
n=30 1 . 1
n=44 1 . 1
n=67 1 . 2
n=100 2 . 2
n=150 2 . 3
n=220 3 . 3
n=340 6 . 8
n=510 7 . 8
n=760 10 . 10
> prMilli(t(sapply(SmPen001F.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . .
n=6 . . 1
n=9 . . .
n=13 1 . .
n=20 . . .
n=30 1 . 1
n=44 . . .
n=67 1 . .
n=100 . . .
n=150 . . .
n=220 1 . 1
n=340 . . 1
n=510 1 . .
n=760 1 . 1
> prMilli(t(sapply(SmPen001T.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . .
n=6 1 . .
n=9 1 . .
n=13 . . 1
n=20 1 . 1
n=30 1 . 1
n=44 1 . 1
n=67 1 . 1
n=100 2 . 2
n=150 2 . 3
n=220 4 . 4
n=340 5 . 5
n=510 6 . 7
n=760 10 . 10
> prMilli(t(sapply(SmPen005F.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . .
n=6 . . .
n=9 1 . .
n=13 1 . .
n=20 1 . 1
n=30 . . 1
n=44 . . .
n=67 . . 1
n=100 1 . .
n=150 . . 1
n=220 1 . 1
n=340 1 . 1
n=510 1 . 4
n=760 1 . 3
> prMilli(t(sapply(SmPen005T.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . 1
n=6 . . 1
n=9 . . .
n=13 . . 1
n=20 1 . 1
n=30 1 . 1
n=44 1 . 1
n=67 2 . 1
n=100 2 . 2
n=150 3 . 2
n=220 4 . 3
n=340 5 . 5
n=510 6 . 7
n=760 12 . 11
> prMilli(t(sapply(SmPen005F.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . 2
n=6 . . 1
n=9 . . 1
n=13 1 . .
n=20 . . 1
n=30 . . 1
n=44 . . .
n=67 . . .
n=100 1 . .
n=150 1 . .
n=220 . . 1
n=340 1 . .
n=510 . . 1
n=760 . . 1
> prMilli(t(sapply(SmPen005T.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . 1
n=6 1 . .
n=9 . . 1
n=13 . . 1
n=20 1 . 1
n=30 . . 1
n=44 1 . 1
n=67 1 . 1
n=100 2 . 2
n=150 3 . 3
n=220 4 . 3
n=340 6 . 5
n=510 8 . 8
n=760 10 . 11
> prMilli(t(sapply(SmPen02F.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . 2
n=6 1 . .
n=9 1 . 1
n=13 1 . .
n=20 1 . .
n=30 . . .
n=44 1 . 1
n=67 1 . 1
n=100 1 . .
n=150 1 . .
n=220 1 . 1
n=340 1 . 4
n=510 . . .
n=760 1 . 1
> prMilli(t(sapply(SmPen02T.sqr, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . .
n=6 1 . .
n=9 1 . 1
n=13 . . 1
n=20 . . .
n=30 . . 1
n=44 . . 1
n=67 1 . 4
n=100 1 . 2
n=150 2 . 3
n=220 3 . 7
n=340 5 . 5
n=510 8 . 8
n=760 12 . 12
> prMilli(t(sapply(SmPen02F.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 1 . .
n=6 . . .
n=9 1 . .
n=13 1 . .
n=20 . . .
n=30 1 . 2
n=44 . . .
n=67 1 . .
n=100 . . 1
n=150 . . 1
n=220 . . 1
n=340 . . 1
n=510 1 . 1
n=760 1 . 1
> prMilli(t(sapply(SmPen02T.exp, `[[`, "sys.tm")))
Times [milli-seconds]:
user.self sys.self elapsed
n=4 . . 1
n=6 . . 1
n=9 1 . .
n=13 1 . 1
n=20 1 . 1
n=30 1 . 1
n=44 1 . 1
n=67 2 . 2
n=100 2 . 2
n=150 3 . 3
n=220 3 . 3
n=340 6 . 5
n=510 8 . 8
n=760 11 . 11
>
> if(do.pdf) pdf("SmPen001F_sqr.pdf"); invisible( lapply(SmPen001FSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen001T_sqr.pdf"); invisible( lapply(SmPen001TSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen001F_exp.pdf"); invisible( lapply(SmPen001FExp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen001T_exp.pdf"); invisible( lapply(SmPen001TExp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> if(do.pdf) pdf("SmPen005F_sqr.pdf"); invisible( lapply(SmPen005FSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen005T_sqr.pdf"); invisible( lapply(SmPen005TSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen005F_exp.pdf"); invisible( lapply(SmPen005FExp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen005T_exp.pdf"); invisible( lapply(SmPen005TExp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> if(do.pdf) pdf("SmPen02F_sqr.pdf"); invisible( lapply(SmPen02FSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen02T_sqr.pdf"); invisible( lapply(SmPen02TSqr, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen02F_exp.pdf"); invisible( lapply(SmPen02FExp, plot) ) ; if(do.pdf) dev.off()
null device
1
> if(do.pdf) pdf("SmPen02T_exp.pdf"); invisible( lapply(SmPen02TExp, plot) ) ; if(do.pdf) dev.off()
null device
1
>
> str(pSqF <- vapply(SmPen001FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF
num [1:244, 1:14] -0.0495 -0.0492 -0.0492 -0.0491 -0.049 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.0494517758 -0.29922354 0.2189297 0.10759768 0.3994548 0.10136760 0.2585125 0.05143858 0.1875491944
[2,] -0.0492126409 -0.31722215 0.2200630 0.09211100 0.4118014 0.07070302 0.2426878 0.05563782 0.1701855874
[3,] -0.0491703076 -0.31862137 0.2205001 0.09052098 0.4132561 0.06747584 0.2406025 0.05647916 0.1676419019
[4,] -0.0490541289 -0.32130194 0.2217493 0.08700215 0.4166133 0.06032117 0.2356067 0.05864856 0.1613563044
[5,] -0.0489552678 -0.32272130 0.2228111 0.08466188 0.4189545 0.05557126 0.2319685 0.06034945 0.1566757567
[6,] -0.0488012736 -0.32400861 0.2244106 0.08175428 0.4219878 0.04970991 0.2270664 0.06278541 0.1503142204
[7,] -0.0487925308 -0.32405755 0.2244990 0.08160916 0.4221430 0.04941920 0.2268101 0.06291707 0.1499813759
[8,] -0.0486691224 -0.32454588 0.2257188 0.07973364 0.4241826 0.04568410 0.2233928 0.06471117 0.1455562709
[9,] -0.0485142810 -0.32474687 0.2271775 0.07774211 0.4264213 0.04177492 0.2195439 0.06681536 0.1406235704
[10,] -0.0482330358 -0.32436589 0.2296444 0.07482044 0.4298539 0.03619054 0.2134717 0.07030741 0.1330194514
[11,] -0.0481503678 -0.32413143 0.2303301 0.07408687 0.4307474 0.03482222 0.2118631 0.07126303 0.1310516375
[12,] -0.0481406653 -0.32410116 0.2304095 0.07400385 0.4308494 0.03466827 0.2116788 0.07137323 0.1308275785
[13,] -0.0481137101 -0.32401424 0.2306289 0.07377642 0.4311299 0.03424752 0.2111714 0.07167727 0.1302124054
[14,] -0.0480534939 -0.32380607 0.2311131 0.07328469 0.4317415 0.03334278 0.2100622 0.07234552 0.1288756709
[15,] -0.0479886874 -0.32356243 0.2316253 0.07277914 0.4323779 0.03241985 0.2089036 0.07304828 0.1274921580
[16,] -0.0479135323 -0.32325740 0.2322083 0.07222115 0.4330899 0.03141001 0.2076029 0.07384275 0.1259546198
[17,] -0.0477519057 -0.32253309 0.2334243 0.07111287 0.4345369 0.02943323 0.2049466 0.07548105 0.1228649824
[18,] -0.0477103934 -0.32233426 0.2337289 0.07084647 0.4348917 0.02896410 0.2042929 0.07588715 0.1221145102
[19,] -0.0476498217 -0.32203609 0.2341678 0.07046996 0.4353983 0.02830527 0.2033583 0.07646947 0.1210482116
[20,] -0.0471422231 -0.31926211 0.2376205 0.06778837 0.4392098 0.02377147 0.1962982 0.08091996 0.1132232931
[21,] -0.0471164513 -0.31911170 0.2377861 0.06767123 0.4393859 0.02358056 0.1959715 0.08112742 0.1128704285
[22,] -0.0467827609 -0.31711162 0.2398581 0.06628684 0.4415455 0.02137835 0.1919706 0.08367273 0.1086088154
[23,] -0.0465045624 -0.31539050 0.2414916 0.06529551 0.4431976 0.01987121 0.1889224 0.08561234 0.1054323118
[24,] -0.0464341313 -0.31494956 0.2418929 0.06506490 0.4435975 0.01953022 0.1881872 0.08607937 0.1046747896
[25,] -0.0461969652 -0.31345397 0.2432104 0.06434249 0.4448951 0.01848864 0.1858103 0.08758349 0.1022471390
[26,] -0.0460154974 -0.31230164 0.2441855 0.06384150 0.4458416 0.01779268 0.1840866 0.08866463 0.1005060840
[27,] -0.0458269807 -0.31110021 0.2451702 0.06336396 0.4467866 0.01715252 0.1823756 0.08972566 0.0987920295
[28,] -0.0456102438 -0.30971635 0.2462692 0.06286422 0.4478294 0.01651071 0.1805011 0.09086947 0.0969276578
[29,] -0.0455413468 -0.30927630 0.2466116 0.06271564 0.4481517 0.01632618 0.1799247 0.09121615 0.0963566443
[30,] -0.0454715831 -0.30883078 0.2469550 0.06256999 0.4484740 0.01614837 0.1793502 0.09155887 0.0957883582
[31,] -0.0454553601 -0.30872719 0.2470344 0.06253680 0.4485483 0.01610829 0.1792178 0.09163737 0.0956575945
[32,] -0.0453790364 -0.30823998 0.2474056 0.06238399 0.4488950 0.01592603 0.1786018 0.09200065 0.0950492019
[33,] -0.0453735457 -0.30820494 0.2474321 0.06237320 0.4489198 0.01591331 0.1785578 0.09202640 0.0950058596
[34,] -0.0453625487 -0.30813476 0.2474853 0.06235169 0.4489693 0.01588800 0.1784700 0.09207782 0.0949192201
[35,] -0.0449760999 -0.30567401 0.2493057 0.06166308 0.4506505 0.01512354 0.1755147 0.09375865 0.0920072907
[36,] -0.0448934672 -0.30514963 0.2496838 0.06153182 0.4509960 0.01498957 0.1749138 0.09408722 0.0914153670
[37,] -0.0445833885 -0.30318942 0.2510703 0.06108488 0.4522530 0.01457001 0.1727485 0.09522827 0.0892784147
[38,] -0.0445584607 -0.30303240 0.2511796 0.06105193 0.4523514 0.01454168 0.1725803 0.09531388 0.0891120054
[39,] -0.0445146221 -0.30275650 0.2513712 0.06099500 0.4525237 0.01449372 0.1722865 0.09546232 0.0888211793
[40,] -0.0443750540 -0.30188004 0.2519749 0.06082232 0.4530649 0.01435636 0.1713683 0.09591736 0.0879102646
[41,] -0.0443300733 -0.30159823 0.2521676 0.06076937 0.4532369 0.01431694 0.1710778 0.09605848 0.0876213750
[42,] -0.0441671518 -0.30058029 0.2528576 0.06058818 0.4538511 0.01419307 0.1700467 0.09654810 0.0865931052
[43,] -0.0440743514 -0.30000248 0.2532454 0.06049217 0.4541947 0.01413533 0.1694739 0.09681250 0.0860195014
[44,] -0.0440275269 -0.29971151 0.2534397 0.06044566 0.4543665 0.01410959 0.1691887 0.09694207 0.0857332596
[45,] -0.0439330251 -0.29912546 0.2538290 0.06035561 0.4547098 0.01406443 0.1686210 0.09719598 0.0851618361
[46,] -0.0438167352 -0.29840653 0.2543031 0.06025167 0.4551264 0.01402092 0.1679362 0.09749494 0.0844697475
[47,] -0.0437822096 -0.29819356 0.2544428 0.06022223 0.4552489 0.01401050 0.1677358 0.09758091 0.0842665410
[48,] -0.0433635939 -0.29562955 0.2561003 0.05991439 0.4566923 0.01396966 0.1654064 0.09852889 0.0818788946
[49,] -0.0433563188 -0.29558529 0.2561285 0.05990981 0.4567167 0.01397028 0.1653675 0.09854390 0.0818385651
[50,] -0.0426057074 -0.29107641 0.2589462 0.05956420 0.4591304 0.01425156 0.1616176 0.09986016 0.0778596894
[51,] -0.0424946262 -0.29041897 0.2593481 0.05953294 0.4594709 0.01432683 0.1611043 0.10001948 0.0772981611
[52,] -0.0423903651 -0.28980421 0.2597220 0.05950790 0.4597869 0.01440469 0.1606316 0.10016157 0.0767767364
[53,] -0.0423175527 -0.28937622 0.2599813 0.05949284 0.4600056 0.01446310 0.1603066 0.10025665 0.0764157052
[54,] -0.0421291135 -0.28827368 0.2606454 0.05946283 0.4605641 0.01462920 0.1594847 0.10048750 0.0754927094
[55,] -0.0420959931 -0.28808065 0.2607612 0.05945886 0.4606611 0.01466056 0.1593430 0.10052588 0.0753321128
[56,] -0.0420377827 -0.28774196 0.2609638 0.05945282 0.4608310 0.01471722 0.1590959 0.10059178 0.0750510023
[57,] -0.0420294409 -0.28769348 0.2609928 0.05945205 0.4608552 0.01472549 0.1590607 0.10060106 0.0750108368
[58,] -0.0417761537 -0.28622836 0.2618639 0.05943992 0.4615824 0.01499531 0.1580161 0.10086447 0.0738051226
[59,] -0.0412069516 -0.28298412 0.2637671 0.05948750 0.4631549 0.01572375 0.1558299 0.10133625 0.0711884974
[60,] -0.0411709993 -0.28278144 0.2638850 0.05949378 0.4632516 0.01577506 0.1556989 0.10136092 0.0710273186
[61,] -0.0410169928 -0.28191618 0.2643873 0.05952488 0.4636620 0.01600159 0.1551470 0.10146019 0.0703421453
[62,] -0.0409987452 -0.28181398 0.2644466 0.05952901 0.4637103 0.01602914 0.1550826 0.10147128 0.0702615204
[63,] -0.0409804705 -0.28171169 0.2645058 0.05953324 0.4637586 0.01605688 0.1550182 0.10148224 0.0701808922
[64,] -0.0409621684 -0.28160932 0.2645651 0.05953757 0.4638068 0.01608481 0.1549540 0.10149308 0.0701002609
[65,] -0.0408978961 -0.28125035 0.2647728 0.05955350 0.4639757 0.01618407 0.1547301 0.10153004 0.0698180273
[66,] -0.0405336438 -0.27923164 0.2659363 0.05966475 0.4649157 0.01677994 0.1535073 0.10170839 0.0682450055
[67,] -0.0405241657 -0.27917946 0.2659663 0.05966810 0.4649398 0.01679618 0.1534765 0.10171235 0.0682046611
[68,] -0.0405051888 -0.27907505 0.2660263 0.05967490 0.4649880 0.01682880 0.1534150 0.10172018 0.0681239709
[69,] -0.0399426700 -0.27601232 0.2677805 0.05991651 0.4663829 0.01785901 0.1516809 0.10189470 0.0657829622
[70,] -0.0396524760 -0.27445634 0.2686689 0.06007014 0.4670791 0.01843561 0.1508508 0.10194387 0.0646112705
[71,] -0.0396119765 -0.27424047 0.2687920 0.06009307 0.4671750 0.01851839 0.1507383 0.10194866 0.0644495701
[72,] -0.0395204314 -0.27375366 0.2690697 0.06014621 0.4673909 0.01870751 0.1504870 0.10195769 0.0640856563
[73,] -0.0394795571 -0.27353682 0.2691934 0.06017053 0.4674868 0.01879285 0.1503761 0.10196092 0.0639238757
[74,] -0.0394488255 -0.27337400 0.2692863 0.06018904 0.4675587 0.01885737 0.1502932 0.10196303 0.0638025230
[75,] -0.0393149014 -0.27266650 0.2696898 0.06027205 0.4678702 0.01914212 0.1499374 0.10196903 0.0632764810
[76,] -0.0392526761 -0.27233892 0.2698766 0.06031189 0.4680139 0.01927637 0.1497749 0.10197009 0.0630335883
[77,] -0.0390644237 -0.27135227 0.2704393 0.06043723 0.4684448 0.01968986 0.1492942 0.10196678 0.0623044819
[78,] -0.0389057317 -0.27052565 0.2709109 0.06054841 0.4688037 0.02004679 0.1489016 0.10195660 0.0616963612
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[222,] -0.0096760195 -0.16284610 0.3359839 0.11189406 0.5065804 0.12205260 0.1480512 0.06458681 -0.0059374695
[223,] -0.0091484634 -0.16131025 0.3369318 0.11291548 0.5070250 0.12383479 0.1484603 0.06395927 -0.0066139411
[224,] -0.0088829215 -0.16054000 0.3374070 0.11342831 0.5072471 0.12472831 0.1486685 0.06364746 -0.0069469968
[225,] -0.0084556000 -0.15930435 0.3381690 0.11425174 0.5076023 0.12616124 0.1490063 0.06315144 -0.0074725738
[226,] -0.0076461964 -0.15697668 0.3396036 0.11580491 0.5082677 0.12885863 0.1496558 0.06223144 -0.0084334123
[227,] -0.0067159033 -0.15432148 0.3412385 0.11757915 0.5090206 0.13193185 0.1504164 0.06120585 -0.0094829266
[228,] -0.0066607490 -0.15416472 0.3413349 0.11768397 0.5090649 0.13211315 0.1504620 0.06114612 -0.0095433398
[229,] -0.0063565407 -0.15330139 0.3418661 0.11826136 0.5093082 0.13311128 0.1507140 0.06081885 -0.0098729319
[230,] -0.0048419562 -0.14903506 0.3444880 0.12111751 0.5105010 0.13803489 0.1519884 0.05924424 -0.0114225054
[231,] -0.0008690923 -0.13807893 0.3511960 0.12846702 0.5134918 0.15058620 0.1554539 0.05555111 -0.0147780686
[232,] 0.0037501275 -0.12571771 0.3587138 0.13676596 0.5167469 0.16454122 0.1596196 0.05205487 -0.0174515338
[233,] 0.0044240537 -0.12394464 0.3597872 0.13795563 0.5172038 0.16652215 0.1602338 0.05161608 -0.0177371456
[234,] 0.0052012739 -0.12190878 0.3610182 0.13932116 0.5177255 0.16878977 0.1609431 0.05113241 -0.0180353231
[235,] 0.0081494204 -0.11426972 0.3656213 0.14443912 0.5196550 0.17722951 0.1636359 0.04951424 -0.0188724147
[236,] 0.0098861500 -0.10982795 0.3682859 0.14740953 0.5207571 0.18208428 0.1652178 0.04871980 -0.0191516344
[237,] 0.0110633543 -0.10684036 0.3700731 0.14940469 0.5214903 0.18532691 0.1662858 0.04824750 -0.0192520595
[238,] 0.0115526222 -0.10560402 0.3708115 0.15022964 0.5217919 0.18666334 0.1667283 0.04806681 -0.0192728718
[239,] 0.0126100106 -0.10294262 0.3723986 0.15200404 0.5224375 0.18952927 0.1676817 0.04770694 -0.0192761856
[240,] 0.0137155395 -0.10017517 0.3740455 0.15384700 0.5231036 0.19249340 0.1686738 0.04737413 -0.0192191708
[241,] 0.0141470213 -0.09909918 0.3746850 0.15456295 0.5233612 0.19364143 0.1690598 0.04725594 -0.0191802520
[242,] 0.0250269570 -0.07267426 0.3902278 0.17202759 0.5294576 0.22102870 0.1787234 0.04618301 -0.0153459809
[243,] 0.0256297959 -0.07124703 0.3910587 0.17296386 0.5297750 0.22246256 0.1792615 0.04621843 -0.0149911744
[244,] 0.0348521931 -0.04984197 0.4034188 0.18690974 0.5344049 0.24338876 0.1876378 0.04778575 -0.0080794454
n=150 n=220 n=340 n=510 n=760
[1,] 0.0991628583 0.14561794 0.1043698066 0.0978139062 0.06863758
[2,] 0.0695145091 0.13291446 0.0745270700 0.0780318472 0.03994124
[3,] 0.0662920969 0.13154626 0.0711096970 0.0760283447 0.03746303
[4,] 0.0590216636 0.12847216 0.0632081383 0.0713619670 0.03252091
[5,] 0.0540786587 0.12636115 0.0576559552 0.0680441121 0.02966258
[6,] 0.0478245133 0.12365586 0.0503761908 0.0636805818 0.02654825
[7,] 0.0475093188 0.12351845 0.0500015521 0.0634552510 0.02640446
[8,] 0.0434121388 0.12172435 0.0450676403 0.0604652513 0.02463752
[9,] 0.0390165583 0.11978966 0.0396446091 0.0570959461 0.02293304
[10,] 0.0324907836 0.11692144 0.0313165750 0.0516281057 0.02069308
[11,] 0.0308349505 0.11619888 0.0291362323 0.0501210205 0.02016917
[12,] 0.0306469124 0.11611708 0.0288867325 0.0499464064 0.02011077
[13,] 0.0301310367 0.11589298 0.0282002395 0.0494636560 0.01995167
[14,] 0.0290115906 0.11540844 0.0267004335 0.0483970185 0.01961219
[15,] 0.0278540441 0.11491034 0.0251349140 0.0472656632 0.01926938
[16,] 0.0265673910 0.11436082 0.0233771424 0.0459731377 0.01889806
[17,] 0.0239775589 0.11327094 0.0197828083 0.0432563261 0.01818186
[18,] 0.0233470232 0.11300938 0.0188965671 0.0425709266 0.01801407
[19,] 0.0224497858 0.11264006 0.0176280984 0.0415790304 0.01778019
[20,] 0.0157917152 0.11002538 0.0079572199 0.0335827671 0.01626659
[21,] 0.0154872983 0.10991199 0.0075053984 0.0331897820 0.01620887
[22,] 0.0117706474 0.10857449 0.0019428342 0.0281981014 0.01560467
[23,] 0.0089416289 0.10760829 -0.0023314295 0.0241616311 0.01528065
[24,] 0.0082580283 0.10737999 -0.0033665837 0.0231565159 0.01522133
[25,] 0.0060405499 0.10664934 -0.0067255271 0.0198224782 0.01508112
[26,] 0.0044240789 0.10612358 -0.0091746034 0.0173240231 0.01503054
[27,] 0.0028137578 0.10560205 -0.0116187773 0.0147740507 0.01502503
[28,] 0.0010446352 0.10502822 -0.0143142128 0.0118954953 0.01507181
[29,] 0.0004998223 0.10485081 -0.0151470261 0.0109916916 0.01509773
[30,] -0.0000435403 0.10467339 -0.0159790026 0.0100819319 0.01512915
[31,] -0.0001687178 0.10463243 -0.0161708701 0.0098711514 0.01513718
[32,] -0.0007517779 0.10444122 -0.0170655746 0.0088834280 0.01517863
[33,] -0.0007933541 0.10442755 -0.0171294370 0.0088126234 0.01518184
[34,] -0.0008764775 0.10440022 -0.0172571427 0.0086709148 0.01518836
[35,] -0.0036777615 0.10346629 -0.0215807968 0.0037799325 0.01549001
[36,] -0.0042479369 0.10327239 -0.0224657215 0.0027570475 0.01557120
[37,] -0.0063035431 0.10255902 -0.0256699376 -0.0010066963 0.01591781
[38,] -0.0064632560 0.10250252 -0.0259196847 -0.0013040230 0.01594816
[39,] -0.0067421975 0.10240345 -0.0263560975 -0.0018249734 0.01600231
[40,] -0.0076141421 0.10209020 -0.0277217330 -0.0034669364 0.01618076
[41,] -0.0078900328 0.10198988 -0.0281541521 -0.0039906917 0.01624007
[42,] -0.0088690156 0.10162868 -0.0296889941 -0.0058653554 0.01646153
[43,] -0.0094127749 0.10142421 -0.0305412985 -0.0069173534 0.01659186
[44,] -0.0096834120 0.10132132 -0.0309653176 -0.0074437745 0.01665864
[45,] -0.0102221428 0.10111415 -0.0318087968 -0.0084972078 0.01679526
[46,] -0.0108716417 0.10085983 -0.0328242785 -0.0097769434 0.01696628
[47,] -0.0110616712 0.10078441 -0.0331210127 -0.0101533569 0.01701756
[48,] -0.0132675258 0.09986981 -0.0365492550 -0.0145882222 0.01764840
[49,] -0.0133043099 0.09985388 -0.0366061206 -0.0146631851 0.01765943
[50,] -0.0168415059 0.09818999 -0.0420022234 -0.0220120621 0.01877915
[51,] -0.0173248665 0.09793857 -0.0427245867 -0.0230352802 0.01893932
[52,] -0.0177699242 0.09770097 -0.0433855955 -0.0239807681 0.01908798
[53,] -0.0180759041 0.09753410 -0.0438376155 -0.0246325409 0.01919079
[54,] -0.0188498761 0.09709870 -0.0449715080 -0.0262869718 0.01945279
[55,] -0.0189833004 0.09702166 -0.0451655350 -0.0265729577 0.01949821
[56,] -0.0192159410 0.09688590 -0.0455027887 -0.0270721267 0.01957755
[57,] -0.0192490865 0.09686640 -0.0455507284 -0.0271432985 0.01958887
[58,] -0.0202329492 0.09627035 -0.0469606442 -0.0292615256 0.01992615
[59,] -0.0222922510 0.09491145 -0.0498202699 -0.0337239679 0.02063302
[60,] -0.0224156176 0.09482519 -0.0499871622 -0.0339922252 0.02067502
[61,] -0.0229354409 0.09445565 -0.0506843713 -0.0351233402 0.02085111
[62,] -0.0229961152 0.09441188 -0.0507651025 -0.0352554351 0.02087156
[63,] -0.0230566875 0.09436805 -0.0508455600 -0.0353873202 0.02089195
[64,] -0.0231171575 0.09432416 -0.0509257434 -0.0355189942 0.02091228
[65,] -0.0233279936 0.09417009 -0.0512042212 -0.0359781732 0.02098295
[66,] -0.0244792308 0.09330059 -0.0526933524 -0.0384861916 0.02136216
[67,] -0.0245082190 0.09327808 -0.0527301268 -0.0385493228 0.02137154
[68,] -0.0245661146 0.09323303 -0.0528034624 -0.0386754013 0.02139024
[69,] -0.0261972930 0.09191371 -0.0548062074 -0.0422193455 0.02189916
[70,] -0.0269772150 0.09124840 -0.0557177857 -0.0439051774 0.02212669
[71,] -0.0270828700 0.09115654 -0.0558388370 -0.0441329813 0.02215649
[72,] -0.0273188694 0.09094985 -0.0561070576 -0.0446412901 0.02222206
[73,] -0.0274229876 0.09085800 -0.0562244256 -0.0448653110 0.02225053
[74,] -0.0275007636 0.09078913 -0.0563117085 -0.0450325597 0.02227161
[75,] -0.0278346774 0.09049086 -0.0566825794 -0.0457496821 0.02236020
[76,] -0.0279870725 0.09035335 -0.0568497227 -0.0460764690 0.02239953
[77,] -0.0284376719 0.08994154 -0.0573359094 -0.0470408448 0.02251142
[78,] -0.0288055375 0.08959943 -0.0577236233 -0.0478260581 0.02259739
[79,] -0.0289024502 0.08950839 -0.0578243393 -0.0480326012 0.02261916
[80,] -0.0291186649 0.08930388 -0.0580468376 -0.0484929200 0.02266632
[81,] -0.0291901681 0.08923581 -0.0581197389 -0.0486450013 0.02268147
[82,] -0.0298436697 0.08860340 -0.0587695218 -0.0500314673 0.02280869
[83,] -0.0298665417 0.08858092 -0.0587916985 -0.0500798775 0.02281274
[84,] -0.0300257343 0.08842377 -0.0589449322 -0.0504166056 0.02284017
[85,] -0.0302503713 0.08819999 -0.0591577348 -0.0508911358 0.02287637
[86,] -0.0302726542 0.08817766 -0.0591786188 -0.0509381673 0.02287980
[87,] -0.0303393047 0.08811072 -0.0592408373 -0.0510788019 0.02288986
[88,] -0.0310736997 0.08735818 -0.0599001920 -0.0526243750 0.02298121
[89,] -0.0313029361 0.08711733 -0.0600953265 -0.0531053842 0.02300170
[90,] -0.0313441707 0.08707369 -0.0601298416 -0.0531918393 0.02300494
[91,] -0.0313852679 0.08703010 -0.0601640592 -0.0532779863 0.02300803
[92,] -0.0314057650 0.08700832 -0.0601810563 -0.0533209442 0.02300952
[93,] -0.0314874085 0.08692133 -0.0602482996 -0.0534920052 0.02301511
[94,] -0.0321398369 0.08621146 -0.0607572213 -0.0548561308 0.02303826
[95,] -0.0322354222 0.08610520 -0.0608271414 -0.0550554666 0.02303819
[96,] -0.0323490032 0.08597816 -0.0609085273 -0.0552921048 0.02303685
[97,] -0.0328092259 0.08545469 -0.0612178682 -0.0562478296 0.02301663
[98,] -0.0329521082 0.08528927 -0.0613066437 -0.0565432943 0.02300515
[99,] -0.0331798144 0.08502272 -0.0614402526 -0.0570126348 0.02298131
[100,] -0.0333172098 0.08486014 -0.0615158839 -0.0572947932 0.02296345
[101,] -0.0334860545 0.08465850 -0.0616033232 -0.0576403187 0.02293773
[102,] -0.0335360837 0.08459836 -0.0616280108 -0.0577424193 0.02292929
[103,] -0.0335692771 0.08455836 -0.0616440722 -0.0578100869 0.02292348
[104,] -0.0337170770 0.08437928 -0.0617124082 -0.0581106337 0.02289551
[105,] -0.0337819447 0.08430018 -0.0617407045 -0.0582421303 0.02288213
[106,] -0.0339101739 0.08414291 -0.0617934517 -0.0585012806 0.02285365
[107,] -0.0339735392 0.08406475 -0.0618178971 -0.0586289331 0.02283855
[108,] -0.0341142965 0.08389004 -0.0618681885 -0.0589114607 0.02280252
[109,] -0.0343433578 0.08360255 -0.0619374992 -0.0593678916 0.02273620
[110,] -0.0344922636 0.08341352 -0.0619736553 -0.0596621316 0.02268771
[111,] -0.0346092216 0.08326386 -0.0619968222 -0.0598917287 0.02264650
[112,] -0.0346813496 0.08317104 -0.0620087128 -0.0600326088 0.02261966
[113,] -0.0349899310 0.08276938 -0.0620375108 -0.0606285218 0.02249196
[114,] -0.0352972448 0.08236170 -0.0620268041 -0.0612096914 0.02234230
[115,] -0.0354513377 0.08215418 -0.0620046859 -0.0614958974 0.02225790
[116,] -0.0355516756 0.08201787 -0.0619836500 -0.0616802100 0.02219929
[117,] -0.0356500947 0.08188321 -0.0619575856 -0.0618593241 0.02213883
[118,] -0.0357465898 0.08175021 -0.0619264966 -0.0620332353 0.02207656
[119,] -0.0357941143 0.08168433 -0.0619090721 -0.0621182384 0.02204475
[120,] -0.0358059199 0.08166793 -0.0619045207 -0.0621392857 0.02203673
[121,] -0.0359680187 0.08144100 -0.0618326314 -0.0624253958 0.02192156
[122,] -0.0360579682 0.08131363 -0.0617847388 -0.0625817139 0.02185340
[123,] -0.0363778120 0.08085100 -0.0615615066 -0.0631213497 0.02158321
[124,] -0.0365949752 0.08052691 -0.0613546062 -0.0634700373 0.02137133
[125,] -0.0366044997 0.08051249 -0.0613443460 -0.0634849302 0.02136145
[126,] -0.0366422973 0.08045506 -0.0613025687 -0.0635436666 0.02132168
[127,] -0.0366980941 0.08036972 -0.0612377021 -0.0636292623 0.02126141
[128,] -0.0368152964 0.08018814 -0.0610881786 -0.0638043667 0.02112832
[129,] -0.0368676922 0.08010588 -0.0610150633 -0.0638803936 0.02106579
[130,] -0.0368763208 0.08009226 -0.0610026274 -0.0638927700 0.02105531
[131,] -0.0369274703 0.08001113 -0.0609265190 -0.0639652575 0.02099201
[132,] -0.0369358916 0.07999770 -0.0609135863 -0.0639770434 0.02098139
[133,] -0.0370184794 0.07986493 -0.0607803879 -0.0640902523 0.02087432
[134,] -0.0370506890 0.07981259 -0.0607251495 -0.0641331651 0.02083102
[135,] -0.0370824282 0.07976068 -0.0606687998 -0.0641747207 0.02078746
[136,] -0.0371521251 0.07964548 -0.0605379741 -0.0642632499 0.02068855
[137,] -0.0371597229 0.07963282 -0.0605230942 -0.0642726610 0.02067749
[138,] -0.0371972730 0.07956992 -0.0604476687 -0.0643184384 0.02062194
[139,] -0.0372194529 0.07953251 -0.0604015948 -0.0643448812 0.02058845
[140,] -0.0372701865 0.07944618 -0.0602917086 -0.0644035911 0.02050981
[141,] -0.0373264244 0.07934918 -0.0601620509 -0.0644655481 0.02041915
[142,] -0.0373401939 0.07932520 -0.0601289587 -0.0644801781 0.02039636
[143,] -0.0374525703 0.07912583 -0.0598367559 -0.0645905936 0.02020081
[144,] -0.0375683399 0.07891224 -0.0594871380 -0.0646842877 0.01997877
[145,] -0.0376083922 0.07883596 -0.0593522265 -0.0647108432 0.01989620
[146,] -0.0376895316 0.07867682 -0.0590521047 -0.0647532091 0.01971824
[147,] -0.0377100929 0.07863536 -0.0589695393 -0.0647611438 0.01967061
[148,] -0.0377302020 0.07859431 -0.0588859098 -0.0647676571 0.01962292
[149,] -0.0377784995 0.07849344 -0.0586721886 -0.0647777034 0.01950353
[150,] -0.0378061253 0.07843412 -0.0585407752 -0.0647794440 0.01943184
[151,] -0.0378370753 0.07836603 -0.0583844514 -0.0647774141 0.01934822
[152,] -0.0378829306 0.07826144 -0.0581322696 -0.0647654062 0.01921700
[153,] -0.0379970737 0.07797367 -0.0573534907 -0.0646695696 0.01883860
[154,] -0.0380380370 0.07785568 -0.0569917574 -0.0645994724 0.01867548
[155,] -0.0380434445 0.07783923 -0.0569390418 -0.0645880814 0.01865233
[156,] -0.0380804675 0.07771914 -0.0565354203 -0.0644918054 0.01848015
[157,] -0.0380849335 0.07770358 -0.0564805073 -0.0644775337 0.01845740
[158,] -0.0380976682 0.07765751 -0.0563142283 -0.0644327109 0.01838947
[159,] -0.0381329489 0.07751096 -0.0557433971 -0.0642617963 0.01816679
[160,] -0.0381358717 0.07749690 -0.0556849219 -0.0642429056 0.01814487
[161,] -0.0381511026 0.07741493 -0.0553288006 -0.0641227871 0.01801481
[162,] -0.0381623887 0.07733703 -0.0549637044 -0.0639911854 0.01788738
[163,] -0.0381631515 0.07733073 -0.0549328771 -0.0639797070 0.01787689
[164,] -0.0381645951 0.07731820 -0.0548710376 -0.0639565161 0.01785596
[165,] -0.0381682708 0.07728134 -0.0546840419 -0.0638850816 0.01779365
[166,] -0.0381731711 0.07719380 -0.0542069338 -0.0636944530 0.01764111
[167,] -0.0381716840 0.07710789 -0.0536830835 -0.0634725753 0.01748370
[168,] -0.0381698066 0.07708265 -0.0535162621 -0.0633993916 0.01743567
[169,] -0.0381617952 0.07702066 -0.0530756691 -0.0632007032 0.01731353
[170,] -0.0381565790 0.07699385 -0.0528690092 -0.0631049583 0.01725854
[171,] -0.0381420046 0.07693972 -0.0524141670 -0.0628889074 0.01714253
[172,] -0.0381393664 0.07693188 -0.0523433381 -0.0628546362 0.01712508
[173,] -0.0381108971 0.07686723 -0.0516957165 -0.0625340326 0.01697306
[174,] -0.0380807151 0.07682163 -0.0511421535 -0.0622504417 0.01685365
[175,] -0.0379587710 0.07673288 -0.0494467082 -0.0613355927 0.01654520
[176,] -0.0379417964 0.07672716 -0.0492473719 -0.0612240743 0.01651432
[177,] -0.0379313091 0.07672416 -0.0491271238 -0.0611564484 0.01649622
[178,] -0.0378676148 0.07671335 -0.0484366103 -0.0607632848 0.01639963
[179,] -0.0377789949 0.07671458 -0.0475623392 -0.0602549443 0.01629458
[180,] -0.0377654449 0.07671607 -0.0474355262 -0.0601803408 0.01628088
[181,] -0.0377282304 0.07672167 -0.0470950225 -0.0599790329 0.01624592
[182,] -0.0376644171 0.07673574 -0.0465344806 -0.0596447073 0.01619412
[183,] -0.0376593378 0.07673708 -0.0464909926 -0.0596186272 0.01619039
[184,] -0.0376178301 0.07674910 -0.0461411943 -0.0594081563 0.01616190
[185,] -0.0373557068 0.07686006 -0.0441112696 -0.0581665248 0.01604631
[186,] -0.0373365210 0.07687007 -0.0439722067 -0.0580804377 0.01604134
[187,] -0.0372032214 0.07694510 -0.0430332971 -0.0574966075 0.01601711
[188,] -0.0371115813 0.07700160 -0.0424120319 -0.0571081962 0.01600975
[189,] -0.0370606193 0.07703454 -0.0420739422 -0.0568962585 0.01600855
[190,] -0.0369321752 0.07712188 -0.0412425377 -0.0563737213 0.01601379
[191,] -0.0368773717 0.07716086 -0.0408959589 -0.0561554179 0.01601932
[192,] -0.0367726523 0.07723789 -0.0402457902 -0.0557452694 0.01603484
[193,] -0.0367562037 0.07725028 -0.0401450138 -0.0556816333 0.01603784
[194,] -0.0367063197 0.07728829 -0.0398414878 -0.0554898807 0.01604781
[195,] -0.0365780935 0.07738889 -0.0390748486 -0.0550050595 0.01607916
[196,] -0.0363902105 0.07754290 -0.0379829735 -0.0543136948 0.01613858
[197,] -0.0363160918 0.07760556 -0.0375613854 -0.0540465880 0.01616598
[198,] -0.0363067289 0.07761354 -0.0375084701 -0.0540130587 0.01616959
[199,] -0.0359856333 0.07789594 -0.0357355303 -0.0528894764 0.01631088
[200,] -0.0357586539 0.07810421 -0.0345251312 -0.0521223017 0.01642765
[201,] -0.0354662143 0.07838110 -0.0330090986 -0.0511617385 0.01659391
[202,] -0.0350291777 0.07880943 -0.0308194733 -0.0497763687 0.01686935
[203,] -0.0348970623 0.07894164 -0.0301736296 -0.0493684324 0.01695787
[204,] -0.0348727614 0.07896607 -0.0300556310 -0.0492939417 0.01697438
[205,] -0.0347251117 0.07911513 -0.0293439613 -0.0488449684 0.01707599
[206,] -0.0343024460 0.07954672 -0.0273547068 -0.0475924150 0.01737756
[207,] -0.0342096396 0.07964228 -0.0269267520 -0.0473233010 0.01744558
[208,] -0.0339245922 0.07993721 -0.0256304841 -0.0465087392 0.01765792
[209,] -0.0336009720 0.08027413 -0.0241896719 -0.0456041719 0.01790443
[210,] -0.0335866302 0.08028910 -0.0241265331 -0.0455645481 0.01791548
[211,] -0.0334273766 0.08045556 -0.0234293084 -0.0451270649 0.01803883
[212,] -0.0333981270 0.08048617 -0.0233020106 -0.0450472032 0.01806162
[213,] -0.0332950421 0.08059412 -0.0228551913 -0.0447669130 0.01814226
[214,] -0.0332802256 0.08060965 -0.0227911982 -0.0447267732 0.01815389
[215,] -0.0330552921 0.08084565 -0.0218264762 -0.0441217288 0.01833178
[216,] -0.0329944637 0.08090955 -0.0215676965 -0.0439594506 0.01838031
[217,] -0.0315000317 0.08248042 -0.0154439592 -0.0401190882 0.01963128
[218,] -0.0314310245 0.08255274 -0.0151704340 -0.0399475394 0.01969168
[219,] -0.0306869637 0.08333040 -0.0122639703 -0.0381253453 0.02035603
[220,] -0.0303943249 0.08363511 -0.0111409098 -0.0374216774 0.02062362
[221,] -0.0299082512 0.08413966 -0.0092983157 -0.0362679775 0.02107561
[222,] -0.0298892991 0.08415929 -0.0092270222 -0.0362233643 0.02109342
[223,] -0.0295063171 0.08455531 -0.0077947393 -0.0353275553 0.02145643
[224,] -0.0293120405 0.08475568 -0.0070741058 -0.0348771898 0.02164277
[225,] -0.0289973927 0.08507950 -0.0059150426 -0.0341532667 0.02194767
[226,] -0.0283950366 0.08569725 -0.0037224489 -0.0327849201 0.02254172
[227,] -0.0276933492 0.08641398 -0.0012086169 -0.0312169766 0.02325054
[228,] -0.0276514585 0.08645669 -0.0010598326 -0.0311241782 0.02329342
[229,] -0.0274198582 0.08669266 -0.0002397705 -0.0306126421 0.02353167
[230,] -0.0262541301 0.08787747 0.0038267266 -0.0280723706 0.02475789
[231,] -0.0231187049 0.09105275 0.0143179213 -0.0214466587 0.02820795
[232,] -0.0193572288 0.09483707 0.0260701252 -0.0137738804 0.03242121
[233,] -0.0187996651 0.09539534 0.0277380894 -0.0126515550 0.03303538
[234,] -0.0181545867 0.09604068 0.0296463934 -0.0113549714 0.03374044
[235,] -0.0156927756 0.09850075 0.0367423498 -0.0063997802 0.03637546
[236,] -0.0142356186 0.09995712 0.0408202253 -0.0034462690 0.03789807
[237,] -0.0132464964 0.10094712 0.0435419695 -0.0014291737 0.03891965
[238,] -0.0128352379 0.10135927 0.0446634342 -0.0005871038 0.03934233
[239,] -0.0119463809 0.10225171 0.0470681990 0.0012405951 0.04025391
[240,] -0.0110173211 0.10318789 0.0495556722 0.0031634714 0.04120687
[241,] -0.0106548845 0.10355428 0.0505193193 0.0039174033 0.04157927
[242,] -0.0015695885 0.11292263 0.0735432578 0.0236150962 0.05122852
[243,] -0.0010691360 0.11344422 0.0747455235 0.0247411096 0.05178425
[244,] 0.0065419982 0.12129804 0.0921095927 0.0419337732 0.06061136
> str(pSqT <- vapply(SmPen001TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT
num [1:244, 1:14] -0.0495 -0.0492 -0.0492 -0.0491 -0.049 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.0494517758 -0.29922354 0.2189297 0.10759768 0.3994548 0.10136760 0.2585125 0.05143858 0.1875491944
[2,] -0.0492126409 -0.31722215 0.2200630 0.09211100 0.4118014 0.07070302 0.2426878 0.05563782 0.1701855874
[3,] -0.0491703076 -0.31862137 0.2205001 0.09052098 0.4132561 0.06747584 0.2406025 0.05647916 0.1676419019
[4,] -0.0490541289 -0.32130194 0.2217493 0.08700215 0.4166133 0.06032117 0.2356067 0.05864856 0.1613563044
[5,] -0.0489552678 -0.32272130 0.2228111 0.08466188 0.4189545 0.05557126 0.2319685 0.06034945 0.1566757567
[6,] -0.0488012736 -0.32400861 0.2244106 0.08175428 0.4219878 0.04970991 0.2270664 0.06278541 0.1503142204
[7,] -0.0487925308 -0.32405755 0.2244990 0.08160916 0.4221430 0.04941920 0.2268101 0.06291707 0.1499813759
[8,] -0.0486691224 -0.32454588 0.2257188 0.07973364 0.4241826 0.04568410 0.2233928 0.06471117 0.1455562709
[9,] -0.0485142810 -0.32474687 0.2271775 0.07774211 0.4264213 0.04177492 0.2195439 0.06681536 0.1406235704
[10,] -0.0482330358 -0.32436589 0.2296444 0.07482044 0.4298539 0.03619054 0.2134717 0.07030741 0.1330194514
[11,] -0.0481503678 -0.32413143 0.2303301 0.07408687 0.4307474 0.03482222 0.2118631 0.07126303 0.1310516375
[12,] -0.0481406653 -0.32410116 0.2304095 0.07400385 0.4308494 0.03466827 0.2116788 0.07137323 0.1308275785
[13,] -0.0481137101 -0.32401424 0.2306289 0.07377642 0.4311299 0.03424752 0.2111714 0.07167727 0.1302124054
[14,] -0.0480534939 -0.32380607 0.2311131 0.07328469 0.4317415 0.03334278 0.2100622 0.07234552 0.1288756709
[15,] -0.0479886874 -0.32356243 0.2316253 0.07277914 0.4323779 0.03241985 0.2089036 0.07304828 0.1274921580
[16,] -0.0479135323 -0.32325740 0.2322083 0.07222115 0.4330899 0.03141001 0.2076029 0.07384275 0.1259546198
[17,] -0.0477519057 -0.32253309 0.2334243 0.07111287 0.4345369 0.02943323 0.2049466 0.07548105 0.1228649824
[18,] -0.0477103934 -0.32233426 0.2337289 0.07084647 0.4348917 0.02896410 0.2042929 0.07588715 0.1221145102
[19,] -0.0476498217 -0.32203609 0.2341678 0.07046996 0.4353983 0.02830527 0.2033583 0.07646947 0.1210482116
[20,] -0.0471422231 -0.31926211 0.2376205 0.06778837 0.4392098 0.02377147 0.1962982 0.08091996 0.1132232931
[21,] -0.0471164513 -0.31911170 0.2377861 0.06767123 0.4393859 0.02358056 0.1959715 0.08112742 0.1128704285
[22,] -0.0467827609 -0.31711162 0.2398581 0.06628684 0.4415455 0.02137835 0.1919706 0.08367273 0.1086088154
[23,] -0.0465045624 -0.31539050 0.2414916 0.06529551 0.4431976 0.01987121 0.1889224 0.08561234 0.1054323118
[24,] -0.0464341313 -0.31494956 0.2418929 0.06506490 0.4435975 0.01953022 0.1881872 0.08607937 0.1046747896
[25,] -0.0461969652 -0.31345397 0.2432104 0.06434249 0.4448951 0.01848864 0.1858103 0.08758349 0.1022471390
[26,] -0.0460154974 -0.31230164 0.2441855 0.06384150 0.4458416 0.01779268 0.1840866 0.08866463 0.1005060840
[27,] -0.0458269807 -0.31110021 0.2451702 0.06336396 0.4467866 0.01715252 0.1823756 0.08972566 0.0987920295
[28,] -0.0456102438 -0.30971635 0.2462692 0.06286422 0.4478294 0.01651071 0.1805011 0.09086947 0.0969276578
[29,] -0.0455413468 -0.30927630 0.2466116 0.06271564 0.4481517 0.01632618 0.1799247 0.09121615 0.0963566443
[30,] -0.0454715831 -0.30883078 0.2469550 0.06256999 0.4484740 0.01614837 0.1793502 0.09155887 0.0957883582
[31,] -0.0454553601 -0.30872719 0.2470344 0.06253680 0.4485483 0.01610829 0.1792178 0.09163737 0.0956575945
[32,] -0.0453790364 -0.30823998 0.2474056 0.06238399 0.4488950 0.01592603 0.1786018 0.09200065 0.0950492019
[33,] -0.0453735457 -0.30820494 0.2474321 0.06237320 0.4489198 0.01591331 0.1785578 0.09202640 0.0950058596
[34,] -0.0453625487 -0.30813476 0.2474853 0.06235169 0.4489693 0.01588800 0.1784700 0.09207782 0.0949192201
[35,] -0.0449760999 -0.30567401 0.2493057 0.06166308 0.4506505 0.01512354 0.1755147 0.09375865 0.0920072907
[36,] -0.0448934672 -0.30514963 0.2496838 0.06153182 0.4509960 0.01498957 0.1749138 0.09408722 0.0914153670
[37,] -0.0445833885 -0.30318942 0.2510703 0.06108488 0.4522530 0.01457001 0.1727485 0.09522827 0.0892784147
[38,] -0.0445584607 -0.30303240 0.2511796 0.06105193 0.4523514 0.01454168 0.1725803 0.09531388 0.0891120054
[39,] -0.0445146221 -0.30275650 0.2513712 0.06099500 0.4525237 0.01449372 0.1722865 0.09546232 0.0888211793
[40,] -0.0443750540 -0.30188004 0.2519749 0.06082232 0.4530649 0.01435636 0.1713683 0.09591736 0.0879102646
[41,] -0.0443300733 -0.30159823 0.2521676 0.06076937 0.4532369 0.01431694 0.1710778 0.09605848 0.0876213750
[42,] -0.0441671518 -0.30058029 0.2528576 0.06058818 0.4538511 0.01419307 0.1700467 0.09654810 0.0865931052
[43,] -0.0440743514 -0.30000248 0.2532454 0.06049217 0.4541947 0.01413533 0.1694739 0.09681250 0.0860195014
[44,] -0.0440275269 -0.29971151 0.2534397 0.06044566 0.4543665 0.01410959 0.1691887 0.09694207 0.0857332596
[45,] -0.0439330251 -0.29912546 0.2538290 0.06035561 0.4547098 0.01406443 0.1686210 0.09719598 0.0851618361
[46,] -0.0438167352 -0.29840653 0.2543031 0.06025167 0.4551264 0.01402092 0.1679362 0.09749494 0.0844697475
[47,] -0.0437822096 -0.29819356 0.2544428 0.06022223 0.4552489 0.01401050 0.1677358 0.09758091 0.0842665410
[48,] -0.0433635939 -0.29562955 0.2561003 0.05991439 0.4566923 0.01396966 0.1654064 0.09852889 0.0818788946
[49,] -0.0433563188 -0.29558529 0.2561285 0.05990981 0.4567167 0.01397028 0.1653675 0.09854390 0.0818385651
[50,] -0.0426057074 -0.29107641 0.2589462 0.05956420 0.4591304 0.01425156 0.1616176 0.09986016 0.0778596894
[51,] -0.0424946262 -0.29041897 0.2593481 0.05953294 0.4594709 0.01432683 0.1611043 0.10001948 0.0772981611
[52,] -0.0423903651 -0.28980421 0.2597220 0.05950790 0.4597869 0.01440469 0.1606316 0.10016157 0.0767767364
[53,] -0.0423175527 -0.28937622 0.2599813 0.05949284 0.4600056 0.01446310 0.1603066 0.10025665 0.0764157052
[54,] -0.0421291135 -0.28827368 0.2606454 0.05946283 0.4605641 0.01462920 0.1594847 0.10048750 0.0754927094
[55,] -0.0420959931 -0.28808065 0.2607612 0.05945886 0.4606611 0.01466056 0.1593430 0.10052588 0.0753321128
[56,] -0.0420377827 -0.28774196 0.2609638 0.05945282 0.4608310 0.01471722 0.1590959 0.10059178 0.0750510023
[57,] -0.0420294409 -0.28769348 0.2609928 0.05945205 0.4608552 0.01472549 0.1590607 0.10060106 0.0750108368
[58,] -0.0417761537 -0.28622836 0.2618639 0.05943992 0.4615824 0.01499531 0.1580161 0.10086447 0.0738051226
[59,] -0.0412069516 -0.28298412 0.2637671 0.05948750 0.4631549 0.01572375 0.1558299 0.10133625 0.0711884974
[60,] -0.0411709993 -0.28278144 0.2638850 0.05949378 0.4632516 0.01577506 0.1556989 0.10136092 0.0710273186
[61,] -0.0410169928 -0.28191618 0.2643873 0.05952488 0.4636620 0.01600159 0.1551470 0.10146019 0.0703421453
[62,] -0.0409987452 -0.28181398 0.2644466 0.05952901 0.4637103 0.01602914 0.1550826 0.10147128 0.0702615204
[63,] -0.0409804705 -0.28171169 0.2645058 0.05953324 0.4637586 0.01605688 0.1550182 0.10148224 0.0701808922
[64,] -0.0409621684 -0.28160932 0.2645651 0.05953757 0.4638068 0.01608481 0.1549540 0.10149308 0.0701002609
[65,] -0.0408978961 -0.28125035 0.2647728 0.05955350 0.4639757 0.01618407 0.1547301 0.10153004 0.0698180273
[66,] -0.0405336438 -0.27923164 0.2659363 0.05966475 0.4649157 0.01677994 0.1535073 0.10170839 0.0682450055
[67,] -0.0405241657 -0.27917946 0.2659663 0.05966810 0.4649398 0.01679618 0.1534765 0.10171235 0.0682046611
[68,] -0.0405051888 -0.27907505 0.2660263 0.05967490 0.4649880 0.01682880 0.1534150 0.10172018 0.0681239709
[69,] -0.0399426700 -0.27601232 0.2677805 0.05991651 0.4663829 0.01785901 0.1516809 0.10189470 0.0657829622
[70,] -0.0396524760 -0.27445634 0.2686689 0.06007014 0.4670791 0.01843561 0.1508508 0.10194387 0.0646112705
[71,] -0.0396119765 -0.27424047 0.2687920 0.06009307 0.4671750 0.01851839 0.1507383 0.10194866 0.0644495701
[72,] -0.0395204314 -0.27375366 0.2690697 0.06014621 0.4673909 0.01870751 0.1504870 0.10195769 0.0640856563
[73,] -0.0394795571 -0.27353682 0.2691934 0.06017053 0.4674868 0.01879285 0.1503761 0.10196092 0.0639238757
[74,] -0.0394488255 -0.27337400 0.2692863 0.06018904 0.4675587 0.01885737 0.1502932 0.10196303 0.0638025230
[75,] -0.0393149014 -0.27266650 0.2696898 0.06027205 0.4678702 0.01914212 0.1499374 0.10196903 0.0632764810
[76,] -0.0392526761 -0.27233892 0.2698766 0.06031189 0.4680139 0.01927637 0.1497749 0.10197009 0.0630335883
[77,] -0.0390644237 -0.27135227 0.2704393 0.06043723 0.4684448 0.01968986 0.1492942 0.10196678 0.0623044819
[78,] -0.0389057317 -0.27052565 0.2709109 0.06054841 0.4688037 0.02004679 0.1489016 0.10195660 0.0616963612
[79,] -0.0388631339 -0.27030455 0.2710371 0.06057909 0.4688994 0.02014387 0.1487981 0.10195274 0.0615341080
[80,] -0.0387668565 -0.26980604 0.2713217 0.06064972 0.4691145 0.02036524 0.1485671 0.10194231 0.0611688964
[81,] -0.0387346308 -0.26963956 0.2714167 0.06067376 0.4691862 0.02043993 0.1484906 0.10193829 0.0610471144
[82,] -0.0384306280 -0.26807829 0.2723085 0.06091011 0.4698550 0.02115895 0.1477916 0.10188765 0.0599093254
[83,] -0.0384196624 -0.26802228 0.2723405 0.06091895 0.4698789 0.02118536 0.1477671 0.10188540 0.0598686495
[84,] -0.0383426937 -0.26762977 0.2725648 0.06098163 0.4700460 0.02137166 0.1475966 0.10186882 0.0595838353
[85,] -0.0382320994 -0.26706763 0.2728863 0.06107355 0.4702845 0.02164212 0.1473558 0.10184255 0.0591767003
[86,] -0.0382209985 -0.26701132 0.2729185 0.06108290 0.4703084 0.02166945 0.1473319 0.10183975 0.0591359698
[87,] -0.0381876507 -0.26684231 0.2730151 0.06111110 0.4703799 0.02175173 0.1472604 0.10183119 0.0590137590
[88,] -0.0378049419 -0.26491659 0.2741174 0.06144852 0.4711902 0.02271634 0.1464711 0.10171489 0.0576266108
[89,] -0.0376792383 -0.26428961 0.2744767 0.06156471 0.4714521 0.02304110 0.1462240 0.10166967 0.0571769558
[90,] -0.0376562835 -0.26417541 0.2745422 0.06158621 0.4714997 0.02310082 0.1461795 0.10166105 0.0570951533
[91,] -0.0376332980 -0.26406115 0.2746077 0.06160783 0.4715473 0.02316074 0.1461352 0.10165231 0.0570133364
[92,] -0.0376217937 -0.26400399 0.2746405 0.06161867 0.4715711 0.02319078 0.1461130 0.10164789 0.0569724225
[93,] -0.0375756997 -0.26377522 0.2747716 0.06166236 0.4716663 0.02331144 0.1460249 0.10162991 0.0568087313
[94,] -0.0371907117 -0.26187848 0.2758604 0.06204036 0.4724509 0.02433849 0.1453184 0.10146271 0.0554561252
[95,] -0.0371316433 -0.26158967 0.2760264 0.06210038 0.4725696 0.02449903 0.1452146 0.10143443 0.0552508555
[96,] -0.0370605040 -0.26124260 0.2762259 0.06217338 0.4727121 0.02469339 0.1450912 0.10139947 0.0550044196
[97,] -0.0367610570 -0.25979082 0.2770614 0.06248889 0.4733055 0.02552346 0.1445905 0.10124173 0.0539763047
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[237,] 0.0110633543 -0.10684036 0.3700731 0.14940469 0.5214903 0.18532691 0.1662858 0.04824750 -0.0192520595
[238,] 0.0115526222 -0.10560402 0.3708115 0.15022964 0.5217919 0.18666334 0.1667283 0.04806681 -0.0192728718
[239,] 0.0126100106 -0.10294262 0.3723986 0.15200404 0.5224375 0.18952927 0.1676817 0.04770694 -0.0192761856
[240,] 0.0137155395 -0.10017517 0.3740455 0.15384700 0.5231036 0.19249340 0.1686738 0.04737413 -0.0192191708
[241,] 0.0141470213 -0.09909918 0.3746850 0.15456295 0.5233612 0.19364143 0.1690598 0.04725594 -0.0191802520
[242,] 0.0250269570 -0.07267426 0.3902278 0.17202759 0.5294576 0.22102870 0.1787234 0.04618301 -0.0153459809
[243,] 0.0256297959 -0.07124703 0.3910587 0.17296386 0.5297750 0.22246256 0.1792615 0.04621843 -0.0149911744
[244,] 0.0348521931 -0.04984197 0.4034188 0.18690974 0.5344049 0.24338876 0.1876378 0.04778575 -0.0080794454
n=150 n=220 n=340 n=510 n=760
[1,] 0.0991628583 0.14561794 0.1043698066 0.0978139062 0.06863758
[2,] 0.0695145091 0.13291446 0.0745270700 0.0780318472 0.03994124
[3,] 0.0662920969 0.13154626 0.0711096970 0.0760283447 0.03746303
[4,] 0.0590216636 0.12847216 0.0632081383 0.0713619670 0.03252091
[5,] 0.0540786587 0.12636115 0.0576559552 0.0680441121 0.02966258
[6,] 0.0478245133 0.12365586 0.0503761908 0.0636805818 0.02654825
[7,] 0.0475093188 0.12351845 0.0500015521 0.0634552510 0.02640446
[8,] 0.0434121388 0.12172435 0.0450676403 0.0604652513 0.02463752
[9,] 0.0390165583 0.11978966 0.0396446091 0.0570959461 0.02293304
[10,] 0.0324907836 0.11692144 0.0313165750 0.0516281057 0.02069308
[11,] 0.0308349505 0.11619888 0.0291362323 0.0501210205 0.02016917
[12,] 0.0306469124 0.11611708 0.0288867325 0.0499464064 0.02011077
[13,] 0.0301310367 0.11589298 0.0282002395 0.0494636560 0.01995167
[14,] 0.0290115906 0.11540844 0.0267004335 0.0483970185 0.01961219
[15,] 0.0278540441 0.11491034 0.0251349140 0.0472656632 0.01926938
[16,] 0.0265673910 0.11436082 0.0233771424 0.0459731377 0.01889806
[17,] 0.0239775589 0.11327094 0.0197828083 0.0432563261 0.01818186
[18,] 0.0233470232 0.11300938 0.0188965671 0.0425709266 0.01801407
[19,] 0.0224497858 0.11264006 0.0176280984 0.0415790304 0.01778019
[20,] 0.0157917152 0.11002538 0.0079572199 0.0335827671 0.01626659
[21,] 0.0154872983 0.10991199 0.0075053984 0.0331897820 0.01620887
[22,] 0.0117706474 0.10857449 0.0019428342 0.0281981014 0.01560467
[23,] 0.0089416289 0.10760829 -0.0023314295 0.0241616311 0.01528065
[24,] 0.0082580283 0.10737999 -0.0033665837 0.0231565159 0.01522133
[25,] 0.0060405499 0.10664934 -0.0067255271 0.0198224782 0.01508112
[26,] 0.0044240789 0.10612358 -0.0091746034 0.0173240231 0.01503054
[27,] 0.0028137578 0.10560205 -0.0116187773 0.0147740507 0.01502503
[28,] 0.0010446352 0.10502822 -0.0143142128 0.0118954953 0.01507181
[29,] 0.0004998223 0.10485081 -0.0151470261 0.0109916916 0.01509773
[30,] -0.0000435403 0.10467339 -0.0159790026 0.0100819319 0.01512915
[31,] -0.0001687178 0.10463243 -0.0161708701 0.0098711514 0.01513718
[32,] -0.0007517779 0.10444122 -0.0170655746 0.0088834280 0.01517863
[33,] -0.0007933541 0.10442755 -0.0171294370 0.0088126234 0.01518184
[34,] -0.0008764775 0.10440022 -0.0172571427 0.0086709148 0.01518836
[35,] -0.0036777615 0.10346629 -0.0215807968 0.0037799325 0.01549001
[36,] -0.0042479369 0.10327239 -0.0224657215 0.0027570475 0.01557120
[37,] -0.0063035431 0.10255902 -0.0256699376 -0.0010066963 0.01591781
[38,] -0.0064632560 0.10250252 -0.0259196847 -0.0013040230 0.01594816
[39,] -0.0067421975 0.10240345 -0.0263560975 -0.0018249734 0.01600231
[40,] -0.0076141421 0.10209020 -0.0277217330 -0.0034669364 0.01618076
[41,] -0.0078900328 0.10198988 -0.0281541521 -0.0039906917 0.01624007
[42,] -0.0088690156 0.10162868 -0.0296889941 -0.0058653554 0.01646153
[43,] -0.0094127749 0.10142421 -0.0305412985 -0.0069173534 0.01659186
[44,] -0.0096834120 0.10132132 -0.0309653176 -0.0074437745 0.01665864
[45,] -0.0102221428 0.10111415 -0.0318087968 -0.0084972078 0.01679526
[46,] -0.0108716417 0.10085983 -0.0328242785 -0.0097769434 0.01696628
[47,] -0.0110616712 0.10078441 -0.0331210127 -0.0101533569 0.01701756
[48,] -0.0132675258 0.09986981 -0.0365492550 -0.0145882222 0.01764840
[49,] -0.0133043099 0.09985388 -0.0366061206 -0.0146631851 0.01765943
[50,] -0.0168415059 0.09818999 -0.0420022234 -0.0220120621 0.01877915
[51,] -0.0173248665 0.09793857 -0.0427245867 -0.0230352802 0.01893932
[52,] -0.0177699242 0.09770097 -0.0433855955 -0.0239807681 0.01908798
[53,] -0.0180759041 0.09753410 -0.0438376155 -0.0246325409 0.01919079
[54,] -0.0188498761 0.09709870 -0.0449715080 -0.0262869718 0.01945279
[55,] -0.0189833004 0.09702166 -0.0451655350 -0.0265729577 0.01949821
[56,] -0.0192159410 0.09688590 -0.0455027887 -0.0270721267 0.01957755
[57,] -0.0192490865 0.09686640 -0.0455507284 -0.0271432985 0.01958887
[58,] -0.0202329492 0.09627035 -0.0469606442 -0.0292615256 0.01992615
[59,] -0.0222922510 0.09491145 -0.0498202699 -0.0337239679 0.02063302
[60,] -0.0224156176 0.09482519 -0.0499871622 -0.0339922252 0.02067502
[61,] -0.0229354409 0.09445565 -0.0506843713 -0.0351233402 0.02085111
[62,] -0.0229961152 0.09441188 -0.0507651025 -0.0352554351 0.02087156
[63,] -0.0230566875 0.09436805 -0.0508455600 -0.0353873202 0.02089195
[64,] -0.0231171575 0.09432416 -0.0509257434 -0.0355189942 0.02091228
[65,] -0.0233279936 0.09417009 -0.0512042212 -0.0359781732 0.02098295
[66,] -0.0244792308 0.09330059 -0.0526933524 -0.0384861916 0.02136216
[67,] -0.0245082190 0.09327808 -0.0527301268 -0.0385493228 0.02137154
[68,] -0.0245661146 0.09323303 -0.0528034624 -0.0386754013 0.02139024
[69,] -0.0261972930 0.09191371 -0.0548062074 -0.0422193455 0.02189916
[70,] -0.0269772150 0.09124840 -0.0557177857 -0.0439051774 0.02212669
[71,] -0.0270828700 0.09115654 -0.0558388370 -0.0441329813 0.02215649
[72,] -0.0273188694 0.09094985 -0.0561070576 -0.0446412901 0.02222206
[73,] -0.0274229876 0.09085800 -0.0562244256 -0.0448653110 0.02225053
[74,] -0.0275007636 0.09078913 -0.0563117085 -0.0450325597 0.02227161
[75,] -0.0278346774 0.09049086 -0.0566825794 -0.0457496821 0.02236020
[76,] -0.0279870725 0.09035335 -0.0568497227 -0.0460764690 0.02239953
[77,] -0.0284376719 0.08994154 -0.0573359094 -0.0470408448 0.02251142
[78,] -0.0288055375 0.08959943 -0.0577236233 -0.0478260581 0.02259739
[79,] -0.0289024502 0.08950839 -0.0578243393 -0.0480326012 0.02261916
[80,] -0.0291186649 0.08930388 -0.0580468376 -0.0484929200 0.02266632
[81,] -0.0291901681 0.08923581 -0.0581197389 -0.0486450013 0.02268147
[82,] -0.0298436697 0.08860340 -0.0587695218 -0.0500314673 0.02280869
[83,] -0.0298665417 0.08858092 -0.0587916985 -0.0500798775 0.02281274
[84,] -0.0300257343 0.08842377 -0.0589449322 -0.0504166056 0.02284017
[85,] -0.0302503713 0.08819999 -0.0591577348 -0.0508911358 0.02287637
[86,] -0.0302726542 0.08817766 -0.0591786188 -0.0509381673 0.02287980
[87,] -0.0303393047 0.08811072 -0.0592408373 -0.0510788019 0.02288986
[88,] -0.0310736997 0.08735818 -0.0599001920 -0.0526243750 0.02298121
[89,] -0.0313029361 0.08711733 -0.0600953265 -0.0531053842 0.02300170
[90,] -0.0313441707 0.08707369 -0.0601298416 -0.0531918393 0.02300494
[91,] -0.0313852679 0.08703010 -0.0601640592 -0.0532779863 0.02300803
[92,] -0.0314057650 0.08700832 -0.0601810563 -0.0533209442 0.02300952
[93,] -0.0314874085 0.08692133 -0.0602482996 -0.0534920052 0.02301511
[94,] -0.0321398369 0.08621146 -0.0607572213 -0.0548561308 0.02303826
[95,] -0.0322354222 0.08610520 -0.0608271414 -0.0550554666 0.02303819
[96,] -0.0323490032 0.08597816 -0.0609085273 -0.0552921048 0.02303685
[97,] -0.0328092259 0.08545469 -0.0612178682 -0.0562478296 0.02301663
[98,] -0.0329521082 0.08528927 -0.0613066437 -0.0565432943 0.02300515
[99,] -0.0331798144 0.08502272 -0.0614402526 -0.0570126348 0.02298131
[100,] -0.0333172098 0.08486014 -0.0615158839 -0.0572947932 0.02296345
[101,] -0.0334860545 0.08465850 -0.0616033232 -0.0576403187 0.02293773
[102,] -0.0335360837 0.08459836 -0.0616280108 -0.0577424193 0.02292929
[103,] -0.0335692771 0.08455836 -0.0616440722 -0.0578100869 0.02292348
[104,] -0.0337170770 0.08437928 -0.0617124082 -0.0581106337 0.02289551
[105,] -0.0337819447 0.08430018 -0.0617407045 -0.0582421303 0.02288213
[106,] -0.0339101739 0.08414291 -0.0617934517 -0.0585012806 0.02285365
[107,] -0.0339735392 0.08406475 -0.0618178971 -0.0586289331 0.02283855
[108,] -0.0341142965 0.08389004 -0.0618681885 -0.0589114607 0.02280252
[109,] -0.0343433578 0.08360255 -0.0619374992 -0.0593678916 0.02273620
[110,] -0.0344922636 0.08341352 -0.0619736553 -0.0596621316 0.02268771
[111,] -0.0346092216 0.08326386 -0.0619968222 -0.0598917287 0.02264650
[112,] -0.0346813496 0.08317104 -0.0620087128 -0.0600326088 0.02261966
[113,] -0.0349899310 0.08276938 -0.0620375108 -0.0606285218 0.02249196
[114,] -0.0352972448 0.08236170 -0.0620268041 -0.0612096914 0.02234230
[115,] -0.0354513377 0.08215418 -0.0620046859 -0.0614958974 0.02225790
[116,] -0.0355516756 0.08201787 -0.0619836500 -0.0616802100 0.02219929
[117,] -0.0356500947 0.08188321 -0.0619575856 -0.0618593241 0.02213883
[118,] -0.0357465898 0.08175021 -0.0619264966 -0.0620332353 0.02207656
[119,] -0.0357941143 0.08168433 -0.0619090721 -0.0621182384 0.02204475
[120,] -0.0358059199 0.08166793 -0.0619045207 -0.0621392857 0.02203673
[121,] -0.0359680187 0.08144100 -0.0618326314 -0.0624253958 0.02192156
[122,] -0.0360579682 0.08131363 -0.0617847388 -0.0625817139 0.02185340
[123,] -0.0363778120 0.08085100 -0.0615615066 -0.0631213497 0.02158321
[124,] -0.0365949752 0.08052691 -0.0613546062 -0.0634700373 0.02137133
[125,] -0.0366044997 0.08051249 -0.0613443460 -0.0634849302 0.02136145
[126,] -0.0366422973 0.08045506 -0.0613025687 -0.0635436666 0.02132168
[127,] -0.0366980941 0.08036972 -0.0612377021 -0.0636292623 0.02126141
[128,] -0.0368152964 0.08018814 -0.0610881786 -0.0638043667 0.02112832
[129,] -0.0368676922 0.08010588 -0.0610150633 -0.0638803936 0.02106579
[130,] -0.0368763208 0.08009226 -0.0610026274 -0.0638927700 0.02105531
[131,] -0.0369274703 0.08001113 -0.0609265190 -0.0639652575 0.02099201
[132,] -0.0369358916 0.07999770 -0.0609135863 -0.0639770434 0.02098139
[133,] -0.0370184794 0.07986493 -0.0607803879 -0.0640902523 0.02087432
[134,] -0.0370506890 0.07981259 -0.0607251495 -0.0641331651 0.02083102
[135,] -0.0370824282 0.07976068 -0.0606687998 -0.0641747207 0.02078746
[136,] -0.0371521251 0.07964548 -0.0605379741 -0.0642632499 0.02068855
[137,] -0.0371597229 0.07963282 -0.0605230942 -0.0642726610 0.02067749
[138,] -0.0371972730 0.07956992 -0.0604476687 -0.0643184384 0.02062194
[139,] -0.0372194529 0.07953251 -0.0604015948 -0.0643448812 0.02058845
[140,] -0.0372701865 0.07944618 -0.0602917086 -0.0644035911 0.02050981
[141,] -0.0373264244 0.07934918 -0.0601620509 -0.0644655481 0.02041915
[142,] -0.0373401939 0.07932520 -0.0601289587 -0.0644801781 0.02039636
[143,] -0.0374525703 0.07912583 -0.0598367559 -0.0645905936 0.02020081
[144,] -0.0375683399 0.07891224 -0.0594871380 -0.0646842877 0.01997877
[145,] -0.0376083922 0.07883596 -0.0593522265 -0.0647108432 0.01989620
[146,] -0.0376895316 0.07867682 -0.0590521047 -0.0647532091 0.01971824
[147,] -0.0377100929 0.07863536 -0.0589695393 -0.0647611438 0.01967061
[148,] -0.0377302020 0.07859431 -0.0588859098 -0.0647676571 0.01962292
[149,] -0.0377784995 0.07849344 -0.0586721886 -0.0647777034 0.01950353
[150,] -0.0378061253 0.07843412 -0.0585407752 -0.0647794440 0.01943184
[151,] -0.0378370753 0.07836603 -0.0583844514 -0.0647774141 0.01934822
[152,] -0.0378829306 0.07826144 -0.0581322696 -0.0647654062 0.01921700
[153,] -0.0379970737 0.07797367 -0.0573534907 -0.0646695696 0.01883860
[154,] -0.0380380370 0.07785568 -0.0569917574 -0.0645994724 0.01867548
[155,] -0.0380434445 0.07783923 -0.0569390418 -0.0645880814 0.01865233
[156,] -0.0380804675 0.07771914 -0.0565354203 -0.0644918054 0.01848015
[157,] -0.0380849335 0.07770358 -0.0564805073 -0.0644775337 0.01845740
[158,] -0.0380976682 0.07765751 -0.0563142283 -0.0644327109 0.01838947
[159,] -0.0381329489 0.07751096 -0.0557433971 -0.0642617963 0.01816679
[160,] -0.0381358717 0.07749690 -0.0556849219 -0.0642429056 0.01814487
[161,] -0.0381511026 0.07741493 -0.0553288006 -0.0641227871 0.01801481
[162,] -0.0381623887 0.07733703 -0.0549637044 -0.0639911854 0.01788738
[163,] -0.0381631515 0.07733073 -0.0549328771 -0.0639797070 0.01787689
[164,] -0.0381645951 0.07731820 -0.0548710376 -0.0639565161 0.01785596
[165,] -0.0381682708 0.07728134 -0.0546840419 -0.0638850816 0.01779365
[166,] -0.0381731711 0.07719380 -0.0542069338 -0.0636944530 0.01764111
[167,] -0.0381716840 0.07710789 -0.0536830835 -0.0634725753 0.01748370
[168,] -0.0381698066 0.07708265 -0.0535162621 -0.0633993916 0.01743567
[169,] -0.0381617952 0.07702066 -0.0530756691 -0.0632007032 0.01731353
[170,] -0.0381565790 0.07699385 -0.0528690092 -0.0631049583 0.01725854
[171,] -0.0381420046 0.07693972 -0.0524141670 -0.0628889074 0.01714253
[172,] -0.0381393664 0.07693188 -0.0523433381 -0.0628546362 0.01712508
[173,] -0.0381108971 0.07686723 -0.0516957165 -0.0625340326 0.01697306
[174,] -0.0380807151 0.07682163 -0.0511421535 -0.0622504417 0.01685365
[175,] -0.0379587710 0.07673288 -0.0494467082 -0.0613355927 0.01654520
[176,] -0.0379417964 0.07672716 -0.0492473719 -0.0612240743 0.01651432
[177,] -0.0379313091 0.07672416 -0.0491271238 -0.0611564484 0.01649622
[178,] -0.0378676148 0.07671335 -0.0484366103 -0.0607632848 0.01639963
[179,] -0.0377789949 0.07671458 -0.0475623392 -0.0602549443 0.01629458
[180,] -0.0377654449 0.07671607 -0.0474355262 -0.0601803408 0.01628088
[181,] -0.0377282304 0.07672167 -0.0470950225 -0.0599790329 0.01624592
[182,] -0.0376644171 0.07673574 -0.0465344806 -0.0596447073 0.01619412
[183,] -0.0376593378 0.07673708 -0.0464909926 -0.0596186272 0.01619039
[184,] -0.0376178301 0.07674910 -0.0461411943 -0.0594081563 0.01616190
[185,] -0.0373557068 0.07686006 -0.0441112696 -0.0581665248 0.01604631
[186,] -0.0373365210 0.07687007 -0.0439722067 -0.0580804377 0.01604134
[187,] -0.0372032214 0.07694510 -0.0430332971 -0.0574966075 0.01601711
[188,] -0.0371115813 0.07700160 -0.0424120319 -0.0571081962 0.01600975
[189,] -0.0370606193 0.07703454 -0.0420739422 -0.0568962585 0.01600855
[190,] -0.0369321752 0.07712188 -0.0412425377 -0.0563737213 0.01601379
[191,] -0.0368773717 0.07716086 -0.0408959589 -0.0561554179 0.01601932
[192,] -0.0367726523 0.07723789 -0.0402457902 -0.0557452694 0.01603484
[193,] -0.0367562037 0.07725028 -0.0401450138 -0.0556816333 0.01603784
[194,] -0.0367063197 0.07728829 -0.0398414878 -0.0554898807 0.01604781
[195,] -0.0365780935 0.07738889 -0.0390748486 -0.0550050595 0.01607916
[196,] -0.0363902105 0.07754290 -0.0379829735 -0.0543136948 0.01613858
[197,] -0.0363160918 0.07760556 -0.0375613854 -0.0540465880 0.01616598
[198,] -0.0363067289 0.07761354 -0.0375084701 -0.0540130587 0.01616959
[199,] -0.0359856333 0.07789594 -0.0357355303 -0.0528894764 0.01631088
[200,] -0.0357586539 0.07810421 -0.0345251312 -0.0521223017 0.01642765
[201,] -0.0354662143 0.07838110 -0.0330090986 -0.0511617385 0.01659391
[202,] -0.0350291777 0.07880943 -0.0308194733 -0.0497763687 0.01686935
[203,] -0.0348970623 0.07894164 -0.0301736296 -0.0493684324 0.01695787
[204,] -0.0348727614 0.07896607 -0.0300556310 -0.0492939417 0.01697438
[205,] -0.0347251117 0.07911513 -0.0293439613 -0.0488449684 0.01707599
[206,] -0.0343024460 0.07954672 -0.0273547068 -0.0475924150 0.01737756
[207,] -0.0342096396 0.07964228 -0.0269267520 -0.0473233010 0.01744558
[208,] -0.0339245922 0.07993721 -0.0256304841 -0.0465087392 0.01765792
[209,] -0.0336009720 0.08027413 -0.0241896719 -0.0456041719 0.01790443
[210,] -0.0335866302 0.08028910 -0.0241265331 -0.0455645481 0.01791548
[211,] -0.0334273766 0.08045556 -0.0234293084 -0.0451270649 0.01803883
[212,] -0.0333981270 0.08048617 -0.0233020106 -0.0450472032 0.01806162
[213,] -0.0332950421 0.08059412 -0.0228551913 -0.0447669130 0.01814226
[214,] -0.0332802256 0.08060965 -0.0227911982 -0.0447267732 0.01815389
[215,] -0.0330552921 0.08084565 -0.0218264762 -0.0441217288 0.01833178
[216,] -0.0329944637 0.08090955 -0.0215676965 -0.0439594506 0.01838031
[217,] -0.0315000317 0.08248042 -0.0154439592 -0.0401190882 0.01963128
[218,] -0.0314310245 0.08255274 -0.0151704340 -0.0399475394 0.01969168
[219,] -0.0306869637 0.08333040 -0.0122639703 -0.0381253453 0.02035603
[220,] -0.0303943249 0.08363511 -0.0111409098 -0.0374216774 0.02062362
[221,] -0.0299082512 0.08413966 -0.0092983157 -0.0362679775 0.02107561
[222,] -0.0298892991 0.08415929 -0.0092270222 -0.0362233643 0.02109342
[223,] -0.0295063171 0.08455531 -0.0077947393 -0.0353275553 0.02145643
[224,] -0.0293120405 0.08475568 -0.0070741058 -0.0348771898 0.02164277
[225,] -0.0289973927 0.08507950 -0.0059150426 -0.0341532667 0.02194767
[226,] -0.0283950366 0.08569725 -0.0037224489 -0.0327849201 0.02254172
[227,] -0.0276933492 0.08641398 -0.0012086169 -0.0312169766 0.02325054
[228,] -0.0276514585 0.08645669 -0.0010598326 -0.0311241782 0.02329342
[229,] -0.0274198582 0.08669266 -0.0002397705 -0.0306126421 0.02353167
[230,] -0.0262541301 0.08787747 0.0038267266 -0.0280723706 0.02475789
[231,] -0.0231187049 0.09105275 0.0143179213 -0.0214466587 0.02820795
[232,] -0.0193572288 0.09483707 0.0260701252 -0.0137738804 0.03242121
[233,] -0.0187996651 0.09539534 0.0277380894 -0.0126515550 0.03303538
[234,] -0.0181545867 0.09604068 0.0296463934 -0.0113549714 0.03374044
[235,] -0.0156927756 0.09850075 0.0367423498 -0.0063997802 0.03637546
[236,] -0.0142356186 0.09995712 0.0408202253 -0.0034462690 0.03789807
[237,] -0.0132464964 0.10094712 0.0435419695 -0.0014291737 0.03891965
[238,] -0.0128352379 0.10135927 0.0446634342 -0.0005871038 0.03934233
[239,] -0.0119463809 0.10225171 0.0470681990 0.0012405951 0.04025391
[240,] -0.0110173211 0.10318789 0.0495556722 0.0031634714 0.04120687
[241,] -0.0106548845 0.10355428 0.0505193193 0.0039174033 0.04157927
[242,] -0.0015695885 0.11292263 0.0735432578 0.0236150962 0.05122852
[243,] -0.0010691360 0.11344422 0.0747455235 0.0247411096 0.05178425
[244,] 0.0065419982 0.12129804 0.0921095927 0.0419337732 0.06061136
> str(pExF <- vapply(SmPen001FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF
num [1:244, 1:14] 1 1.1 1.12 1.15 1.17 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.003367 1.511844 0.5158908 0.2822302 0.5788122 0.7421955 0.6905152 0.8976939 0.6558378 0.7269669
[2,] 1.104262 1.597810 0.6276129 0.3333466 0.6415701 0.8859412 0.7497345 0.9861059 0.6812390 0.7864873
[3,] 1.116835 1.607669 0.6402186 0.3393294 0.6486830 0.9027823 0.7565646 0.9975076 0.6833896 0.7939691
[4,] 1.146532 1.630323 0.6689630 0.3531983 0.6649216 0.9415692 0.7722529 1.0244927 0.6879054 0.8116123
[5,] 1.167861 1.646080 0.6887537 0.3629540 0.6761489 0.9685591 0.7831475 1.0438359 0.6908000 0.8241747
[6,] 1.196343 1.666503 0.7141261 0.3757462 0.6906629 1.0034631 0.7972282 1.0694984 0.6944146 0.8406558
[7,] 1.197827 1.667548 0.7154159 0.3764058 0.6914056 1.0052456 0.7979474 1.0708279 0.6945987 0.8415024
[8,] 1.217572 1.681296 0.7322878 0.3851250 0.7011768 1.0286319 0.8073890 1.0884306 0.6970380 0.8526357
[9,] 1.239771 1.696397 0.7506235 0.3948050 0.7119350 1.0541804 0.8177455 1.1079245 0.6998115 0.8648170
[10,] 1.274899 1.719576 0.7783284 0.4098872 0.7285499 1.0930172 0.8336936 1.1377740 0.7044991 0.8832400
[11,] 1.284262 1.725615 0.7854518 0.4138633 0.7329097 1.1030430 0.8378724 1.1454810 0.7058360 0.8879554
[12,] 1.285337 1.726304 0.7862628 0.4143187 0.7334088 1.1041854 0.8383505 1.1463585 0.7059920 0.8884913
[13,] 1.288299 1.728201 0.7884898 0.4155722 0.7347821 1.1073234 0.8396662 1.1487680 0.7064247 0.8899615
[14,] 1.294787 1.732337 0.7933318 0.4183126 0.7377834 1.1141509 0.8425406 1.1540053 0.7073873 0.8931517
[15,] 1.301585 1.736642 0.7983506 0.4211754 0.7409178 1.1212343 0.8455412 1.1594293 0.7084184 0.8964475
[16,] 1.309246 1.741461 0.8039410 0.4243917 0.7444392 1.1291321 0.8489105 1.1654623 0.7096100 0.9001036
[17,] 1.324996 1.751261 0.8152195 0.4309730 0.7516484 1.1450876 0.8558016 1.1775895 0.7121665 0.9074178
[18,] 1.328897 1.753666 0.8179683 0.4325965 0.7534284 1.1489805 0.8575006 1.1805333 0.7128233 0.9091849
[19,] 1.334490 1.757100 0.8218803 0.4349207 0.7559783 1.1545233 0.8599318 1.1847128 0.7137825 0.9116870
[20,] 1.377555 1.782989 0.8508346 0.4526621 0.7755218 1.1956219 0.8784556 1.2151295 0.7219015 0.9295655
[21,] 1.379588 1.784188 0.8521511 0.4534932 0.7764406 1.1974930 0.8793228 1.2164844 0.7223179 0.9303451
[22,] 1.404813 1.798903 0.8681329 0.4637679 0.7878242 1.2202143 0.8900528 1.2326685 0.7277271 0.9395540
[23,] 1.424498 1.810187 0.8801494 0.4717369 0.7966812 1.2373007 0.8983939 1.2444845 0.7322293 0.9461783
[24,] 1.429313 1.812922 0.8830292 0.4736800 0.7988444 1.2413947 0.9004315 1.2472674 0.7333640 0.9477288
[25,] 1.445077 1.821806 0.8922965 0.4800263 0.8059183 1.2545656 0.9070990 1.2560862 0.7371634 0.9526244
[26,] 1.456708 1.828297 0.8989787 0.4846946 0.8111303 1.2640566 0.9120178 1.2623084 0.7400435 0.9560667
[27,] 1.468435 1.834787 0.9055833 0.4893893 0.8163786 1.2734307 0.9169786 1.2683383 0.7430067 0.9593967
[28,] 1.481506 1.841959 0.9127914 0.4946094 0.8222220 1.2836515 0.9225132 1.2747747 0.7463741 0.9629475
[29,] 1.485575 1.844179 0.9150027 0.4962318 0.8240398 1.2867847 0.9242377 1.2767176 0.7474352 0.9640192
[30,] 1.489656 1.846398 0.9172045 0.4978576 0.8258620 1.2899031 0.9259679 1.2786368 0.7485050 0.9650780
[31,] 1.490599 1.846911 0.9177113 0.4982332 0.8262831 1.2906207 0.9263679 1.2790763 0.7487531 0.9653206
[32,] 1.495009 1.849301 0.9200695 0.4999884 0.8282514 1.2939588 0.9282390 1.2811107 0.7499168 0.9664434
[33,] 1.495324 1.849472 0.9202375 0.5001139 0.8283922 1.2941966 0.9283729 1.2812549 0.7500002 0.9665231
[34,] 1.495955 1.849813 0.9205734 0.5003650 0.8286738 1.2946719 0.9286408 1.2815430 0.7501674 0.9666821
[35,] 1.517571 1.861425 0.9318570 0.5089486 0.8383120 1.3106173 0.9378339 1.2909956 0.7559625 0.9719149
[36,] 1.522059 1.863816 0.9341470 0.5107272 0.8403113 1.3138476 0.9397477 1.2928582 0.7571817 0.9729505
[37,] 1.538519 1.872527 0.9423913 0.5172399 0.8476387 1.3254582 0.9467834 1.2993966 0.7616933 0.9766019
[38,] 1.539817 1.873210 0.9430314 0.5177529 0.8482163 1.3263583 0.9473395 1.2998929 0.7620517 0.9768802
[39,] 1.542092 1.874406 0.9441493 0.5186515 0.8492282 1.3279297 0.9483144 1.3007555 0.7626803 0.9773643
[40,] 1.549261 1.878164 0.9476433 0.5214823 0.8524169 1.3328373 0.9513913 1.3034180 0.7646683 0.9788623
[41,] 1.551550 1.879360 0.9487489 0.5223851 0.8534343 1.3343888 0.9523746 1.3042495 0.7653047 0.9793314
[42,] 1.559748 1.883633 0.9526733 0.5256178 0.8570784 1.3398899 0.9559031 1.3071576 0.7675920 0.9809770
[43,] 1.564357 1.886025 0.9548542 0.5274339 0.8591265 1.3429431 0.9578908 1.3087439 0.7688827 0.9818781
[44,] 1.566666 1.887222 0.9559401 0.5283435 0.8601525 1.3444622 0.9588879 1.3095257 0.7695305 0.9823232
[45,] 1.571295 1.889615 0.9581029 0.5301658 0.8622086 1.3474854 0.9608885 1.3110663 0.7708311 0.9832023
[46,] 1.576933 1.892521 0.9607128 0.5323842 0.8647125 1.3511293 0.9633295 1.3128964 0.7724191 0.9842500
[47,] 1.578595 1.893376 0.9614770 0.5330379 0.8654505 1.3521953 0.9640499 1.3134262 0.7728879 0.9845540
[48,] 1.598332 1.903468 0.9703755 0.5407923 0.8742104 1.3645753 0.9726355 1.3193886 0.7784766 0.9879984
[49,] 1.598669 1.903639 0.9705244 0.5409244 0.8743597 1.3647819 0.9727824 1.3194851 0.7785721 0.9880545
[50,] 1.632318 1.920591 0.9849468 0.5541122 0.8892796 1.3846932 0.9875513 1.3283020 0.7881578 0.9932336
[51,] 1.637130 1.922991 0.9869345 0.5559951 0.8914118 1.3874201 0.9896768 1.3294333 0.7895310 0.9939064
[52,] 1.641610 1.925219 0.9887685 0.5577476 0.8933968 1.3899320 0.9916587 1.3304586 0.7908095 0.9945179
[53,] 1.644718 1.926762 0.9900315 0.5589632 0.8947738 1.3916595 0.9930355 1.3311544 0.7916964 0.9949339
[54,] 1.652685 1.930707 0.9932346 0.5620782 0.8983034 1.3960315 0.9965715 1.3328806 0.7939695 0.9959696
[55,] 1.654075 1.931393 0.9937880 0.5626212 0.8989188 1.3967855 0.9971890 1.3331732 0.7943657 0.9961457
[56,] 1.656509 1.932594 0.9947539 0.5635724 0.8999969 1.3981004 0.9982715 1.3336799 0.7950597 0.9964510
[57,] 1.656857 1.932766 0.9948916 0.5637084 0.9001510 1.3982878 0.9984264 1.3337518 0.7951589 0.9964943
[58,] 1.667327 1.937915 0.9989912 0.5677987 0.9047882 1.4038537 1.0030940 1.3358423 0.7981419 0.9977601
[59,] 1.690222 1.949082 1.0076610 0.5767351 0.9149253 1.4155396 1.0133576 1.3399515 0.8046438 1.0002910
[60,] 1.691640 1.949770 1.0081849 0.5772884 0.9155532 1.4162417 1.0139959 1.3401859 0.8050453 1.0004378
[61,] 1.697680 1.952693 1.0103990 0.5796442 0.9182269 1.4192035 1.0167180 1.3411586 0.8067533 1.0010511
[62,] 1.698392 1.953037 1.0106582 0.5799219 0.9185420 1.4195496 1.0170391 1.3412705 0.8069544 1.0011221
[63,] 1.699104 1.953381 1.0109170 0.5801996 0.9188572 1.4198952 1.0173605 1.3413819 0.8071555 1.0011929
[64,] 1.699816 1.953725 1.0111756 0.5804774 0.9191726 1.4202402 1.0176821 1.3414928 0.8073567 1.0012634
[65,] 1.702312 1.954929 1.0120784 0.5814506 0.9202772 1.4214440 1.0188092 1.3418768 0.8080609 1.0015085
[66,] 1.716276 1.961642 1.0170444 0.5868947 0.9264585 1.4280366 1.0251334 1.3439004 0.8119896 1.0028234
[67,] 1.716636 1.961814 1.0171703 0.5870348 0.9266176 1.4282031 1.0252966 1.3439497 0.8120904 1.0028560
[68,] 1.717355 1.962159 1.0174219 0.5873151 0.9269358 1.4285357 1.0256230 1.3440480 0.8122921 1.0029211
[69,] 1.738326 1.972154 1.0245925 0.5954866 0.9362178 1.4379539 1.0351720 1.3466787 0.8181449 1.0047220
[70,] 1.748897 1.977157 1.0280885 0.5996046 0.9408970 1.4424965 1.0400043 1.3478381 0.8210734 1.0055640
[71,] 1.750360 1.977847 1.0285662 0.6001743 0.9415444 1.4431143 1.0406738 1.3479899 0.8214774 1.0056774
[72,] 1.753655 1.979401 1.0296372 0.6014577 0.9430028 1.4444963 1.0421826 1.3483246 0.8223866 1.0059300
[73,] 1.755121 1.980091 1.0301114 0.6020287 0.9436518 1.4451070 1.0428543 1.3484703 0.8227907 1.0060412
[74,] 1.756221 1.980609 1.0304664 0.6024573 0.9441388 1.4455637 1.0433585 1.3485782 0.8230938 1.0061242
[75,] 1.760997 1.982854 1.0319980 0.6043171 0.9462526 1.4475282 1.0455480 1.3490336 0.8244073 1.0064799
[76,] 1.763205 1.983890 1.0327012 0.6051770 0.9472299 1.4484272 1.0465609 1.3492371 0.8250137 1.0066420
[77,] 1.769843 1.987000 1.0347971 0.6077622 0.9501686 1.4510945 1.0496086 1.3498218 0.8268329 1.0071203
[78,] 1.775392 1.989593 1.0365283 0.6099232 0.9526251 1.4532832 1.0521585 1.3502802 0.8283492 1.0075103
[79,] 1.776875 1.990285 1.0369877 0.6105004 0.9532813 1.4538615 1.0528400 1.3503980 0.8287536 1.0076131
[80,] 1.780214 1.991841 1.0380177 0.6118008 0.9547596 1.4551548 1.0543757 1.3506563 0.8296635 1.0078425
[81,] 1.781329 1.992360 1.0383600 0.6122347 0.9552530 1.4555833 1.0548883 1.3507403 0.8299668 1.0079184
[82,] 1.791759 1.997204 1.0415293 0.6162964 0.9598709 1.4595223 1.0596897 1.3514749 0.8327967 1.0086140
[83,] 1.792132 1.997377 1.0416416 0.6164418 0.9600363 1.4596610 1.0598617 1.3514995 0.8328978 1.0086384
[84,] 1.794749 1.998589 1.0424266 0.6174607 0.9611948 1.4606275 1.0610671 1.3516685 0.8336049 1.0088087
[85,] 1.798493 2.000321 1.0435432 0.6189186 0.9628524 1.4619961 1.0627922 1.3519003 0.8346148 1.0090498
[86,] 1.798867 2.000494 1.0436546 0.6190645 0.9630184 1.4621322 1.0629650 1.3519229 0.8347158 1.0090738
[87,] 1.799992 2.001013 1.0439883 0.6195025 0.9635164 1.4625395 1.0634833 1.3519899 0.8350187 1.0091456
[88,] 1.812781 2.006904 1.0477374 0.6244832 0.9691801 1.4670663 1.0693821 1.3526797 0.8384477 1.0099446
[89,] 1.816936 2.008812 1.0489375 0.6261013 0.9710203 1.4684951 1.0712996 1.3528757 0.8395555 1.0101979
[90,] 1.817692 2.009158 1.0491550 0.6263959 0.9713553 1.4687530 1.0716488 1.3529099 0.8397567 1.0102438
[91,] 1.818449 2.009505 1.0493724 0.6266906 0.9716904 1.4690103 1.0719980 1.3529437 0.8399580 1.0102895
[92,] 1.818827 2.009679 1.0494810 0.6268380 0.9718580 1.4691387 1.0721727 1.3529604 0.8400586 1.0103123
[93,] 1.820341 2.010372 1.0499149 0.6274278 0.9725287 1.4696510 1.0728718 1.3530262 0.8404610 1.0104035
[94,] 1.832876 2.016099 1.0534652 0.6323105 0.9780816 1.4737877 1.0786613 1.3535038 0.8437748 1.0111460
[95,] 1.834782 2.016967 1.0539987 0.6330529 0.9789259 1.4744005 1.0795419 1.3535660 0.8442760 1.0112572
[96,] 1.837071 2.018009 1.0546373 0.6339448 0.9799402 1.4751311 1.0805997 1.3536372 0.8448770 1.0113901
[97,] 1.846636 2.022352 1.0572812 0.6376717 0.9841787 1.4781182 1.0850206 1.3538933 0.8473781 1.0119397
[98,] 1.849706 2.023742 1.0581216 0.6388680 0.9855393 1.4790548 1.0864399 1.3539616 0.8481773 1.0121143
[99,] 1.854704 2.026002 1.0594815 0.6408157 0.9877546 1.4805568 1.0887507 1.3540584 0.8494750 1.0123970
[100,] 1.857786 2.027393 1.0603149 0.6420167 0.9891205 1.4814689 1.0901755 1.3541094 0.8502730 1.0125704
[101,] 1.861644 2.029133 1.0613531 0.6435203 0.9908308 1.4825960 1.0919595 1.3541641 0.8512698 1.0127868
[102,] 1.862803 2.029655 1.0616638 0.6439720 0.9913446 1.4829313 1.0924954 1.3541785 0.8515687 1.0128516
[103,] 1.863576 2.030003 1.0618707 0.6442732 0.9916872 1.4831541 1.0928528 1.3541876 0.8517679 1.0128948
[104,] 1.867057 2.031569 1.0628001 0.6456301 0.9932307 1.4841496 1.0944627 1.3542236 0.8526642 1.0130891
[105,] 1.868606 2.032266 1.0632121 0.6462338 0.9939176 1.4845883 1.0951790 1.3542370 0.8530623 1.0131753
[106,] 1.871708 2.033658 1.0640345 0.6474426 0.9952928 1.4854587 1.0966133 1.3542590 0.8538584 1.0133478
[107,] 1.873260 2.034355 1.0644447 0.6480477 0.9959812 1.4858904 1.0973312 1.3542677 0.8542563 1.0134340
[108,] 1.876757 2.035922 1.0653658 0.6494106 0.9975320 1.4868534 1.0989483 1.3542813 0.8551512 1.0136280
[109,] 1.882598 2.038536 1.0668946 0.6516871 1.0001225 1.4884325 1.1016491 1.3542864 0.8566418 1.0139515
[110,] 1.886501 2.040279 1.0679095 0.6532080 1.0018536 1.4894673 1.1034536 1.3542775 0.8576350 1.0141675
[111,] 1.889628 2.041674 1.0687191 0.6544267 1.0032409 1.4902848 1.1048994 1.3542636 0.8584292 1.0143406
[112,] 1.891585 2.042545 1.0692241 0.6551892 1.0041089 1.4907911 1.1058040 1.3542517 0.8589255 1.0144490
[113,] 1.900215 2.046383 1.0714366 0.6585522 1.0079382 1.4929765 1.1097932 1.3541719 0.8611084 1.0149277
[114,] 1.909273 2.050399 1.0737345 0.6620814 1.0119585 1.4951875 1.1139792 1.3540417 0.8633900 1.0154325
[115,] 1.914014 2.052495 1.0749275 0.6639282 1.0140630 1.4963113 1.1161693 1.3539555 0.8645806 1.0156982
[116,] 1.917180 2.053893 1.0757208 0.6651615 1.0154687 1.4970492 1.1176316 1.3538912 0.8653744 1.0158763
[117,] 1.920350 2.055291 1.0765125 0.6663963 1.0168764 1.4977781 1.1190958 1.3538216 0.8661684 1.0160553
[118,] 1.923525 2.056689 1.0773025 0.6676328 1.0182863 1.4984979 1.1205618 1.3537467 0.8669626 1.0162353
[119,] 1.925114 2.057389 1.0776970 0.6682517 1.0189920 1.4988545 1.1212954 1.3537073 0.8673598 1.0163256
[120,] 1.925512 2.057564 1.0777956 0.6684065 1.0191686 1.4989433 1.1214789 1.3536973 0.8674591 1.0163483
[121,] 1.931084 2.060012 1.0791729 0.6705760 1.0216433 1.5001715 1.1240506 1.3535483 0.8688499 1.0166668
[122,] 1.934274 2.061412 1.0799580 0.6718179 1.0230604 1.5008610 1.1255225 1.3534564 0.8696451 1.0168504
[123,] 1.946276 2.066665 1.0828904 0.6764893 1.0283934 1.5033670 1.1310576 1.3530688 0.8726309 1.0175503
[124,] 1.955118 2.070520 1.0850300 0.6799291 1.0323235 1.5051251 1.1351316 1.3527436 0.8748252 1.0180762
[125,] 1.955521 2.070695 1.0851271 0.6800857 1.0325026 1.5052034 1.1353171 1.3527281 0.8749250 1.0181004
[126,] 1.957132 2.071397 1.0855152 0.6807125 1.0332190 1.5055153 1.1360593 1.3526651 0.8753246 1.0181974
[127,] 1.959552 2.072449 1.0860968 0.6816534 1.0342947 1.5059790 1.1371733 1.3525687 0.8759242 1.0183437
[128,] 1.964802 2.074729 1.0873552 0.6836950 1.0366296 1.5069666 1.1395901 1.3523517 0.8772247 1.0186640
[129,] 1.967230 2.075782 1.0879351 0.6846386 1.0377091 1.5074145 1.1407069 1.3522479 0.8778257 1.0188134
[130,] 1.967635 2.075957 1.0880318 0.6847960 1.0378891 1.5074887 1.1408932 1.3522304 0.8779259 1.0188384
[131,] 1.970065 2.077010 1.0886111 0.6857406 1.0389701 1.5079310 1.1420110 1.3521240 0.8785274 1.0189890
[132,] 1.970470 2.077186 1.0887077 0.6858981 1.0391504 1.5080042 1.1421974 1.3521060 0.8786277 1.0190142
[133,] 1.974527 2.078941 1.0896722 0.6874746 1.0409551 1.5087291 1.1440628 1.3519232 0.8796314 1.0192679
[134,] 1.976152 2.079644 1.0900576 0.6881059 1.0416779 1.5090153 1.1448096 1.3518484 0.8800333 1.0193703
[135,] 1.977778 2.080346 1.0904429 0.6887375 1.0424012 1.5092993 1.1455568 1.3517726 0.8804354 1.0194731
[136,] 1.981440 2.081927 1.0913092 0.6901601 1.0440308 1.5099307 1.1472393 1.3515988 0.8813410 1.0197065
[137,] 1.981847 2.082103 1.0914054 0.6903183 1.0442120 1.5100001 1.1474264 1.3515792 0.8814417 1.0197326
[138,] 1.983885 2.082981 1.0918862 0.6911096 1.0451187 1.5103456 1.1483621 1.3514803 0.8819455 1.0198635
[139,] 1.985108 2.083509 1.0921746 0.6915846 1.0456631 1.5105513 1.1489238 1.3514203 0.8822479 1.0199425
[140,] 1.987965 2.084739 1.0928472 0.6926938 1.0469346 1.5110267 1.1502352 1.3512785 0.8829542 1.0201280
[141,] 1.991234 2.086146 1.0936153 0.6939629 1.0483898 1.5115622 1.1517354 1.3511131 0.8837624 1.0203420
[142,] 1.992052 2.086497 1.0938073 0.6942804 1.0487539 1.5116948 1.1521106 1.3510712 0.8839647 1.0203959
[143,] 1.999016 2.089488 1.0954377 0.6969829 1.0518547 1.5128012 1.1553040 1.3507069 0.8856866 1.0208596
[144,] 2.006823 2.092832 1.0972578 0.7000111 1.0553319 1.5139945 1.1588807 1.3502829 0.8876176 1.0213899
[145,] 2.009706 2.094065 1.0979279 0.7011288 1.0566162 1.5144227 1.1602004 1.3501224 0.8883309 1.0215886
[146,] 2.015895 2.096707 1.0993634 0.7035276 1.0593738 1.5153203 1.1630318 1.3497711 0.8898630 1.0220200
[147,] 2.017549 2.097412 1.0997461 0.7041682 1.0601105 1.5155550 1.1637877 1.3496758 0.8902724 1.0221364
[148,] 2.019203 2.098117 1.1001287 0.7048090 1.0608477 1.5157878 1.1645438 1.3495798 0.8906822 1.0222533
[149,] 2.023343 2.099880 1.1010853 0.7064128 1.0626932 1.5163613 1.1664357 1.3493370 0.8917083 1.0225480
[150,] 2.025831 2.100939 1.1016591 0.7073761 1.0638022 1.5166998 1.1675717 1.3491893 0.8923251 1.0227265
[151,] 2.028737 2.102173 1.1023287 0.7085010 1.0650975 1.5170892 1.1688980 1.3490153 0.8930458 1.0229362
[152,] 2.033310 2.104114 1.1033809 0.7102709 1.0671364 1.5176897 1.1709841 1.3487382 0.8941808 1.0232691
[153,] 2.046661 2.109765 1.1064435 0.7154344 1.0730905 1.5193573 1.1770653 1.3479083 0.8975007 1.0242597
[154,] 2.052525 2.112240 1.1077848 0.7177003 1.0757058 1.5200506 1.1797314 1.3475352 0.8989619 1.0247033
[155,] 2.053364 2.112593 1.1079765 0.7180243 1.0760799 1.5201479 1.1801125 1.3474814 0.8991711 1.0247672
[156,] 2.059664 2.115246 1.1094150 0.7204573 1.0788898 1.5208637 1.1829731 1.3470747 0.9007438 1.0252500
[157,] 2.060506 2.115600 1.1096070 0.7207821 1.0792649 1.5209573 1.1833547 1.3470200 0.9009540 1.0253149
[158,] 2.063031 2.116662 1.1101829 0.7217568 1.0803912 1.5212355 1.1845001 1.3468554 0.9015852 1.0255103
[159,] 2.071468 2.120202 1.1121052 0.7250115 1.0841531 1.5221352 1.1883220 1.3463007 0.9036973 1.0261692
[160,] 2.072313 2.120557 1.1122977 0.7253374 1.0845299 1.5222229 1.1887045 1.3462448 0.9039092 1.0262357
[161,] 2.077391 2.122682 1.1134532 0.7272946 1.0867934 1.5227402 1.1910006 1.3459075 0.9051831 1.0266373
[162,] 2.082478 2.124809 1.1146105 0.7292548 1.0890611 1.5232428 1.1932987 1.3455676 0.9064617 1.0270428
[163,] 2.082903 2.124987 1.1147070 0.7294182 1.0892502 1.5232840 1.1934903 1.3455391 0.9065685 1.0270768
[164,] 2.083752 2.125341 1.1149001 0.7297453 1.0896286 1.5233661 1.1938735 1.3454822 0.9067821 1.0271448
[165,] 2.086300 2.126405 1.1154796 0.7307268 1.0907645 1.5236102 1.1950234 1.3453110 0.9074238 1.0273496
[166,] 2.092684 2.129066 1.1169307 0.7331838 1.0936085 1.5242046 1.1979003 1.3448808 0.9090333 1.0278657
[167,] 2.099511 2.131906 1.1184822 0.7358095 1.0966488 1.5248144 1.2009717 1.3444188 0.9107587 1.0284228
[168,] 2.101648 2.132794 1.1189679 0.7366311 1.0976003 1.5250000 1.2019321 1.3442739 0.9112998 1.0285982
[169,] 2.107212 2.135103 1.1202327 0.7387694 1.1000772 1.5254713 1.2044304 1.3438960 0.9127109 1.0290574
[170,] 2.109785 2.136169 1.1208176 0.7397575 1.1012219 1.5256834 1.2055840 1.3437212 0.9133643 1.0292708
[171,] 2.115367 2.138480 1.1220870 0.7419007 1.1037051 1.5261318 1.2080847 1.3433416 0.9147847 1.0297364
[172,] 2.116227 2.138836 1.1222826 0.7422307 1.1040875 1.5261994 1.2084695 1.3432832 0.9150038 1.0298084
[173,] 2.123978 2.142038 1.1240467 0.7452042 1.1075336 1.5267916 1.2119347 1.3427565 0.9169831 1.0304612
[174,] 2.130456 2.144708 1.1255222 0.7476868 1.1104113 1.5272633 1.2148243 1.3423172 0.9186430 1.0310116
[175,] 2.149549 2.152550 1.1298820 0.7549932 1.1188820 1.5285362 1.2233092 1.3410313 0.9235732 1.0326598
[176,] 2.151727 2.153442 1.1303806 0.7558257 1.1198473 1.5286707 1.2242740 1.3408857 0.9241396 1.0328503
[177,] 2.153035 2.153978 1.1306802 0.7563255 1.1204267 1.5287505 1.2248530 1.3407984 0.9244802 1.0329649
[178,] 2.160459 2.157012 1.1323824 0.7591603 1.1237136 1.5291890 1.2281346 1.3403049 0.9264192 1.0336189
[179,] 2.169658 2.160764 1.1344972 0.7626693 1.1277818 1.5296999 1.2321897 1.3396981 0.9288374 1.0344375
[180,] 2.170974 2.161300 1.1348004 0.7631713 1.1283637 1.5297701 1.2327691 1.3396118 0.9291850 1.0345555
[181,] 2.174489 2.162731 1.1356105 0.7645105 1.1299162 1.5299542 1.2343143 1.3393818 0.9301148 1.0348712
[182,] 2.180209 2.165056 1.1369314 0.7666891 1.1324416 1.5302434 1.2368256 1.3390094 0.9316341 1.0353881
[183,] 2.180650 2.165235 1.1370332 0.7668568 1.1326360 1.5302651 1.2370187 1.3389808 0.9317514 1.0354281
[184,] 2.184177 2.166667 1.1378492 0.7681991 1.1341918 1.5304364 1.2385642 1.3387526 0.9326922 1.0357488
[185,] 2.204102 2.174729 1.1424824 0.7757695 1.1429635 1.5313177 1.2472580 1.3374830 0.9380626 1.0375870
[186,] 2.205435 2.175267 1.1427940 0.7762755 1.1435494 1.5313716 1.2478375 1.3373994 0.9384255 1.0377117
[187,] 2.214342 2.178855 1.1448807 0.7796519 1.1474594 1.5317166 1.2517007 1.3368452 0.9408607 1.0385496
[188,] 2.220147 2.181190 1.1462459 0.7818501 1.1500041 1.5319275 1.2542112 1.3364885 0.9424588 1.0391008
[189,] 2.223277 2.182447 1.1469840 0.7830348 1.1513753 1.5320369 1.2555628 1.3362977 0.9433244 1.0393998
[190,] 2.230895 2.185503 1.1487854 0.7859154 1.1547081 1.5322904 1.2588446 1.3358380 0.9454414 1.0401323
[191,] 2.234038 2.186762 1.1495309 0.7871028 1.1560816 1.5323899 1.2601955 1.3356504 0.9463193 1.0404366
[192,] 2.239884 2.189100 1.1509214 0.7893100 1.1586340 1.5325675 1.2627038 1.3353046 0.9479596 1.0410059
[193,] 2.240784 2.189460 1.1511361 0.7896498 1.1590268 1.5325940 1.2630896 1.3352517 0.9482131 1.0410940
[194,] 2.243487 2.190540 1.1517811 0.7906696 1.1602057 1.5326722 1.2642469 1.3350936 0.9489755 1.0413591
[195,] 2.250256 2.193242 1.1534011 0.7932215 1.1631547 1.5328593 1.2671392 1.3347018 0.9508936 1.0420269
[196,] 2.259760 2.197027 1.1556879 0.7967999 1.1672876 1.5331018 1.2711860 1.3341622 0.9536087 1.0429749
[197,] 2.263389 2.198469 1.1565649 0.7981648 1.1688632 1.5331884 1.2727267 1.3339595 0.9546524 1.0433401
[198,] 2.263843 2.198650 1.1566748 0.7983355 1.1690602 1.5331990 1.2729193 1.3339343 0.9547832 1.0433859
[199,] 2.278864 2.204607 1.1603299 0.8039762 1.1755664 1.5335231 1.2792689 1.3331167 0.9591459 1.0449175
[200,] 2.288921 2.208584 1.1627998 0.8077454 1.1799091 1.5337123 1.2834962 1.3325876 0.9621037 1.0459607
[201,] 2.301313 2.213470 1.1658689 0.8123805 1.1852437 1.5339162 1.2886771 1.3319561 0.9657882 1.0472661
[202,] 2.318842 2.220357 1.1702626 0.8189209 1.1927590 1.5341519 1.2959534 1.3311012 0.9710760 1.0491518
[203,] 2.323936 2.222353 1.1715514 0.8208177 1.1949359 1.5342092 1.2980560 1.3308612 0.9726292 1.0497086
[204,] 2.324863 2.222716 1.1717865 0.8211627 1.1953317 1.5342192 1.2984381 1.3308180 0.9729127 1.0498103
[205,] 2.330432 2.224895 1.1732028 0.8232341 1.1977071 1.5342754 1.3007295 1.3305608 0.9746206 1.0504245
[206,] 2.345800 2.230893 1.1771470 0.8289399 1.2042418 1.5344018 1.3070191 1.3298748 0.9793802 1.0521452
[207,] 2.349070 2.232166 1.1779932 0.8301520 1.2056282 1.5344233 1.3083510 1.3297333 0.9804017 1.0525163
[208,] 2.358902 2.235989 1.1805523 0.8337919 1.2097881 1.5344773 1.3123413 1.3293176 0.9834914 1.0536431
[209,] 2.369707 2.240181 1.1833913 0.8377845 1.2143445 1.5345184 1.3167023 1.3288773 0.9869191 1.0549007
[210,] 2.370177 2.240363 1.1835156 0.8379582 1.2145426 1.5345198 1.3168917 1.3288585 0.9870692 1.0549559
[211,] 2.375359 2.242370 1.1848880 0.8398700 1.2167217 1.5345326 1.3189736 1.3286538 0.9887258 1.0555667
[212,] 2.376303 2.242735 1.1851385 0.8402178 1.2171179 1.5345345 1.3193518 1.3286170 0.9890281 1.0556784
[213,] 2.379606 2.244013 1.1860175 0.8414353 1.2185045 1.5345400 1.3206751 1.3284891 0.9900890 1.0560709
[214,] 2.380078 2.244195 1.1861434 0.8416093 1.2187026 1.5345407 1.3208641 1.3284709 0.9902409 1.0561271
[215,] 2.387170 2.246934 1.1880408 0.8442203 1.2216738 1.5345465 1.3236959 1.3282023 0.9925301 1.0569769
[216,] 2.389064 2.247665 1.1885496 0.8449169 1.2224660 1.5345468 1.3244502 1.3281318 0.9931439 1.0572054
[217,] 2.432946 2.264514 1.2006089 0.8609794 1.2406726 1.5344167 1.3416980 1.3266492 1.0076450 1.0626907
[218,] 2.434868 2.265249 1.2011493 0.8616791 1.2414632 1.5344054 1.3424431 1.3265909 1.0082919 1.0629395
[219,] 2.455121 2.272968 1.2069074 0.8690310 1.2497585 1.5342603 1.3502409 1.3260099 1.0151661 1.0656077
[220,] 2.462870 2.275913 1.2091415 0.8718335 1.2529149 1.5341928 1.3531983 1.3258039 1.0178232 1.0666510
[221,] 2.475503 2.280705 1.2128190 0.8763891 1.2580392 1.5340695 1.3579881 1.3254877 1.0221851 1.0683789
[222,] 2.475990 2.280889 1.2129616 0.8765643 1.2582362 1.5340645 1.3581719 1.3254760 1.0223540 1.0684461
[223,] 2.485743 2.284579 1.2158315 0.8800700 1.2621731 1.5339582 1.3618416 1.3252495 1.0257475 1.0698042
[224,] 2.490630 2.286426 1.2172793 0.8818233 1.2641400 1.5339017 1.3636717 1.3251415 1.0274560 1.0704925
[225,] 2.498466 2.289382 1.2196132 0.8846293 1.2672845 1.5338065 1.3665932 1.3249765 1.0302051 1.0716067
[226,] 2.513208 2.294932 1.2240472 0.8898930 1.2731721 1.5336135 1.3720479 1.3246927 1.0354094 1.0737391
[227,] 2.529996 2.301233 1.2291626 0.8958631 1.2798299 1.5333729 1.3781921 1.3244130 1.0413811 1.0762243
[228,] 2.530987 2.301604 1.2294664 0.8962145 1.2802210 1.5333581 1.3785523 1.3243980 1.0417347 1.0763727
[229,] 2.536438 2.303645 1.2311435 0.8981472 1.2823710 1.5332752 1.3805304 1.3243182 1.0436837 1.0771936
[230,] 2.563330 2.313683 1.2395184 0.9076438 1.2928973 1.5328384 1.3901752 1.3239993 1.0533504 1.0813323
[231,] 2.632020 2.339096 1.2616262 0.9316392 1.3191602 1.5315605 1.4139349 1.3237702 1.0782442 1.0925481
[232,] 2.708862 2.367164 1.2874342 0.9580926 1.3474200 1.5300056 1.4389725 1.3244725 1.1059225 1.1061798
[233,] 2.719826 2.371139 1.2911988 0.9618375 1.3513517 1.5297846 1.4424087 1.3246426 1.1098288 1.1082322
[234,] 2.732397 2.375689 1.2955384 0.9661229 1.3558280 1.5295335 1.4463059 1.3248564 1.1142912 1.1106221
[235,] 2.779393 2.392616 1.3119710 0.9820697 1.3722590 1.5286304 1.4604693 1.3258170 1.1308194 1.1199288
[236,] 2.806593 2.402356 1.3216219 0.9912498 1.3815460 1.5281448 1.4683714 1.3264745 1.1402775 1.1256037
[237,] 2.824836 2.408867 1.3281478 0.9973881 1.3876817 1.5278390 1.4735502 1.3269487 1.1465780 1.1295368
[238,] 2.832374 2.411552 1.3308560 0.9999200 1.3901947 1.5277180 1.4756616 1.3271510 1.1491712 1.1311926
[239,] 2.848575 2.417313 1.3367000 1.0053538 1.3955525 1.5274693 1.4801443 1.3275962 1.1547260 1.1348145
[240,] 2.865389 2.423277 1.3427962 1.0109806 1.4010490 1.5272289 1.4847161 1.3280704 1.1604633 1.1386659
[241,] 2.871917 2.425589 1.3451716 1.0131618 1.4031655 1.5271407 1.4864691 1.3282572 1.1626834 1.1401873
[242,] 3.030759 2.481211 1.4041815 1.0656313 1.4515537 1.5261381 1.5253846 1.3327758 1.2157560 1.1817514
[243,] 3.039264 2.484157 1.4073954 1.0684067 1.4539723 1.5261581 1.5272679 1.3330039 1.2185765 1.1841933
[244,] 3.165991 2.527703 1.4557426 1.1093435 1.4879366 1.5275554 1.5530172 1.3365569 1.2610652 1.2220636
n=220 n=340 n=510 n=760
[1,] 0.7572009 0.6432452 0.7988005 0.6777225
[2,] 0.8074632 0.7489099 0.7800672 0.7392092
[3,] 0.8125620 0.7617999 0.7798631 0.7452394
[4,] 0.8236552 0.7914356 0.7807228 0.7586757
[5,] 0.8309085 0.8119649 0.7824145 0.7677738
[6,] 0.8398153 0.8384134 0.7858455 0.7792751
[7,] 0.8402585 0.8397636 0.7860556 0.7798513
[8,] 0.8459950 0.8574930 0.7890933 0.7872704
[9,] 0.8521437 0.8769196 0.7929448 0.7950648
[10,] 0.8614266 0.9063935 0.7996296 0.8063181
[11,] 0.8638398 0.9139527 0.8014875 0.8091153
[12,] 0.8641157 0.9148123 0.8017020 0.8094318
[13,] 0.8648747 0.9171711 0.8022940 0.8102992
[14,] 0.8665324 0.9222920 0.8035947 0.8121780
[15,] 0.8682629 0.9275871 0.8049604 0.8141175
[16,] 0.8702070 0.9334674 0.8064993 0.8162721
[17,] 0.8741923 0.9452617 0.8096456 0.8206173
[18,] 0.8751783 0.9481197 0.8104182 0.8216793
[19,] 0.8765926 0.9521741 0.8115199 0.8231948
[20,] 0.8875609 0.9816570 0.8197419 0.8347645
[21,] 0.8880849 0.9829743 0.8201216 0.8353138
[22,] 0.8946664 0.9988112 0.8248266 0.8422126
[23,] 0.8999220 1.0105279 0.8285427 0.8477228
[24,] 0.9012261 1.0133113 0.8294609 0.8490902
[25,] 0.9055517 1.0222055 0.8324926 0.8536216
[26,] 0.9088026 1.0285595 0.8347547 0.8570189
[27,] 0.9121347 1.0347919 0.8370555 0.8604911
[28,] 0.9159177 1.0415402 0.8396426 0.8644153
[29,] 0.9171110 1.0435994 0.8404526 0.8656482
[30,] 0.9183149 1.0456450 0.8412668 0.8668898
[31,] 0.9185942 1.0461151 0.8414553 0.8671776
[32,] 0.9199053 1.0482997 0.8423380 0.8685264
[33,] 0.9199994 1.0484551 0.8424012 0.8686231
[34,] 0.9201879 1.0487658 0.8425278 0.8688167
[35,] 0.9267425 1.0591500 0.8468940 0.8755167
[36,] 0.9281278 1.0612455 0.8478098 0.8769230
[37,] 0.9332787 1.0687529 0.8512005 0.8821071
[38,] 0.9336896 1.0693331 0.8514702 0.8825170
[39,] 0.9344111 1.0703454 0.8519436 0.8832353
[40,] 0.9366987 1.0735016 0.8534428 0.8854996
[41,] 0.9374328 1.0744978 0.8539236 0.8862219
[42,] 0.9400795 1.0780241 0.8556553 0.8888069
[43,] 0.9415783 1.0799774 0.8566355 0.8902566
[44,] 0.9423323 1.0809482 0.8571284 0.8909818
[45,] 0.9438490 1.0828783 0.8581200 0.8924319
[46,] 0.9457065 1.0852014 0.8593344 0.8941917
[47,] 0.9462560 1.0858804 0.8596936 0.8947088
[48,] 0.9528453 1.0937409 0.8640018 0.9007791
[49,] 0.9529586 1.0938717 0.8640759 0.9008813
[50,] 0.9644138 1.1064026 0.8715689 0.9108160
[51,] 0.9660680 1.1081066 0.8726519 0.9121862
[52,] 0.9676106 1.1096734 0.8736625 0.9134491
[53,] 0.9686822 1.1107492 0.8743649 0.9143179
[54,] 0.9714329 1.1134656 0.8761701 0.9165169
[55,] 0.9719130 1.1139331 0.8764855 0.9168960
[56,] 0.9727544 1.1147477 0.8770384 0.9175572
[57,] 0.9728747 1.1148637 0.8771176 0.9176514
[58,] 0.9764972 1.1183011 0.8795030 0.9204480
[59,] 0.9844178 1.1254564 0.8847461 0.9263232
[60,] 0.9849078 1.1258834 0.8850718 0.9266775
[61,] 0.9869927 1.1276806 0.8864591 0.9281749
[62,] 0.9872382 1.1278902 0.8866226 0.9283502
[63,] 0.9874838 1.1280993 0.8867862 0.9285254
[64,] 0.9877294 1.1283081 0.8869499 0.9287004
[65,] 0.9885895 1.1290358 0.8875233 0.9293117
[66,] 0.9933893 1.1330007 0.8907294 0.9326878
[67,] 0.9935125 1.1331003 0.8908119 0.9327739
[68,] 0.9937589 1.1332994 0.8909767 0.9329458
[69,] 1.0009095 1.1388961 0.8957689 0.9379054
[70,] 1.0044840 1.1415677 0.8981675 0.9403776
[71,] 1.0049767 1.1419296 0.8984983 0.9407188
[72,] 1.0060851 1.1427378 0.8992422 0.9414869
[73,] 1.0065776 1.1430943 0.8995727 0.9418285
[74,] 1.0069469 1.1433607 0.8998206 0.9420848
[75,] 1.0085464 1.1445043 0.9008940 0.9431965
[76,] 1.0092841 1.1450262 0.9013891 0.9437104
[77,] 1.0114954 1.1465701 0.9028729 0.9452555
[78,] 1.0133354 1.1478311 0.9041073 0.9465480
[79,] 1.0138257 1.1481635 0.9044361 0.9468936
[80,] 1.0149279 1.1489052 0.9051753 0.9476725
[81,] 1.0152951 1.1491506 0.9054215 0.9479326
[82,] 1.0187155 1.1513956 0.9077146 0.9503736
[83,] 1.0188375 1.1514743 0.9077963 0.9504613
[84,] 1.0196904 1.1520220 0.9083679 0.9510759
[85,] 1.0209075 1.1527955 0.9091833 0.9519571
[86,] 1.0210291 1.1528723 0.9092647 0.9520455
[87,] 1.0213937 1.1531020 0.9095090 0.9523107
[88,] 1.0255145 1.1556392 0.9122662 0.9553446
[89,] 1.0268429 1.1564341 0.9131533 0.9563381
[90,] 1.0270841 1.1565772 0.9133143 0.9565195
[91,] 1.0273253 1.1567200 0.9134752 0.9567010
[92,] 1.0274458 1.1567912 0.9135557 0.9567919
[93,] 1.0279279 1.1570751 0.9138772 0.9571559
[94,] 1.0318925 1.1593539 0.9165143 0.9601954
[95,] 1.0324912 1.1596894 0.9169114 0.9606620
[96,] 1.0332091 1.1600886 0.9173869 0.9612243
[97,] 1.0361923 1.1617124 0.9193567 0.9635948
[98,] 1.0371442 1.1622185 0.9199828 0.9643633
[99,] 1.0386882 1.1630270 0.9209958 0.9656229
[100,] 1.0396366 1.1635159 0.9216164 0.9664048
[101,] 1.0408202 1.1641180 0.9223892 0.9673897
[102,] 1.0411748 1.1642967 0.9226205 0.9676869
[103,] 1.0414112 1.1644153 0.9227744 0.9678854
[104,] 1.0424736 1.1649440 0.9234657 0.9687832
[105,] 1.0429452 1.1651763 0.9237720 0.9691844
[106,] 1.0438874 1.1656362 0.9243830 0.9699913
[107,] 1.0443579 1.1658637 0.9246876 0.9703968
[108,] 1.0454154 1.1663699 0.9253709 0.9713148
[109,] 1.0471739 1.1671955 0.9265029 0.9728615
[110,] 1.0483435 1.1677336 0.9272527 0.9739045
[111,] 1.0492775 1.1681569 0.9278496 0.9747460
[112,] 1.0498605 1.1684183 0.9282214 0.9752753
[113,] 1.0524187 1.1695395 0.9298444 0.9776353
[114,] 1.0550799 1.1706616 0.9315181 0.9801607
[115,] 1.0564626 1.1712269 0.9323815 0.9815034
[116,] 1.0573819 1.1715962 0.9329532 0.9824087
[117,] 1.0582994 1.1719594 0.9335217 0.9833221
[118,] 1.0592148 1.1723167 0.9340869 0.9842440
[119,] 1.0596718 1.1724931 0.9343683 0.9847082
[120,] 1.0597860 1.1725370 0.9344386 0.9848246
[121,] 1.0613809 1.1731414 0.9354161 0.9864684
[122,] 1.0622893 1.1734788 0.9359700 0.9874201
[123,] 1.0656761 1.1746923 0.9380152 0.9910719
[124,] 1.0681390 1.1755315 0.9394817 0.9938345
[125,] 1.0682505 1.1755687 0.9395477 0.9939618
[126,] 1.0686962 1.1757164 0.9398110 0.9944725
[127,] 1.0693636 1.1759354 0.9402040 0.9952431
[128,] 1.0708049 1.1763996 0.9410479 0.9969314
[129,] 1.0714679 1.1766090 0.9414338 0.9977193
[130,] 1.0715783 1.1766436 0.9414979 0.9978511
[131,] 1.0722396 1.1768496 0.9418811 0.9986453
[132,] 1.0723497 1.1768836 0.9419447 0.9987782
[133,] 1.0734482 1.1772194 0.9425775 1.0001156
[134,] 1.0738865 1.1773515 0.9428288 1.0006547
[135,] 1.0743242 1.1774822 0.9430790 1.0011963
[136,] 1.0753066 1.1777715 0.9436381 1.0024237
[137,] 1.0754155 1.1778033 0.9436999 1.0025608
[138,] 1.0759596 1.1779608 0.9440078 1.0032487
[139,] 1.0762857 1.1780543 0.9441917 1.0036632
[140,] 1.0770449 1.1782697 0.9446185 1.0046356
[141,] 1.0779103 1.1785111 0.9451022 1.0057557
[142,] 1.0781263 1.1785706 0.9452224 1.0060372
[143,] 1.0799557 1.1790638 0.9462330 1.0084535
[144,] 1.0819874 1.1795880 0.9473388 1.0112028
[145,] 1.0827326 1.1797740 0.9477399 1.0122285
[146,] 1.0843234 1.1801597 0.9485883 1.0144491
[147,] 1.0847462 1.1802596 0.9488120 1.0150463
[148,] 1.0851686 1.1803583 0.9490346 1.0156457
[149,] 1.0862218 1.1805997 0.9495866 1.0171533
[150,] 1.0868521 1.1807409 0.9499147 1.0180639
[151,] 1.0875859 1.1809022 0.9502946 1.0191320
[152,] 1.0887353 1.1811481 0.9508851 1.0208226
[153,] 1.0920547 1.1818121 0.9525604 1.0258211
[154,] 1.0934954 1.1820789 0.9532739 1.0280440
[155,] 1.0937006 1.1821158 0.9533749 1.0283633
[156,] 1.0952352 1.1823834 0.9541248 1.0307716
[157,] 1.0954392 1.1824179 0.9542238 1.0310945
[158,] 1.0960503 1.1825194 0.9545195 1.0320656
[159,] 1.0980777 1.1828389 0.9554904 1.0353288
[160,] 1.0982796 1.1828693 0.9555862 1.0356573
[161,] 1.0994881 1.1830452 0.9561569 1.0376362
[162,] 1.1006913 1.1832107 0.9567199 1.0396287
[163,] 1.1007913 1.1832240 0.9567665 1.0397954
[164,] 1.1009913 1.1832504 0.9568595 1.0401290
[165,] 1.1015902 1.1833280 0.9571374 1.0411320
[166,] 1.1030815 1.1835111 0.9578246 1.0436540
[167,] 1.1046631 1.1836895 0.9585469 1.0463667
[168,] 1.1051554 1.1837419 0.9587705 1.0472191
[169,] 1.1064311 1.1838704 0.9593475 1.0494455
[170,] 1.1070177 1.1839261 0.9596119 1.0504779
[171,] 1.1082843 1.1840395 0.9601807 1.0527250
[172,] 1.1084786 1.1840560 0.9602677 1.0530720
[173,] 1.1102207 1.1841949 0.9610464 1.0562085
[174,] 1.1116631 1.1842976 0.9616900 1.0588417
[175,] 1.1158448 1.1845380 0.9635638 1.0666670
[176,] 1.1163152 1.1845603 0.9637763 1.0675659
[177,] 1.1165969 1.1845732 0.9639038 1.0681062
[178,] 1.1181864 1.1846406 0.9646272 1.0711813
[179,] 1.1201328 1.1847111 0.9655232 1.0750122
[180,] 1.1204092 1.1847201 0.9656515 1.0755624
[181,] 1.1211444 1.1847430 0.9659942 1.0770334
[182,] 1.1223329 1.1847765 0.9665529 1.0794351
[183,] 1.1224239 1.1847789 0.9665959 1.0796204
[184,] 1.1231509 1.1847972 0.9669411 1.0811061
[185,] 1.1271814 1.1848751 0.9689050 1.0895629
[186,] 1.1274464 1.1848789 0.9690375 1.0901326
[187,] 1.1292008 1.1849014 0.9699276 1.0939491
[188,] 1.1303294 1.1849132 0.9705128 1.0964469
[189,] 1.1309332 1.1849188 0.9708303 1.0977973
[190,] 1.1323881 1.1849307 0.9716085 1.1010925
[191,] 1.1329824 1.1849350 0.9719321 1.1024556
[192,] 1.1340786 1.1849422 0.9725383 1.1049967
[193,] 1.1342464 1.1849433 0.9726321 1.1053888
[194,] 1.1347483 1.1849465 0.9729146 1.1065666
[195,] 1.1359939 1.1849543 0.9736275 1.1095222
[196,] 1.1377152 1.1849666 0.9746409 1.1136860
[197,] 1.1383640 1.1849720 0.9750317 1.1152800
[198,] 1.1384448 1.1849727 0.9750807 1.1154795
[199,] 1.1410773 1.1850039 0.9767212 1.1220999
[200,] 1.1427944 1.1850352 0.9778393 1.1265499
[201,] 1.1448593 1.1850899 0.9792388 1.1320473
[202,] 1.1476843 1.1852062 0.9812647 1.1398424
[203,] 1.1484842 1.1852502 0.9818647 1.1421093
[204,] 1.1486287 1.1852587 0.9819744 1.1425219
[205,] 1.1494905 1.1853138 0.9826377 1.1450000
[206,] 1.1518106 1.1855014 0.9845062 1.1518342
[207,] 1.1522934 1.1855486 0.9849117 1.1532870
[208,] 1.1537218 1.1857073 0.9861494 1.1576508
[209,] 1.1552523 1.1859125 0.9875444 1.1624383
[210,] 1.1553180 1.1859222 0.9876060 1.1626466
[211,] 1.1560366 1.1860333 0.9882896 1.1649389
[212,] 1.1561663 1.1860544 0.9884150 1.1653558
[213,] 1.1566184 1.1861305 0.9888567 1.1668153
[214,] 1.1566827 1.1861416 0.9889201 1.1670239
[215,] 1.1576392 1.1863180 0.9898828 1.1701533
[216,] 1.1578916 1.1863679 0.9901430 1.1709882
[217,] 1.1633980 1.1878806 0.9965776 1.1901895
[218,] 1.1636244 1.1879624 0.9968784 1.1910226
[219,] 1.1659401 1.1888999 1.0001533 1.1997490
[220,] 1.1667930 1.1892944 1.0014588 1.2030602
[221,] 1.1681456 1.1899784 1.0036519 1.2084193
[222,] 1.1681968 1.1900058 1.0037381 1.2086248
[223,] 1.1692088 1.1905692 1.0054904 1.2127241
[224,] 1.1697061 1.1908624 1.0063876 1.2147654
[225,] 1.1704899 1.1913472 1.0078530 1.2180185
[226,] 1.1719213 1.1923076 1.0107027 1.2240708
[227,] 1.1734851 1.1934752 1.0140963 1.2308444
[228,] 1.1735752 1.1935465 1.0143014 1.2312396
[229,] 1.1740673 1.1939435 1.0154403 1.2334069
[230,] 1.1763959 1.1960140 1.0212957 1.2438619
[231,] 1.1816005 1.2019880 1.0379678 1.2684333
[232,] 1.1861426 1.2093283 1.0592882 1.2914882
[233,] 1.1866925 1.2103968 1.0625328 1.2943705
[234,] 1.1872974 1.2116244 1.0663086 1.2975505
[235,] 1.1893512 1.2162235 1.0809078 1.3082620
[236,] 1.1904210 1.2188813 1.0896760 1.3136081
[237,] 1.1911031 1.2206573 1.0956741 1.3168455
[238,] 1.1913776 1.2213885 1.0981772 1.3181045
[239,] 1.1919550 1.2229535 1.1036036 1.3206616
[240,] 1.1925375 1.2245651 1.1092978 1.3231099
[241,] 1.1927597 1.2251866 1.1115253 1.3240068
[242,] 1.1978578 1.2398526 1.1679348 1.3388174
[243,] 1.1981343 1.2406456 1.1710316 1.3393311
[244,] 1.2027343 1.2534136 1.2173500 1.3457176
> str(pExT <- vapply(SmPen001TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT
num [1:244, 1:14] 1 1.1 1.12 1.15 1.17 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.003367 1.511844 0.5158908 0.2822302 0.5788122 0.7421955 0.6905152 0.8976939 0.6558378 0.7269669
[2,] 1.104262 1.597810 0.6276129 0.3333466 0.6415701 0.8859412 0.7497345 0.9861059 0.6812390 0.7864873
[3,] 1.116835 1.607669 0.6402186 0.3393294 0.6486830 0.9027823 0.7565646 0.9975076 0.6833896 0.7939691
[4,] 1.146532 1.630323 0.6689630 0.3531983 0.6649216 0.9415692 0.7722529 1.0244927 0.6879054 0.8116123
[5,] 1.167861 1.646080 0.6887537 0.3629540 0.6761489 0.9685591 0.7831475 1.0438359 0.6908000 0.8241747
[6,] 1.196343 1.666503 0.7141261 0.3757462 0.6906629 1.0034631 0.7972282 1.0694984 0.6944146 0.8406558
[7,] 1.197827 1.667548 0.7154159 0.3764058 0.6914056 1.0052456 0.7979474 1.0708279 0.6945987 0.8415024
[8,] 1.217572 1.681296 0.7322878 0.3851250 0.7011768 1.0286319 0.8073890 1.0884306 0.6970380 0.8526357
[9,] 1.239771 1.696397 0.7506235 0.3948050 0.7119350 1.0541804 0.8177455 1.1079245 0.6998115 0.8648170
[10,] 1.274899 1.719576 0.7783284 0.4098872 0.7285499 1.0930172 0.8336936 1.1377740 0.7044991 0.8832400
[11,] 1.284262 1.725615 0.7854518 0.4138633 0.7329097 1.1030430 0.8378724 1.1454810 0.7058360 0.8879554
[12,] 1.285337 1.726304 0.7862628 0.4143187 0.7334088 1.1041854 0.8383505 1.1463585 0.7059920 0.8884913
[13,] 1.288299 1.728201 0.7884898 0.4155722 0.7347821 1.1073234 0.8396662 1.1487680 0.7064247 0.8899615
[14,] 1.294787 1.732337 0.7933318 0.4183126 0.7377834 1.1141509 0.8425406 1.1540053 0.7073873 0.8931517
[15,] 1.301585 1.736642 0.7983506 0.4211754 0.7409178 1.1212343 0.8455412 1.1594293 0.7084184 0.8964475
[16,] 1.309246 1.741461 0.8039410 0.4243917 0.7444392 1.1291321 0.8489105 1.1654623 0.7096100 0.9001036
[17,] 1.324996 1.751261 0.8152195 0.4309730 0.7516484 1.1450876 0.8558016 1.1775895 0.7121665 0.9074178
[18,] 1.328897 1.753666 0.8179683 0.4325965 0.7534284 1.1489805 0.8575006 1.1805333 0.7128233 0.9091849
[19,] 1.334490 1.757100 0.8218803 0.4349207 0.7559783 1.1545233 0.8599318 1.1847128 0.7137825 0.9116870
[20,] 1.377555 1.782989 0.8508346 0.4526621 0.7755218 1.1956219 0.8784556 1.2151295 0.7219015 0.9295655
[21,] 1.379588 1.784188 0.8521511 0.4534932 0.7764406 1.1974930 0.8793228 1.2164844 0.7223179 0.9303451
[22,] 1.404813 1.798903 0.8681329 0.4637679 0.7878242 1.2202143 0.8900528 1.2326685 0.7277271 0.9395540
[23,] 1.424498 1.810187 0.8801494 0.4717369 0.7966812 1.2373007 0.8983939 1.2444845 0.7322293 0.9461783
[24,] 1.429313 1.812922 0.8830292 0.4736800 0.7988444 1.2413947 0.9004315 1.2472674 0.7333640 0.9477288
[25,] 1.445077 1.821806 0.8922965 0.4800263 0.8059183 1.2545656 0.9070990 1.2560862 0.7371634 0.9526244
[26,] 1.456708 1.828297 0.8989787 0.4846946 0.8111303 1.2640566 0.9120178 1.2623084 0.7400435 0.9560667
[27,] 1.468435 1.834787 0.9055833 0.4893893 0.8163786 1.2734307 0.9169786 1.2683383 0.7430067 0.9593967
[28,] 1.481506 1.841959 0.9127914 0.4946094 0.8222220 1.2836515 0.9225132 1.2747747 0.7463741 0.9629475
[29,] 1.485575 1.844179 0.9150027 0.4962318 0.8240398 1.2867847 0.9242377 1.2767176 0.7474352 0.9640192
[30,] 1.489656 1.846398 0.9172045 0.4978576 0.8258620 1.2899031 0.9259679 1.2786368 0.7485050 0.9650780
[31,] 1.490599 1.846911 0.9177113 0.4982332 0.8262831 1.2906207 0.9263679 1.2790763 0.7487531 0.9653206
[32,] 1.495009 1.849301 0.9200695 0.4999884 0.8282514 1.2939588 0.9282390 1.2811107 0.7499168 0.9664434
[33,] 1.495324 1.849472 0.9202375 0.5001139 0.8283922 1.2941966 0.9283729 1.2812549 0.7500002 0.9665231
[34,] 1.495955 1.849813 0.9205734 0.5003650 0.8286738 1.2946719 0.9286408 1.2815430 0.7501674 0.9666821
[35,] 1.517571 1.861425 0.9318570 0.5089486 0.8383120 1.3106173 0.9378339 1.2909956 0.7559625 0.9719149
[36,] 1.522059 1.863816 0.9341470 0.5107272 0.8403113 1.3138476 0.9397477 1.2928582 0.7571817 0.9729505
[37,] 1.538519 1.872527 0.9423913 0.5172399 0.8476387 1.3254582 0.9467834 1.2993966 0.7616933 0.9766019
[38,] 1.539817 1.873210 0.9430314 0.5177529 0.8482163 1.3263583 0.9473395 1.2998929 0.7620517 0.9768802
[39,] 1.542092 1.874406 0.9441493 0.5186515 0.8492282 1.3279297 0.9483144 1.3007555 0.7626803 0.9773643
[40,] 1.549261 1.878164 0.9476433 0.5214823 0.8524169 1.3328373 0.9513913 1.3034180 0.7646683 0.9788623
[41,] 1.551550 1.879360 0.9487489 0.5223851 0.8534343 1.3343888 0.9523746 1.3042495 0.7653047 0.9793314
[42,] 1.559748 1.883633 0.9526733 0.5256178 0.8570784 1.3398899 0.9559031 1.3071576 0.7675920 0.9809770
[43,] 1.564357 1.886025 0.9548542 0.5274339 0.8591265 1.3429431 0.9578908 1.3087439 0.7688827 0.9818781
[44,] 1.566666 1.887222 0.9559401 0.5283435 0.8601525 1.3444622 0.9588879 1.3095257 0.7695305 0.9823232
[45,] 1.571295 1.889615 0.9581029 0.5301658 0.8622086 1.3474854 0.9608885 1.3110663 0.7708311 0.9832023
[46,] 1.576933 1.892521 0.9607128 0.5323842 0.8647125 1.3511293 0.9633295 1.3128964 0.7724191 0.9842500
[47,] 1.578595 1.893376 0.9614770 0.5330379 0.8654505 1.3521953 0.9640499 1.3134262 0.7728879 0.9845540
[48,] 1.598332 1.903468 0.9703755 0.5407923 0.8742104 1.3645753 0.9726355 1.3193886 0.7784766 0.9879984
[49,] 1.598669 1.903639 0.9705244 0.5409244 0.8743597 1.3647819 0.9727824 1.3194851 0.7785721 0.9880545
[50,] 1.632318 1.920591 0.9849468 0.5541122 0.8892796 1.3846932 0.9875513 1.3283020 0.7881578 0.9932336
[51,] 1.637130 1.922991 0.9869345 0.5559951 0.8914118 1.3874201 0.9896768 1.3294333 0.7895310 0.9939064
[52,] 1.641610 1.925219 0.9887685 0.5577476 0.8933968 1.3899320 0.9916587 1.3304586 0.7908095 0.9945179
[53,] 1.644718 1.926762 0.9900315 0.5589632 0.8947738 1.3916595 0.9930355 1.3311544 0.7916964 0.9949339
[54,] 1.652685 1.930707 0.9932346 0.5620782 0.8983034 1.3960315 0.9965715 1.3328806 0.7939695 0.9959696
[55,] 1.654075 1.931393 0.9937880 0.5626212 0.8989188 1.3967855 0.9971890 1.3331732 0.7943657 0.9961457
[56,] 1.656509 1.932594 0.9947539 0.5635724 0.8999969 1.3981004 0.9982715 1.3336799 0.7950597 0.9964510
[57,] 1.656857 1.932766 0.9948916 0.5637084 0.9001510 1.3982878 0.9984264 1.3337518 0.7951589 0.9964943
[58,] 1.667327 1.937915 0.9989912 0.5677987 0.9047882 1.4038537 1.0030940 1.3358423 0.7981419 0.9977601
[59,] 1.690222 1.949082 1.0076610 0.5767351 0.9149253 1.4155396 1.0133576 1.3399515 0.8046438 1.0002910
[60,] 1.691640 1.949770 1.0081849 0.5772884 0.9155532 1.4162417 1.0139959 1.3401859 0.8050453 1.0004378
[61,] 1.697680 1.952693 1.0103990 0.5796442 0.9182269 1.4192035 1.0167180 1.3411586 0.8067533 1.0010511
[62,] 1.698392 1.953037 1.0106582 0.5799219 0.9185420 1.4195496 1.0170391 1.3412705 0.8069544 1.0011221
[63,] 1.699104 1.953381 1.0109170 0.5801996 0.9188572 1.4198952 1.0173605 1.3413819 0.8071555 1.0011929
[64,] 1.699816 1.953725 1.0111756 0.5804774 0.9191726 1.4202402 1.0176821 1.3414928 0.8073567 1.0012634
[65,] 1.702312 1.954929 1.0120784 0.5814506 0.9202772 1.4214440 1.0188092 1.3418768 0.8080609 1.0015085
[66,] 1.716276 1.961642 1.0170444 0.5868947 0.9264585 1.4280366 1.0251334 1.3439004 0.8119896 1.0028234
[67,] 1.716636 1.961814 1.0171703 0.5870348 0.9266176 1.4282031 1.0252966 1.3439497 0.8120904 1.0028560
[68,] 1.717355 1.962159 1.0174219 0.5873151 0.9269358 1.4285357 1.0256230 1.3440480 0.8122921 1.0029211
[69,] 1.738326 1.972154 1.0245925 0.5954866 0.9362178 1.4379539 1.0351720 1.3466787 0.8181449 1.0047220
[70,] 1.748897 1.977157 1.0280885 0.5996046 0.9408970 1.4424965 1.0400043 1.3478381 0.8210734 1.0055640
[71,] 1.750360 1.977847 1.0285662 0.6001743 0.9415444 1.4431143 1.0406738 1.3479899 0.8214774 1.0056774
[72,] 1.753655 1.979401 1.0296372 0.6014577 0.9430028 1.4444963 1.0421826 1.3483246 0.8223866 1.0059300
[73,] 1.755121 1.980091 1.0301114 0.6020287 0.9436518 1.4451070 1.0428543 1.3484703 0.8227907 1.0060412
[74,] 1.756221 1.980609 1.0304664 0.6024573 0.9441388 1.4455637 1.0433585 1.3485782 0.8230938 1.0061242
[75,] 1.760997 1.982854 1.0319980 0.6043171 0.9462526 1.4475282 1.0455480 1.3490336 0.8244073 1.0064799
[76,] 1.763205 1.983890 1.0327012 0.6051770 0.9472299 1.4484272 1.0465609 1.3492371 0.8250137 1.0066420
[77,] 1.769843 1.987000 1.0347971 0.6077622 0.9501686 1.4510945 1.0496086 1.3498218 0.8268329 1.0071203
[78,] 1.775392 1.989593 1.0365283 0.6099232 0.9526251 1.4532832 1.0521585 1.3502802 0.8283492 1.0075103
[79,] 1.776875 1.990285 1.0369877 0.6105004 0.9532813 1.4538615 1.0528400 1.3503980 0.8287536 1.0076131
[80,] 1.780214 1.991841 1.0380177 0.6118008 0.9547596 1.4551548 1.0543757 1.3506563 0.8296635 1.0078425
[81,] 1.781329 1.992360 1.0383600 0.6122347 0.9552530 1.4555833 1.0548883 1.3507403 0.8299668 1.0079184
[82,] 1.791759 1.997204 1.0415293 0.6162964 0.9598709 1.4595223 1.0596897 1.3514749 0.8327967 1.0086140
[83,] 1.792132 1.997377 1.0416416 0.6164418 0.9600363 1.4596610 1.0598617 1.3514995 0.8328978 1.0086384
[84,] 1.794749 1.998589 1.0424266 0.6174607 0.9611948 1.4606275 1.0610671 1.3516685 0.8336049 1.0088087
[85,] 1.798493 2.000321 1.0435432 0.6189186 0.9628524 1.4619961 1.0627922 1.3519003 0.8346148 1.0090498
[86,] 1.798867 2.000494 1.0436546 0.6190645 0.9630184 1.4621322 1.0629650 1.3519229 0.8347158 1.0090738
[87,] 1.799992 2.001013 1.0439883 0.6195025 0.9635164 1.4625395 1.0634833 1.3519899 0.8350187 1.0091456
[88,] 1.812781 2.006904 1.0477374 0.6244832 0.9691801 1.4670663 1.0693821 1.3526797 0.8384477 1.0099446
[89,] 1.816936 2.008812 1.0489375 0.6261013 0.9710203 1.4684951 1.0712996 1.3528757 0.8395555 1.0101979
[90,] 1.817692 2.009158 1.0491550 0.6263959 0.9713553 1.4687530 1.0716488 1.3529099 0.8397567 1.0102438
[91,] 1.818449 2.009505 1.0493724 0.6266906 0.9716904 1.4690103 1.0719980 1.3529437 0.8399580 1.0102895
[92,] 1.818827 2.009679 1.0494810 0.6268380 0.9718580 1.4691387 1.0721727 1.3529604 0.8400586 1.0103123
[93,] 1.820341 2.010372 1.0499149 0.6274278 0.9725287 1.4696510 1.0728718 1.3530262 0.8404610 1.0104035
[94,] 1.832876 2.016099 1.0534652 0.6323105 0.9780816 1.4737877 1.0786613 1.3535038 0.8437748 1.0111460
[95,] 1.834782 2.016967 1.0539987 0.6330529 0.9789259 1.4744005 1.0795419 1.3535660 0.8442760 1.0112572
[96,] 1.837071 2.018009 1.0546373 0.6339448 0.9799402 1.4751311 1.0805997 1.3536372 0.8448770 1.0113901
[97,] 1.846636 2.022352 1.0572812 0.6376717 0.9841787 1.4781182 1.0850206 1.3538933 0.8473781 1.0119397
[98,] 1.849706 2.023742 1.0581216 0.6388680 0.9855393 1.4790548 1.0864399 1.3539616 0.8481773 1.0121143
[99,] 1.854704 2.026002 1.0594815 0.6408157 0.9877546 1.4805568 1.0887507 1.3540584 0.8494750 1.0123970
[100,] 1.857786 2.027393 1.0603149 0.6420167 0.9891205 1.4814689 1.0901755 1.3541094 0.8502730 1.0125704
[101,] 1.861644 2.029133 1.0613531 0.6435203 0.9908308 1.4825960 1.0919595 1.3541641 0.8512698 1.0127868
[102,] 1.862803 2.029655 1.0616638 0.6439720 0.9913446 1.4829313 1.0924954 1.3541785 0.8515687 1.0128516
[103,] 1.863576 2.030003 1.0618707 0.6442732 0.9916872 1.4831541 1.0928528 1.3541876 0.8517679 1.0128948
[104,] 1.867057 2.031569 1.0628001 0.6456301 0.9932307 1.4841496 1.0944627 1.3542236 0.8526642 1.0130891
[105,] 1.868606 2.032266 1.0632121 0.6462338 0.9939176 1.4845883 1.0951790 1.3542370 0.8530623 1.0131753
[106,] 1.871708 2.033658 1.0640345 0.6474426 0.9952928 1.4854587 1.0966133 1.3542590 0.8538584 1.0133478
[107,] 1.873260 2.034355 1.0644447 0.6480477 0.9959812 1.4858904 1.0973312 1.3542677 0.8542563 1.0134340
[108,] 1.876757 2.035922 1.0653658 0.6494106 0.9975320 1.4868534 1.0989483 1.3542813 0.8551512 1.0136280
[109,] 1.882598 2.038536 1.0668946 0.6516871 1.0001225 1.4884325 1.1016491 1.3542864 0.8566418 1.0139515
[110,] 1.886501 2.040279 1.0679095 0.6532080 1.0018536 1.4894673 1.1034536 1.3542775 0.8576350 1.0141675
[111,] 1.889628 2.041674 1.0687191 0.6544267 1.0032409 1.4902848 1.1048994 1.3542636 0.8584292 1.0143406
[112,] 1.891585 2.042545 1.0692241 0.6551892 1.0041089 1.4907911 1.1058040 1.3542517 0.8589255 1.0144490
[113,] 1.900215 2.046383 1.0714366 0.6585522 1.0079382 1.4929765 1.1097932 1.3541719 0.8611084 1.0149277
[114,] 1.909273 2.050399 1.0737345 0.6620814 1.0119585 1.4951875 1.1139792 1.3540417 0.8633900 1.0154325
[115,] 1.914014 2.052495 1.0749275 0.6639282 1.0140630 1.4963113 1.1161693 1.3539555 0.8645806 1.0156982
[116,] 1.917180 2.053893 1.0757208 0.6651615 1.0154687 1.4970492 1.1176316 1.3538912 0.8653744 1.0158763
[117,] 1.920350 2.055291 1.0765125 0.6663963 1.0168764 1.4977781 1.1190958 1.3538216 0.8661684 1.0160553
[118,] 1.923525 2.056689 1.0773025 0.6676328 1.0182863 1.4984979 1.1205618 1.3537467 0.8669626 1.0162353
[119,] 1.925114 2.057389 1.0776970 0.6682517 1.0189920 1.4988545 1.1212954 1.3537073 0.8673598 1.0163256
[120,] 1.925512 2.057564 1.0777956 0.6684065 1.0191686 1.4989433 1.1214789 1.3536973 0.8674591 1.0163483
[121,] 1.931084 2.060012 1.0791729 0.6705760 1.0216433 1.5001715 1.1240506 1.3535483 0.8688499 1.0166668
[122,] 1.934274 2.061412 1.0799580 0.6718179 1.0230604 1.5008610 1.1255225 1.3534564 0.8696451 1.0168504
[123,] 1.946276 2.066665 1.0828904 0.6764893 1.0283934 1.5033670 1.1310576 1.3530688 0.8726309 1.0175503
[124,] 1.955118 2.070520 1.0850300 0.6799291 1.0323235 1.5051251 1.1351316 1.3527436 0.8748252 1.0180762
[125,] 1.955521 2.070695 1.0851271 0.6800857 1.0325026 1.5052034 1.1353171 1.3527281 0.8749250 1.0181004
[126,] 1.957132 2.071397 1.0855152 0.6807125 1.0332190 1.5055153 1.1360593 1.3526651 0.8753246 1.0181974
[127,] 1.959552 2.072449 1.0860968 0.6816534 1.0342947 1.5059790 1.1371733 1.3525687 0.8759242 1.0183437
[128,] 1.964802 2.074729 1.0873552 0.6836950 1.0366296 1.5069666 1.1395901 1.3523517 0.8772247 1.0186640
[129,] 1.967230 2.075782 1.0879351 0.6846386 1.0377091 1.5074145 1.1407069 1.3522479 0.8778257 1.0188134
[130,] 1.967635 2.075957 1.0880318 0.6847960 1.0378891 1.5074887 1.1408932 1.3522304 0.8779259 1.0188384
[131,] 1.970065 2.077010 1.0886111 0.6857406 1.0389701 1.5079310 1.1420110 1.3521240 0.8785274 1.0189890
[132,] 1.970470 2.077186 1.0887077 0.6858981 1.0391504 1.5080042 1.1421974 1.3521060 0.8786277 1.0190142
[133,] 1.974527 2.078941 1.0896722 0.6874746 1.0409551 1.5087291 1.1440628 1.3519232 0.8796314 1.0192679
[134,] 1.976152 2.079644 1.0900576 0.6881059 1.0416779 1.5090153 1.1448096 1.3518484 0.8800333 1.0193703
[135,] 1.977778 2.080346 1.0904429 0.6887375 1.0424012 1.5092993 1.1455568 1.3517726 0.8804354 1.0194731
[136,] 1.981440 2.081927 1.0913092 0.6901601 1.0440308 1.5099307 1.1472393 1.3515988 0.8813410 1.0197065
[137,] 1.981847 2.082103 1.0914054 0.6903183 1.0442120 1.5100001 1.1474264 1.3515792 0.8814417 1.0197326
[138,] 1.983885 2.082981 1.0918862 0.6911096 1.0451187 1.5103456 1.1483621 1.3514803 0.8819455 1.0198635
[139,] 1.985108 2.083509 1.0921746 0.6915846 1.0456631 1.5105513 1.1489238 1.3514203 0.8822479 1.0199425
[140,] 1.987965 2.084739 1.0928472 0.6926938 1.0469346 1.5110267 1.1502352 1.3512785 0.8829542 1.0201280
[141,] 1.991234 2.086146 1.0936153 0.6939629 1.0483898 1.5115622 1.1517354 1.3511131 0.8837624 1.0203420
[142,] 1.992052 2.086497 1.0938073 0.6942804 1.0487539 1.5116948 1.1521106 1.3510712 0.8839647 1.0203959
[143,] 1.999016 2.089488 1.0954377 0.6969829 1.0518547 1.5128012 1.1553040 1.3507069 0.8856866 1.0208596
[144,] 2.006823 2.092832 1.0972578 0.7000111 1.0553319 1.5139945 1.1588807 1.3502829 0.8876176 1.0213899
[145,] 2.009706 2.094065 1.0979279 0.7011288 1.0566162 1.5144227 1.1602004 1.3501224 0.8883309 1.0215886
[146,] 2.015895 2.096707 1.0993634 0.7035276 1.0593738 1.5153203 1.1630318 1.3497711 0.8898630 1.0220200
[147,] 2.017549 2.097412 1.0997461 0.7041682 1.0601105 1.5155550 1.1637877 1.3496758 0.8902724 1.0221364
[148,] 2.019203 2.098117 1.1001287 0.7048090 1.0608477 1.5157878 1.1645438 1.3495798 0.8906822 1.0222533
[149,] 2.023343 2.099880 1.1010853 0.7064128 1.0626932 1.5163613 1.1664357 1.3493370 0.8917083 1.0225480
[150,] 2.025831 2.100939 1.1016591 0.7073761 1.0638022 1.5166998 1.1675717 1.3491893 0.8923251 1.0227265
[151,] 2.028737 2.102173 1.1023287 0.7085010 1.0650975 1.5170892 1.1688980 1.3490153 0.8930458 1.0229362
[152,] 2.033310 2.104114 1.1033809 0.7102709 1.0671364 1.5176897 1.1709841 1.3487382 0.8941808 1.0232691
[153,] 2.046661 2.109765 1.1064435 0.7154344 1.0730905 1.5193573 1.1770653 1.3479083 0.8975007 1.0242597
[154,] 2.052525 2.112240 1.1077848 0.7177003 1.0757058 1.5200506 1.1797314 1.3475352 0.8989619 1.0247033
[155,] 2.053364 2.112593 1.1079765 0.7180243 1.0760799 1.5201479 1.1801125 1.3474814 0.8991711 1.0247672
[156,] 2.059664 2.115246 1.1094150 0.7204573 1.0788898 1.5208637 1.1829731 1.3470747 0.9007438 1.0252500
[157,] 2.060506 2.115600 1.1096070 0.7207821 1.0792649 1.5209573 1.1833547 1.3470200 0.9009540 1.0253149
[158,] 2.063031 2.116662 1.1101829 0.7217568 1.0803912 1.5212355 1.1845001 1.3468554 0.9015852 1.0255103
[159,] 2.071468 2.120202 1.1121052 0.7250115 1.0841531 1.5221352 1.1883220 1.3463007 0.9036973 1.0261692
[160,] 2.072313 2.120557 1.1122977 0.7253374 1.0845299 1.5222229 1.1887045 1.3462448 0.9039092 1.0262357
[161,] 2.077391 2.122682 1.1134532 0.7272946 1.0867934 1.5227402 1.1910006 1.3459075 0.9051831 1.0266373
[162,] 2.082478 2.124809 1.1146105 0.7292548 1.0890611 1.5232428 1.1932987 1.3455676 0.9064617 1.0270428
[163,] 2.082903 2.124987 1.1147070 0.7294182 1.0892502 1.5232840 1.1934903 1.3455391 0.9065685 1.0270768
[164,] 2.083752 2.125341 1.1149001 0.7297453 1.0896286 1.5233661 1.1938735 1.3454822 0.9067821 1.0271448
[165,] 2.086300 2.126405 1.1154796 0.7307268 1.0907645 1.5236102 1.1950234 1.3453110 0.9074238 1.0273496
[166,] 2.092684 2.129066 1.1169307 0.7331838 1.0936085 1.5242046 1.1979003 1.3448808 0.9090333 1.0278657
[167,] 2.099511 2.131906 1.1184822 0.7358095 1.0966488 1.5248144 1.2009717 1.3444188 0.9107587 1.0284228
[168,] 2.101648 2.132794 1.1189679 0.7366311 1.0976003 1.5250000 1.2019321 1.3442739 0.9112998 1.0285982
[169,] 2.107212 2.135103 1.1202327 0.7387694 1.1000772 1.5254713 1.2044304 1.3438960 0.9127109 1.0290574
[170,] 2.109785 2.136169 1.1208176 0.7397575 1.1012219 1.5256834 1.2055840 1.3437212 0.9133643 1.0292708
[171,] 2.115367 2.138480 1.1220870 0.7419007 1.1037051 1.5261318 1.2080847 1.3433416 0.9147847 1.0297364
[172,] 2.116227 2.138836 1.1222826 0.7422307 1.1040875 1.5261994 1.2084695 1.3432832 0.9150038 1.0298084
[173,] 2.123978 2.142038 1.1240467 0.7452042 1.1075336 1.5267916 1.2119347 1.3427565 0.9169831 1.0304612
[174,] 2.130456 2.144708 1.1255222 0.7476868 1.1104113 1.5272633 1.2148243 1.3423172 0.9186430 1.0310116
[175,] 2.149549 2.152550 1.1298820 0.7549932 1.1188820 1.5285362 1.2233092 1.3410313 0.9235732 1.0326598
[176,] 2.151727 2.153442 1.1303806 0.7558257 1.1198473 1.5286707 1.2242740 1.3408857 0.9241396 1.0328503
[177,] 2.153035 2.153978 1.1306802 0.7563255 1.1204267 1.5287505 1.2248530 1.3407984 0.9244802 1.0329649
[178,] 2.160459 2.157012 1.1323824 0.7591603 1.1237136 1.5291890 1.2281346 1.3403049 0.9264192 1.0336189
[179,] 2.169658 2.160764 1.1344972 0.7626693 1.1277818 1.5296999 1.2321897 1.3396981 0.9288374 1.0344375
[180,] 2.170974 2.161300 1.1348004 0.7631713 1.1283637 1.5297701 1.2327691 1.3396118 0.9291850 1.0345555
[181,] 2.174489 2.162731 1.1356105 0.7645105 1.1299162 1.5299542 1.2343143 1.3393818 0.9301148 1.0348712
[182,] 2.180209 2.165056 1.1369314 0.7666891 1.1324416 1.5302434 1.2368256 1.3390094 0.9316341 1.0353881
[183,] 2.180650 2.165235 1.1370332 0.7668568 1.1326360 1.5302651 1.2370187 1.3389808 0.9317514 1.0354281
[184,] 2.184177 2.166667 1.1378492 0.7681991 1.1341918 1.5304364 1.2385642 1.3387526 0.9326922 1.0357488
[185,] 2.204102 2.174729 1.1424824 0.7757695 1.1429635 1.5313177 1.2472580 1.3374830 0.9380626 1.0375870
[186,] 2.205435 2.175267 1.1427940 0.7762755 1.1435494 1.5313716 1.2478375 1.3373994 0.9384255 1.0377117
[187,] 2.214342 2.178855 1.1448807 0.7796519 1.1474594 1.5317166 1.2517007 1.3368452 0.9408607 1.0385496
[188,] 2.220147 2.181190 1.1462459 0.7818501 1.1500041 1.5319275 1.2542112 1.3364885 0.9424588 1.0391008
[189,] 2.223277 2.182447 1.1469840 0.7830348 1.1513753 1.5320369 1.2555628 1.3362977 0.9433244 1.0393998
[190,] 2.230895 2.185503 1.1487854 0.7859154 1.1547081 1.5322904 1.2588446 1.3358380 0.9454414 1.0401323
[191,] 2.234038 2.186762 1.1495309 0.7871028 1.1560816 1.5323899 1.2601955 1.3356504 0.9463193 1.0404366
[192,] 2.239884 2.189100 1.1509214 0.7893100 1.1586340 1.5325675 1.2627038 1.3353046 0.9479596 1.0410059
[193,] 2.240784 2.189460 1.1511361 0.7896498 1.1590268 1.5325940 1.2630896 1.3352517 0.9482131 1.0410940
[194,] 2.243487 2.190540 1.1517811 0.7906696 1.1602057 1.5326722 1.2642469 1.3350936 0.9489755 1.0413591
[195,] 2.250256 2.193242 1.1534011 0.7932215 1.1631547 1.5328593 1.2671392 1.3347018 0.9508936 1.0420269
[196,] 2.259760 2.197027 1.1556879 0.7967999 1.1672876 1.5331018 1.2711860 1.3341622 0.9536087 1.0429749
[197,] 2.263389 2.198469 1.1565649 0.7981648 1.1688632 1.5331884 1.2727267 1.3339595 0.9546524 1.0433401
[198,] 2.263843 2.198650 1.1566748 0.7983355 1.1690602 1.5331990 1.2729193 1.3339343 0.9547832 1.0433859
[199,] 2.278864 2.204607 1.1603299 0.8039762 1.1755664 1.5335231 1.2792689 1.3331167 0.9591459 1.0449175
[200,] 2.288921 2.208584 1.1627998 0.8077454 1.1799091 1.5337123 1.2834962 1.3325876 0.9621037 1.0459607
[201,] 2.301313 2.213470 1.1658689 0.8123805 1.1852437 1.5339162 1.2886771 1.3319561 0.9657882 1.0472661
[202,] 2.318842 2.220357 1.1702626 0.8189209 1.1927590 1.5341519 1.2959534 1.3311012 0.9710760 1.0491518
[203,] 2.323936 2.222353 1.1715514 0.8208177 1.1949359 1.5342092 1.2980560 1.3308612 0.9726292 1.0497086
[204,] 2.324863 2.222716 1.1717865 0.8211627 1.1953317 1.5342192 1.2984381 1.3308180 0.9729127 1.0498103
[205,] 2.330432 2.224895 1.1732028 0.8232341 1.1977071 1.5342754 1.3007295 1.3305608 0.9746206 1.0504245
[206,] 2.345800 2.230893 1.1771470 0.8289399 1.2042418 1.5344018 1.3070191 1.3298748 0.9793802 1.0521452
[207,] 2.349070 2.232166 1.1779932 0.8301520 1.2056282 1.5344233 1.3083510 1.3297333 0.9804017 1.0525163
[208,] 2.358902 2.235989 1.1805523 0.8337919 1.2097881 1.5344773 1.3123413 1.3293176 0.9834914 1.0536431
[209,] 2.369707 2.240181 1.1833913 0.8377845 1.2143445 1.5345184 1.3167023 1.3288773 0.9869191 1.0549007
[210,] 2.370177 2.240363 1.1835156 0.8379582 1.2145426 1.5345198 1.3168917 1.3288585 0.9870692 1.0549559
[211,] 2.375359 2.242370 1.1848880 0.8398700 1.2167217 1.5345326 1.3189736 1.3286538 0.9887258 1.0555667
[212,] 2.376303 2.242735 1.1851385 0.8402178 1.2171179 1.5345345 1.3193518 1.3286170 0.9890281 1.0556784
[213,] 2.379606 2.244013 1.1860175 0.8414353 1.2185045 1.5345400 1.3206751 1.3284891 0.9900890 1.0560709
[214,] 2.380078 2.244195 1.1861434 0.8416093 1.2187026 1.5345407 1.3208641 1.3284709 0.9902409 1.0561271
[215,] 2.387170 2.246934 1.1880408 0.8442203 1.2216738 1.5345465 1.3236959 1.3282023 0.9925301 1.0569769
[216,] 2.389064 2.247665 1.1885496 0.8449169 1.2224660 1.5345468 1.3244502 1.3281318 0.9931439 1.0572054
[217,] 2.432946 2.264514 1.2006089 0.8609794 1.2406726 1.5344167 1.3416980 1.3266492 1.0076450 1.0626907
[218,] 2.434868 2.265249 1.2011493 0.8616791 1.2414632 1.5344054 1.3424431 1.3265909 1.0082919 1.0629395
[219,] 2.455121 2.272968 1.2069074 0.8690310 1.2497585 1.5342603 1.3502409 1.3260099 1.0151661 1.0656077
[220,] 2.462870 2.275913 1.2091415 0.8718335 1.2529149 1.5341928 1.3531983 1.3258039 1.0178232 1.0666510
[221,] 2.475503 2.280705 1.2128190 0.8763891 1.2580392 1.5340695 1.3579881 1.3254877 1.0221851 1.0683789
[222,] 2.475990 2.280889 1.2129616 0.8765643 1.2582362 1.5340645 1.3581719 1.3254760 1.0223540 1.0684461
[223,] 2.485743 2.284579 1.2158315 0.8800700 1.2621731 1.5339582 1.3618416 1.3252495 1.0257475 1.0698042
[224,] 2.490630 2.286426 1.2172793 0.8818233 1.2641400 1.5339017 1.3636717 1.3251415 1.0274560 1.0704925
[225,] 2.498466 2.289382 1.2196132 0.8846293 1.2672845 1.5338065 1.3665932 1.3249765 1.0302051 1.0716067
[226,] 2.513208 2.294932 1.2240472 0.8898930 1.2731721 1.5336135 1.3720479 1.3246927 1.0354094 1.0737391
[227,] 2.529996 2.301233 1.2291626 0.8958631 1.2798299 1.5333729 1.3781921 1.3244130 1.0413811 1.0762243
[228,] 2.530987 2.301604 1.2294664 0.8962145 1.2802210 1.5333581 1.3785523 1.3243980 1.0417347 1.0763727
[229,] 2.536438 2.303645 1.2311435 0.8981472 1.2823710 1.5332752 1.3805304 1.3243182 1.0436837 1.0771936
[230,] 2.563330 2.313683 1.2395184 0.9076438 1.2928973 1.5328384 1.3901752 1.3239993 1.0533504 1.0813323
[231,] 2.632020 2.339096 1.2616262 0.9316392 1.3191602 1.5315605 1.4139349 1.3237702 1.0782442 1.0925481
[232,] 2.708862 2.367164 1.2874342 0.9580926 1.3474200 1.5300056 1.4389725 1.3244725 1.1059225 1.1061798
[233,] 2.719826 2.371139 1.2911988 0.9618375 1.3513517 1.5297846 1.4424087 1.3246426 1.1098288 1.1082322
[234,] 2.732397 2.375689 1.2955384 0.9661229 1.3558280 1.5295335 1.4463059 1.3248564 1.1142912 1.1106221
[235,] 2.779393 2.392616 1.3119710 0.9820697 1.3722590 1.5286304 1.4604693 1.3258170 1.1308194 1.1199288
[236,] 2.806593 2.402356 1.3216219 0.9912498 1.3815460 1.5281448 1.4683714 1.3264745 1.1402775 1.1256037
[237,] 2.824836 2.408867 1.3281478 0.9973881 1.3876817 1.5278390 1.4735502 1.3269487 1.1465780 1.1295368
[238,] 2.832374 2.411552 1.3308560 0.9999200 1.3901947 1.5277180 1.4756616 1.3271510 1.1491712 1.1311926
[239,] 2.848575 2.417313 1.3367000 1.0053538 1.3955525 1.5274693 1.4801443 1.3275962 1.1547260 1.1348145
[240,] 2.865389 2.423277 1.3427962 1.0109806 1.4010490 1.5272289 1.4847161 1.3280704 1.1604633 1.1386659
[241,] 2.871917 2.425589 1.3451716 1.0131618 1.4031655 1.5271407 1.4864691 1.3282572 1.1626834 1.1401873
[242,] 3.030759 2.481211 1.4041815 1.0656313 1.4515537 1.5261381 1.5253846 1.3327758 1.2157560 1.1817514
[243,] 3.039264 2.484157 1.4073954 1.0684067 1.4539723 1.5261581 1.5272679 1.3330039 1.2185765 1.1841933
[244,] 3.165991 2.527703 1.4557426 1.1093435 1.4879366 1.5275554 1.5530172 1.3365569 1.2610652 1.2220636
n=220 n=340 n=510 n=760
[1,] 0.7572009 0.6432452 0.7988005 0.6777225
[2,] 0.8074632 0.7489099 0.7800672 0.7392092
[3,] 0.8125620 0.7617999 0.7798631 0.7452394
[4,] 0.8236552 0.7914356 0.7807228 0.7586757
[5,] 0.8309085 0.8119649 0.7824145 0.7677738
[6,] 0.8398153 0.8384134 0.7858455 0.7792751
[7,] 0.8402585 0.8397636 0.7860556 0.7798513
[8,] 0.8459950 0.8574930 0.7890933 0.7872704
[9,] 0.8521437 0.8769196 0.7929448 0.7950648
[10,] 0.8614266 0.9063935 0.7996296 0.8063181
[11,] 0.8638398 0.9139527 0.8014875 0.8091153
[12,] 0.8641157 0.9148123 0.8017020 0.8094318
[13,] 0.8648747 0.9171711 0.8022940 0.8102992
[14,] 0.8665324 0.9222920 0.8035947 0.8121780
[15,] 0.8682629 0.9275871 0.8049604 0.8141175
[16,] 0.8702070 0.9334674 0.8064993 0.8162721
[17,] 0.8741923 0.9452617 0.8096456 0.8206173
[18,] 0.8751783 0.9481197 0.8104182 0.8216793
[19,] 0.8765926 0.9521741 0.8115199 0.8231948
[20,] 0.8875609 0.9816570 0.8197419 0.8347645
[21,] 0.8880849 0.9829743 0.8201216 0.8353138
[22,] 0.8946664 0.9988112 0.8248266 0.8422126
[23,] 0.8999220 1.0105279 0.8285427 0.8477228
[24,] 0.9012261 1.0133113 0.8294609 0.8490902
[25,] 0.9055517 1.0222055 0.8324926 0.8536216
[26,] 0.9088026 1.0285595 0.8347547 0.8570189
[27,] 0.9121347 1.0347919 0.8370555 0.8604911
[28,] 0.9159177 1.0415402 0.8396426 0.8644153
[29,] 0.9171110 1.0435994 0.8404526 0.8656482
[30,] 0.9183149 1.0456450 0.8412668 0.8668898
[31,] 0.9185942 1.0461151 0.8414553 0.8671776
[32,] 0.9199053 1.0482997 0.8423380 0.8685264
[33,] 0.9199994 1.0484551 0.8424012 0.8686231
[34,] 0.9201879 1.0487658 0.8425278 0.8688167
[35,] 0.9267425 1.0591500 0.8468940 0.8755167
[36,] 0.9281278 1.0612455 0.8478098 0.8769230
[37,] 0.9332787 1.0687529 0.8512005 0.8821071
[38,] 0.9336896 1.0693331 0.8514702 0.8825170
[39,] 0.9344111 1.0703454 0.8519436 0.8832353
[40,] 0.9366987 1.0735016 0.8534428 0.8854996
[41,] 0.9374328 1.0744978 0.8539236 0.8862219
[42,] 0.9400795 1.0780241 0.8556553 0.8888069
[43,] 0.9415783 1.0799774 0.8566355 0.8902566
[44,] 0.9423323 1.0809482 0.8571284 0.8909818
[45,] 0.9438490 1.0828783 0.8581200 0.8924319
[46,] 0.9457065 1.0852014 0.8593344 0.8941917
[47,] 0.9462560 1.0858804 0.8596936 0.8947088
[48,] 0.9528453 1.0937409 0.8640018 0.9007791
[49,] 0.9529586 1.0938717 0.8640759 0.9008813
[50,] 0.9644138 1.1064026 0.8715689 0.9108160
[51,] 0.9660680 1.1081066 0.8726519 0.9121862
[52,] 0.9676106 1.1096734 0.8736625 0.9134491
[53,] 0.9686822 1.1107492 0.8743649 0.9143179
[54,] 0.9714329 1.1134656 0.8761701 0.9165169
[55,] 0.9719130 1.1139331 0.8764855 0.9168960
[56,] 0.9727544 1.1147477 0.8770384 0.9175572
[57,] 0.9728747 1.1148637 0.8771176 0.9176514
[58,] 0.9764972 1.1183011 0.8795030 0.9204480
[59,] 0.9844178 1.1254564 0.8847461 0.9263232
[60,] 0.9849078 1.1258834 0.8850718 0.9266775
[61,] 0.9869927 1.1276806 0.8864591 0.9281749
[62,] 0.9872382 1.1278902 0.8866226 0.9283502
[63,] 0.9874838 1.1280993 0.8867862 0.9285254
[64,] 0.9877294 1.1283081 0.8869499 0.9287004
[65,] 0.9885895 1.1290358 0.8875233 0.9293117
[66,] 0.9933893 1.1330007 0.8907294 0.9326878
[67,] 0.9935125 1.1331003 0.8908119 0.9327739
[68,] 0.9937589 1.1332994 0.8909767 0.9329458
[69,] 1.0009095 1.1388961 0.8957689 0.9379054
[70,] 1.0044840 1.1415677 0.8981675 0.9403776
[71,] 1.0049767 1.1419296 0.8984983 0.9407188
[72,] 1.0060851 1.1427378 0.8992422 0.9414869
[73,] 1.0065776 1.1430943 0.8995727 0.9418285
[74,] 1.0069469 1.1433607 0.8998206 0.9420848
[75,] 1.0085464 1.1445043 0.9008940 0.9431965
[76,] 1.0092841 1.1450262 0.9013891 0.9437104
[77,] 1.0114954 1.1465701 0.9028729 0.9452555
[78,] 1.0133354 1.1478311 0.9041073 0.9465480
[79,] 1.0138257 1.1481635 0.9044361 0.9468936
[80,] 1.0149279 1.1489052 0.9051753 0.9476725
[81,] 1.0152951 1.1491506 0.9054215 0.9479326
[82,] 1.0187155 1.1513956 0.9077146 0.9503736
[83,] 1.0188375 1.1514743 0.9077963 0.9504613
[84,] 1.0196904 1.1520220 0.9083679 0.9510759
[85,] 1.0209075 1.1527955 0.9091833 0.9519571
[86,] 1.0210291 1.1528723 0.9092647 0.9520455
[87,] 1.0213937 1.1531020 0.9095090 0.9523107
[88,] 1.0255145 1.1556392 0.9122662 0.9553446
[89,] 1.0268429 1.1564341 0.9131533 0.9563381
[90,] 1.0270841 1.1565772 0.9133143 0.9565195
[91,] 1.0273253 1.1567200 0.9134752 0.9567010
[92,] 1.0274458 1.1567912 0.9135557 0.9567919
[93,] 1.0279279 1.1570751 0.9138772 0.9571559
[94,] 1.0318925 1.1593539 0.9165143 0.9601954
[95,] 1.0324912 1.1596894 0.9169114 0.9606620
[96,] 1.0332091 1.1600886 0.9173869 0.9612243
[97,] 1.0361923 1.1617124 0.9193567 0.9635948
[98,] 1.0371442 1.1622185 0.9199828 0.9643633
[99,] 1.0386882 1.1630270 0.9209958 0.9656229
[100,] 1.0396366 1.1635159 0.9216164 0.9664048
[101,] 1.0408202 1.1641180 0.9223892 0.9673897
[102,] 1.0411748 1.1642967 0.9226205 0.9676869
[103,] 1.0414112 1.1644153 0.9227744 0.9678854
[104,] 1.0424736 1.1649440 0.9234657 0.9687832
[105,] 1.0429452 1.1651763 0.9237720 0.9691844
[106,] 1.0438874 1.1656362 0.9243830 0.9699913
[107,] 1.0443579 1.1658637 0.9246876 0.9703968
[108,] 1.0454154 1.1663699 0.9253709 0.9713148
[109,] 1.0471739 1.1671955 0.9265029 0.9728615
[110,] 1.0483435 1.1677336 0.9272527 0.9739045
[111,] 1.0492775 1.1681569 0.9278496 0.9747460
[112,] 1.0498605 1.1684183 0.9282214 0.9752753
[113,] 1.0524187 1.1695395 0.9298444 0.9776353
[114,] 1.0550799 1.1706616 0.9315181 0.9801607
[115,] 1.0564626 1.1712269 0.9323815 0.9815034
[116,] 1.0573819 1.1715962 0.9329532 0.9824087
[117,] 1.0582994 1.1719594 0.9335217 0.9833221
[118,] 1.0592148 1.1723167 0.9340869 0.9842440
[119,] 1.0596718 1.1724931 0.9343683 0.9847082
[120,] 1.0597860 1.1725370 0.9344386 0.9848246
[121,] 1.0613809 1.1731414 0.9354161 0.9864684
[122,] 1.0622893 1.1734788 0.9359700 0.9874201
[123,] 1.0656761 1.1746923 0.9380152 0.9910719
[124,] 1.0681390 1.1755315 0.9394817 0.9938345
[125,] 1.0682505 1.1755687 0.9395477 0.9939618
[126,] 1.0686962 1.1757164 0.9398110 0.9944725
[127,] 1.0693636 1.1759354 0.9402040 0.9952431
[128,] 1.0708049 1.1763996 0.9410479 0.9969314
[129,] 1.0714679 1.1766090 0.9414338 0.9977193
[130,] 1.0715783 1.1766436 0.9414979 0.9978511
[131,] 1.0722396 1.1768496 0.9418811 0.9986453
[132,] 1.0723497 1.1768836 0.9419447 0.9987782
[133,] 1.0734482 1.1772194 0.9425775 1.0001156
[134,] 1.0738865 1.1773515 0.9428288 1.0006547
[135,] 1.0743242 1.1774822 0.9430790 1.0011963
[136,] 1.0753066 1.1777715 0.9436381 1.0024237
[137,] 1.0754155 1.1778033 0.9436999 1.0025608
[138,] 1.0759596 1.1779608 0.9440078 1.0032487
[139,] 1.0762857 1.1780543 0.9441917 1.0036632
[140,] 1.0770449 1.1782697 0.9446185 1.0046356
[141,] 1.0779103 1.1785111 0.9451022 1.0057557
[142,] 1.0781263 1.1785706 0.9452224 1.0060372
[143,] 1.0799557 1.1790638 0.9462330 1.0084535
[144,] 1.0819874 1.1795880 0.9473388 1.0112028
[145,] 1.0827326 1.1797740 0.9477399 1.0122285
[146,] 1.0843234 1.1801597 0.9485883 1.0144491
[147,] 1.0847462 1.1802596 0.9488120 1.0150463
[148,] 1.0851686 1.1803583 0.9490346 1.0156457
[149,] 1.0862218 1.1805997 0.9495866 1.0171533
[150,] 1.0868521 1.1807409 0.9499147 1.0180639
[151,] 1.0875859 1.1809022 0.9502946 1.0191320
[152,] 1.0887353 1.1811481 0.9508851 1.0208226
[153,] 1.0920547 1.1818121 0.9525604 1.0258211
[154,] 1.0934954 1.1820789 0.9532739 1.0280440
[155,] 1.0937006 1.1821158 0.9533749 1.0283633
[156,] 1.0952352 1.1823834 0.9541248 1.0307716
[157,] 1.0954392 1.1824179 0.9542238 1.0310945
[158,] 1.0960503 1.1825194 0.9545195 1.0320656
[159,] 1.0980777 1.1828389 0.9554904 1.0353288
[160,] 1.0982796 1.1828693 0.9555862 1.0356573
[161,] 1.0994881 1.1830452 0.9561569 1.0376362
[162,] 1.1006913 1.1832107 0.9567199 1.0396287
[163,] 1.1007913 1.1832240 0.9567665 1.0397954
[164,] 1.1009913 1.1832504 0.9568595 1.0401290
[165,] 1.1015902 1.1833280 0.9571374 1.0411320
[166,] 1.1030815 1.1835111 0.9578246 1.0436540
[167,] 1.1046631 1.1836895 0.9585469 1.0463667
[168,] 1.1051554 1.1837419 0.9587705 1.0472191
[169,] 1.1064311 1.1838704 0.9593475 1.0494455
[170,] 1.1070177 1.1839261 0.9596119 1.0504779
[171,] 1.1082843 1.1840395 0.9601807 1.0527250
[172,] 1.1084786 1.1840560 0.9602677 1.0530720
[173,] 1.1102207 1.1841949 0.9610464 1.0562085
[174,] 1.1116631 1.1842976 0.9616900 1.0588417
[175,] 1.1158448 1.1845380 0.9635638 1.0666670
[176,] 1.1163152 1.1845603 0.9637763 1.0675659
[177,] 1.1165969 1.1845732 0.9639038 1.0681062
[178,] 1.1181864 1.1846406 0.9646272 1.0711813
[179,] 1.1201328 1.1847111 0.9655232 1.0750122
[180,] 1.1204092 1.1847201 0.9656515 1.0755624
[181,] 1.1211444 1.1847430 0.9659942 1.0770334
[182,] 1.1223329 1.1847765 0.9665529 1.0794351
[183,] 1.1224239 1.1847789 0.9665959 1.0796204
[184,] 1.1231509 1.1847972 0.9669411 1.0811061
[185,] 1.1271814 1.1848751 0.9689050 1.0895629
[186,] 1.1274464 1.1848789 0.9690375 1.0901326
[187,] 1.1292008 1.1849014 0.9699276 1.0939491
[188,] 1.1303294 1.1849132 0.9705128 1.0964469
[189,] 1.1309332 1.1849188 0.9708303 1.0977973
[190,] 1.1323881 1.1849307 0.9716085 1.1010925
[191,] 1.1329824 1.1849350 0.9719321 1.1024556
[192,] 1.1340786 1.1849422 0.9725383 1.1049967
[193,] 1.1342464 1.1849433 0.9726321 1.1053888
[194,] 1.1347483 1.1849465 0.9729146 1.1065666
[195,] 1.1359939 1.1849543 0.9736275 1.1095222
[196,] 1.1377152 1.1849666 0.9746409 1.1136860
[197,] 1.1383640 1.1849720 0.9750317 1.1152800
[198,] 1.1384448 1.1849727 0.9750807 1.1154795
[199,] 1.1410773 1.1850039 0.9767212 1.1220999
[200,] 1.1427944 1.1850352 0.9778393 1.1265499
[201,] 1.1448593 1.1850899 0.9792388 1.1320473
[202,] 1.1476843 1.1852062 0.9812647 1.1398424
[203,] 1.1484842 1.1852502 0.9818647 1.1421093
[204,] 1.1486287 1.1852587 0.9819744 1.1425219
[205,] 1.1494905 1.1853138 0.9826377 1.1450000
[206,] 1.1518106 1.1855014 0.9845062 1.1518342
[207,] 1.1522934 1.1855486 0.9849117 1.1532870
[208,] 1.1537218 1.1857073 0.9861494 1.1576508
[209,] 1.1552523 1.1859125 0.9875444 1.1624383
[210,] 1.1553180 1.1859222 0.9876060 1.1626466
[211,] 1.1560366 1.1860333 0.9882896 1.1649389
[212,] 1.1561663 1.1860544 0.9884150 1.1653558
[213,] 1.1566184 1.1861305 0.9888567 1.1668153
[214,] 1.1566827 1.1861416 0.9889201 1.1670239
[215,] 1.1576392 1.1863180 0.9898828 1.1701533
[216,] 1.1578916 1.1863679 0.9901430 1.1709882
[217,] 1.1633980 1.1878806 0.9965776 1.1901895
[218,] 1.1636244 1.1879624 0.9968784 1.1910226
[219,] 1.1659401 1.1888999 1.0001533 1.1997490
[220,] 1.1667930 1.1892944 1.0014588 1.2030602
[221,] 1.1681456 1.1899784 1.0036519 1.2084193
[222,] 1.1681968 1.1900058 1.0037381 1.2086248
[223,] 1.1692088 1.1905692 1.0054904 1.2127241
[224,] 1.1697061 1.1908624 1.0063876 1.2147654
[225,] 1.1704899 1.1913472 1.0078530 1.2180185
[226,] 1.1719213 1.1923076 1.0107027 1.2240708
[227,] 1.1734851 1.1934752 1.0140963 1.2308444
[228,] 1.1735752 1.1935465 1.0143014 1.2312396
[229,] 1.1740673 1.1939435 1.0154403 1.2334069
[230,] 1.1763959 1.1960140 1.0212957 1.2438619
[231,] 1.1816005 1.2019880 1.0379678 1.2684333
[232,] 1.1861426 1.2093283 1.0592882 1.2914882
[233,] 1.1866925 1.2103968 1.0625328 1.2943705
[234,] 1.1872974 1.2116244 1.0663086 1.2975505
[235,] 1.1893512 1.2162235 1.0809078 1.3082620
[236,] 1.1904210 1.2188813 1.0896760 1.3136081
[237,] 1.1911031 1.2206573 1.0956741 1.3168455
[238,] 1.1913776 1.2213885 1.0981772 1.3181045
[239,] 1.1919550 1.2229535 1.1036036 1.3206616
[240,] 1.1925375 1.2245651 1.1092978 1.3231099
[241,] 1.1927597 1.2251866 1.1115253 1.3240068
[242,] 1.1978578 1.2398526 1.1679348 1.3388174
[243,] 1.1981343 1.2406456 1.1710316 1.3393311
[244,] 1.2027343 1.2534136 1.2173500 1.3457176
>
> str(pSqF <- vapply(SmPen005FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF
num [1:244, 1:14] -0.108 -0.0976 -0.0963 -0.0932 -0.0911 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -1.080102e-01 -0.14460008 0.2360291 0.1521777 0.3959816 0.14622881 0.2386970 0.08479348 0.161723891
[2,] -9.757780e-02 -0.16673131 0.2429029 0.1347495 0.3947052 0.12029110 0.2193321 0.07044396 0.137761888
[3,] -9.628716e-02 -0.16886701 0.2438107 0.1329672 0.3946968 0.11765110 0.2171605 0.06912573 0.134966640
[4,] -9.324503e-02 -0.17344789 0.2459947 0.1290430 0.3947810 0.11185365 0.2122151 0.06632999 0.128503123
[5,] -9.106515e-02 -0.17636117 0.2475935 0.1264551 0.3949233 0.10804496 0.2088147 0.06457191 0.123985387
[6,] -8.816007e-02 -0.17979686 0.2497624 0.1232752 0.3952081 0.10338595 0.2044614 0.06251308 0.118120228
[7,] -8.800890e-02 -0.17996225 0.2498764 0.1231177 0.3952257 0.10315598 0.2042403 0.06241422 0.117820081
[8,] -8.599862e-02 -0.18204102 0.2514011 0.1210957 0.3954850 0.10020981 0.2013501 0.06117203 0.113877657
[9,] -8.374162e-02 -0.18411626 0.2531320 0.1189789 0.3958293 0.09714194 0.1982135 0.05992903 0.109563458
[10,] -8.017613e-02 -0.18687059 0.2559023 0.1159443 0.3964795 0.09278141 0.1934876 0.05825889 0.102999881
[11,] -7.922691e-02 -0.18750221 0.2566463 0.1151971 0.3966732 0.09171573 0.1922760 0.05786855 0.101306005
[12,] -7.911795e-02 -0.18757210 0.2567319 0.1151129 0.3966960 0.09159587 0.1921382 0.05782509 0.101113036
[13,] -7.881782e-02 -0.18776186 0.2569678 0.1148826 0.3967592 0.09126833 0.1917599 0.05770677 0.100583045
[14,] -7.816041e-02 -0.18816356 0.2574853 0.1143867 0.3969006 0.09056416 0.1909379 0.05745465 0.099430231
[15,] -7.747187e-02 -0.18856407 0.2580284 0.1138797 0.3970529 0.08984593 0.1900869 0.05720065 0.098234735
[16,] -7.669616e-02 -0.18899099 0.2586418 0.1133233 0.3972293 0.08906006 0.1891403 0.05692635 0.096902531
[17,] -7.510214e-02 -0.18978975 0.2599065 0.1122287 0.3976080 0.08752095 0.1872350 0.05640005 0.094213019
[18,] -7.470757e-02 -0.18997157 0.2602205 0.1119676 0.3977049 0.08715540 0.1867716 0.05627715 0.093557110
[19,] -7.414179e-02 -0.19022153 0.2606712 0.1116001 0.3978462 0.08664174 0.1861128 0.05610579 0.092623333
[20,] -6.979011e-02 -0.19174014 0.2641579 0.1090299 0.3990158 0.08308975 0.1812671 0.05496132 0.085699182
[21,] -6.958493e-02 -0.19179487 0.2643231 0.1089196 0.3990744 0.08293911 0.1810482 0.05491423 0.085383710
[22,] -6.703908e-02 -0.19235540 0.2663775 0.1076290 0.3998264 0.08119038 0.1784026 0.05437431 0.081549017
[23,] -6.505372e-02 -0.19264613 0.2679854 0.1067200 0.4004432 0.07997667 0.1764292 0.05400495 0.078658677
[24,] -6.456827e-02 -0.19269852 0.2683792 0.1065103 0.4005979 0.07969928 0.1759585 0.05392079 0.077965002
[25,] -6.297936e-02 -0.19282031 0.2696698 0.1058580 0.4011147 0.07884329 0.1744502 0.05366027 0.075729753
[26,] -6.180735e-02 -0.19286268 0.2706232 0.1054094 0.4015058 0.07826189 0.1733691 0.05348118 0.074115015
[27,] -6.062614e-02 -0.19286591 0.2715851 0.1049848 0.4019083 0.07771787 0.1723063 0.05331031 0.072516120
[28,] -5.930984e-02 -0.19282420 0.2726583 0.1045433 0.4023663 0.07716017 0.1711534 0.05312953 0.070767332
[29,] -5.890012e-02 -0.19280169 0.2729926 0.1044126 0.4025109 0.07699685 0.1708013 0.05307500 0.070229932
[30,] -5.848932e-02 -0.19277467 0.2733278 0.1042848 0.4026568 0.07683792 0.1704515 0.05302102 0.069694360
[31,] -5.839436e-02 -0.19276779 0.2734053 0.1042557 0.4026907 0.07680187 0.1703711 0.05300864 0.069571025
[32,] -5.795048e-02 -0.19273252 0.2737677 0.1041218 0.4028496 0.07663674 0.1699974 0.05295118 0.068996744
[33,] -5.791872e-02 -0.19272980 0.2737937 0.1041124 0.4028610 0.07662514 0.1699708 0.05294709 0.068955804
[34,] -5.785519e-02 -0.19272428 0.2738456 0.1040936 0.4028839 0.07660202 0.1699177 0.05293893 0.068873957
[35,] -5.567987e-02 -0.19247351 0.2756232 0.1034938 0.4036793 0.07587810 0.1681439 0.05266634 0.066116517
[36,] -5.522830e-02 -0.19240672 0.2759925 0.1033799 0.4038475 0.07574408 0.1677867 0.05261109 0.065554876
[37,] -5.357256e-02 -0.19211987 0.2773475 0.1029933 0.4044733 0.07529938 0.1665094 0.05241102 0.063526200
[38,] -5.344198e-02 -0.19209449 0.2774544 0.1029649 0.4045233 0.07526739 0.1664108 0.05239536 0.063368229
[39,] -5.321322e-02 -0.19204908 0.2776417 0.1029157 0.4046110 0.07521243 0.1662388 0.05236796 0.063092176
[40,] -5.249218e-02 -0.19189805 0.2782322 0.1027667 0.4048890 0.07504809 0.1657030 0.05228185 0.062227861
[41,] -5.226210e-02 -0.19184735 0.2784207 0.1027210 0.4049783 0.07499847 0.1655341 0.05225445 0.061953891
[42,] -5.143777e-02 -0.19165593 0.2790961 0.1025646 0.4053003 0.07483183 0.1649366 0.05215659 0.060979501
[43,] -5.097436e-02 -0.19154167 0.2794759 0.1024817 0.4054827 0.07474572 0.1646061 0.05210177 0.060436611
[44,] -5.074218e-02 -0.19148264 0.2796662 0.1024416 0.4055745 0.07470461 0.1644419 0.05207436 0.060165908
[45,] -5.027685e-02 -0.19136080 0.2800476 0.1023637 0.4057592 0.07462628 0.1641159 0.05201953 0.059625981
[46,] -4.971008e-02 -0.19120608 0.2805123 0.1022737 0.4059855 0.07453814 0.1637241 0.05195292 0.058972997
[47,] -4.954302e-02 -0.19115916 0.2806493 0.1022481 0.4060525 0.07451367 0.1636097 0.05193332 0.058781492
[48,] -4.755935e-02 -0.19055726 0.2822765 0.1019793 0.4068576 0.07427509 0.1622894 0.05170188 0.056540440
[49,] -4.752553e-02 -0.19054630 0.2823042 0.1019753 0.4068714 0.07427184 0.1622675 0.05169796 0.056502752
[50,] -4.414477e-02 -0.18933555 0.2850790 0.1016614 0.4082836 0.07408248 0.1601793 0.05130886 0.052819519
[51,] -4.366144e-02 -0.18914446 0.2854759 0.1016308 0.4084893 0.07407684 0.1598970 0.05125381 0.052306230
[52,] -4.321148e-02 -0.18896263 0.2858453 0.1016054 0.4086818 0.07407631 0.1596378 0.05120270 0.051831262
[53,] -4.289931e-02 -0.18883429 0.2861016 0.1015896 0.4088158 0.07407861 0.1594601 0.05116732 0.051503370
[54,] -4.209908e-02 -0.18849715 0.2867587 0.1015556 0.4091610 0.07409434 0.1590121 0.05107691 0.050668871
[55,] -4.195955e-02 -0.18843717 0.2868733 0.1015506 0.4092215 0.07409853 0.1589351 0.05106119 0.050524245
[56,] -4.171512e-02 -0.18833127 0.2870740 0.1015426 0.4093276 0.07410689 0.1588011 0.05103369 0.050271507
[57,] -4.168017e-02 -0.18831604 0.2871027 0.1015415 0.4093428 0.07410819 0.1587820 0.05102976 0.050235439
[58,] -4.062871e-02 -0.18784770 0.2879662 0.1015175 0.4098020 0.07415977 0.1582175 0.05091193 0.049157775
[59,] -3.832987e-02 -0.18675706 0.2898548 0.1015198 0.4108206 0.07435479 0.1570486 0.05065704 0.046852490
[60,] -3.818748e-02 -0.18668657 0.2899719 0.1015224 0.4108843 0.07437052 0.1569791 0.05064138 0.046711979
[61,] -3.758112e-02 -0.18638264 0.2904703 0.1015366 0.4111566 0.07444221 0.1566870 0.05057486 0.046116589
[62,] -3.750966e-02 -0.18634642 0.2905291 0.1015386 0.4111888 0.07445116 0.1566530 0.05056703 0.046046734
[63,] -3.743817e-02 -0.18631010 0.2905879 0.1015407 0.4112210 0.07446021 0.1566191 0.05055921 0.045976919
[64,] -3.736665e-02 -0.18627369 0.2906467 0.1015428 0.4112532 0.07446938 0.1565852 0.05055139 0.045907144
[65,] -3.711612e-02 -0.18614548 0.2908527 0.1015509 0.4113663 0.07450231 0.1564672 0.05052403 0.045663250
[66,] -3.571430e-02 -0.18540946 0.2920060 0.1016119 0.4120031 0.07471012 0.1558262 0.05037178 0.044313559
[67,] -3.567822e-02 -0.18539011 0.2920357 0.1016138 0.4120196 0.07471599 0.1558102 0.05036788 0.044279157
[68,] -3.560604e-02 -0.18535133 0.2920951 0.1016177 0.4120526 0.07472782 0.1557781 0.05036009 0.044210385
[69,] -3.350111e-02 -0.18418486 0.2938289 0.1017618 0.4130224 0.07511809 0.1548802 0.05013451 0.042234166
[70,] -3.244010e-02 -0.18357149 0.2947040 0.1018564 0.4135169 0.07534762 0.1544550 0.05002208 0.041259327
[71,] -3.229331e-02 -0.18348532 0.2948252 0.1018707 0.4135856 0.07538108 0.1543976 0.05000659 0.041125565
[72,] -3.196262e-02 -0.18329004 0.2950981 0.1019038 0.4137407 0.07545797 0.1542696 0.04997176 0.040825224
[73,] -3.181548e-02 -0.18320264 0.2952196 0.1019190 0.4138098 0.07549285 0.1542133 0.04995628 0.040692016
[74,] -3.170504e-02 -0.18313684 0.2953108 0.1019306 0.4138617 0.07551930 0.1541712 0.04994468 0.040592222
[75,] -3.122580e-02 -0.18284923 0.2957066 0.1019826 0.4140874 0.07563676 0.1539908 0.04989444 0.040160890
[76,] -3.100422e-02 -0.18271514 0.2958896 0.1020077 0.4141921 0.07569254 0.1539087 0.04987126 0.039962423
[77,] -3.033802e-02 -0.18230779 0.2964403 0.1020867 0.4145076 0.07586578 0.1536664 0.04980180 0.039369338
[78,] -2.978116e-02 -0.18196251 0.2969009 0.1021571 0.4147723 0.07601693 0.1534694 0.04974399 0.038877762
[79,] -2.963241e-02 -0.18186954 0.2970240 0.1021766 0.4148432 0.07605828 0.1534176 0.04972858 0.038747085
[80,] -2.929731e-02 -0.18165899 0.2973013 0.1022214 0.4150032 0.07615292 0.1533022 0.04969393 0.038453694
[81,] -2.918549e-02 -0.18158838 0.2973939 0.1022367 0.4150567 0.07618497 0.1532641 0.04968239 0.038356091
[82,] -2.813886e-02 -0.18091926 0.2982607 0.1023871 0.4155589 0.07649596 0.1529171 0.04957475 0.037449846
[83,] -2.810138e-02 -0.18089503 0.2982918 0.1023927 0.4155769 0.07650747 0.1529050 0.04957091 0.037417638
[84,] -2.783883e-02 -0.18072473 0.2985094 0.1024327 0.4157034 0.07658878 0.1528208 0.04954404 0.037192487
[85,] -2.746319e-02 -0.18047946 0.2988208 0.1024913 0.4158849 0.07670728 0.1527023 0.04950566 0.036871770
[86,] -2.742559e-02 -0.18045481 0.2988520 0.1024973 0.4159030 0.07671928 0.1526905 0.04950183 0.036839759
[87,] -2.731274e-02 -0.18038071 0.2989456 0.1025153 0.4159576 0.07675545 0.1526554 0.04949032 0.036743790
[88,] -2.602948e-02 -0.17952631 0.3000104 0.1027308 0.4165811 0.07718271 0.1522701 0.04936005 0.035663051
[89,] -2.561261e-02 -0.17924417 0.3003565 0.1028050 0.4167847 0.07732778 0.1521504 0.04931795 0.035316129
[90,] -2.553672e-02 -0.17919257 0.3004195 0.1028188 0.4168218 0.07735451 0.1521289 0.04931030 0.035253196
[91,] -2.546081e-02 -0.17914088 0.3004826 0.1028326 0.4168589 0.07738135 0.1521075 0.04930265 0.035190308
[92,] -2.542285e-02 -0.17911500 0.3005141 0.1028395 0.4168775 0.07739482 0.1520968 0.04929883 0.035158880
[93,] -2.527091e-02 -0.17901126 0.3006403 0.1028674 0.4169519 0.07744895 0.1520543 0.04928353 0.035033282
[94,] -2.401326e-02 -0.17814131 0.3016856 0.1031090 0.4175703 0.07791243 0.1517161 0.04915744 0.034003947
[95,] -2.382205e-02 -0.17800733 0.3018446 0.1031473 0.4176648 0.07798528 0.1516668 0.04913836 0.033849061
[96,] -2.359237e-02 -0.17784579 0.3020356 0.1031939 0.4177783 0.07807362 0.1516083 0.04911546 0.033663575
[97,] -2.263271e-02 -0.17716388 0.3028341 0.1033953 0.4182544 0.07845245 0.1513726 0.04902010 0.032895164
[98,] -2.232470e-02 -0.17694267 0.3030905 0.1034622 0.4184077 0.07857734 0.1513000 0.04898961 0.032650798
[99,] -2.182325e-02 -0.17658010 0.3035080 0.1035734 0.4186579 0.07878407 0.1511847 0.04894008 0.032255296
[100,] -2.151409e-02 -0.17635507 0.3037655 0.1036433 0.4188125 0.07891363 0.1511155 0.04890960 0.032012894
[101,] -2.112700e-02 -0.17607176 0.3040880 0.1037325 0.4190064 0.07907808 0.1510308 0.04887153 0.031710952
[102,] -2.101074e-02 -0.17598632 0.3041848 0.1037596 0.4190647 0.07912795 0.1510058 0.04886011 0.031620600
[103,] -2.093320e-02 -0.17592925 0.3042494 0.1037777 0.4191036 0.07916135 0.1509893 0.04885249 0.031560425
[104,] -2.058392e-02 -0.17567132 0.3045405 0.1038604 0.4192791 0.07931298 0.1509159 0.04881824 0.031290225
[105,] -2.042851e-02 -0.17555610 0.3046700 0.1038976 0.4193573 0.07938110 0.1508838 0.04880301 0.031170446
[106,] -2.011734e-02 -0.17532458 0.3049294 0.1039729 0.4195141 0.07951867 0.1508206 0.04877258 0.030931463
[107,] -1.996159e-02 -0.17520827 0.3050593 0.1040110 0.4195926 0.07958812 0.1507895 0.04875736 0.030812259
[108,] -1.961075e-02 -0.17494528 0.3053518 0.1040978 0.4197698 0.07974603 0.1507208 0.04872313 0.030544755
[109,] -1.902477e-02 -0.17450292 0.3058405 0.1042459 0.4200665 0.08001422 0.1506101 0.04866609 0.030101094
[110,] -1.863324e-02 -0.17420522 0.3061671 0.1043469 0.4202652 0.08019651 0.1505389 0.04862807 0.029806842
[111,] -1.831952e-02 -0.17396545 0.3064289 0.1044291 0.4204247 0.08034435 0.1504835 0.04859766 0.029572321
[112,] -1.812322e-02 -0.17381487 0.3065927 0.1044810 0.4205247 0.08043766 0.1504495 0.04857866 0.029426146
[113,] -1.725741e-02 -0.17314570 0.3073154 0.1047152 0.4209666 0.08085652 0.1503065 0.04849506 0.028786646
[114,] -1.634864e-02 -0.17243463 0.3080742 0.1049696 0.4214325 0.08130891 0.1501681 0.04840769 0.028124532
[115,] -1.587304e-02 -0.17205899 0.3084715 0.1051063 0.4216772 0.08155081 0.1501004 0.04836211 0.027781726
[116,] -1.555540e-02 -0.17180679 0.3087369 0.1051990 0.4218409 0.08171432 0.1500570 0.04833173 0.027554203
[117,] -1.523733e-02 -0.17155319 0.3090026 0.1052928 0.4220050 0.08187962 0.1500150 0.04830134 0.027327496
[118,] -1.491880e-02 -0.17129818 0.3092688 0.1053878 0.4221697 0.08204670 0.1499744 0.04827096 0.027101607
[119,] -1.475937e-02 -0.17117014 0.3094021 0.1054358 0.4222522 0.08213091 0.1499546 0.04825577 0.026988971
[120,] -1.471949e-02 -0.17113808 0.3094354 0.1054478 0.4222728 0.08215204 0.1499497 0.04825197 0.026960844
[121,] -1.416050e-02 -0.17068689 0.3099026 0.1056183 0.4225627 0.08245068 0.1498834 0.04819880 0.026568422
[122,] -1.384046e-02 -0.17042714 0.3101702 0.1057174 0.4227289 0.08262378 0.1498475 0.04816842 0.026345320
[123,] -1.263630e-02 -0.16944064 0.3111770 0.1060998 0.4233567 0.08328876 0.1497251 0.04805446 0.025516134
[124,] -1.174923e-02 -0.16870473 0.3119190 0.1063910 0.4238212 0.08379227 0.1496478 0.04797088 0.024915607
[125,] -1.170883e-02 -0.16867103 0.3119528 0.1064044 0.4238425 0.08381548 0.1496445 0.04796708 0.024888463
[126,] -1.154715e-02 -0.16853601 0.3120881 0.1064584 0.4239273 0.08390858 0.1496317 0.04795188 0.024780022
[127,] -1.130441e-02 -0.16833283 0.3122912 0.1065400 0.4240549 0.08404906 0.1496130 0.04792908 0.024617761
[128,] -1.077763e-02 -0.16788992 0.3127319 0.1067191 0.4243322 0.08435684 0.1495753 0.04787967 0.024267854
[129,] -1.053409e-02 -0.16768426 0.3129357 0.1068028 0.4244606 0.08450047 0.1495591 0.04785686 0.024107127
[130,] -1.049348e-02 -0.16764991 0.3129697 0.1068168 0.4244820 0.08452450 0.1495565 0.04785306 0.024080387
[131,] -1.024965e-02 -0.16744334 0.3131737 0.1069014 0.4246107 0.08466929 0.1495412 0.04783024 0.023920228
[132,] -1.020898e-02 -0.16740884 0.3132078 0.1069155 0.4246322 0.08469351 0.1495387 0.04782644 0.023893583
[133,] -9.801961e-03 -0.16706260 0.3135484 0.1070581 0.4248474 0.08493730 0.1495151 0.04778841 0.023627875
[134,] -9.638955e-03 -0.16692350 0.3136848 0.1071157 0.4249337 0.08503559 0.1495062 0.04777320 0.023521973
[135,] -9.475835e-03 -0.16678405 0.3138214 0.1071736 0.4250201 0.08513432 0.1494977 0.04775798 0.023416291
[136,] -9.108403e-03 -0.16646903 0.3141289 0.1073049 0.4252149 0.08535807 0.1494799 0.04772375 0.023179307
[137,] -9.067541e-03 -0.16643392 0.3141631 0.1073196 0.4252366 0.08538307 0.1494780 0.04771994 0.023153044
[138,] -8.863129e-03 -0.16625804 0.3143342 0.1073933 0.4253452 0.08550847 0.1494689 0.04770091 0.023021936
[139,] -8.740397e-03 -0.16615226 0.3144370 0.1074378 0.4254104 0.08558404 0.1494637 0.04768950 0.022943437
[140,] -8.453774e-03 -0.16590466 0.3146769 0.1075422 0.4255628 0.08576134 0.1494523 0.04766286 0.022760755
[141,] -8.125781e-03 -0.16562040 0.3149515 0.1076626 0.4257374 0.08596560 0.1494405 0.04763240 0.022552808
[142,] -8.043711e-03 -0.16554912 0.3150202 0.1076929 0.4257812 0.08601694 0.1494378 0.04762478 0.022500960
[143,] -7.344978e-03 -0.16493975 0.3156052 0.1079535 0.4261541 0.08645773 0.1494180 0.04756004 0.022062501
[144,] -6.561614e-03 -0.16425130 0.3162612 0.1082513 0.4265735 0.08695966 0.1494030 0.04748763 0.021577243
[145,] -6.272360e-03 -0.16399571 0.3165034 0.1083626 0.4267287 0.08714703 0.1493994 0.04746094 0.021399743
[146,] -5.651357e-03 -0.16344444 0.3170234 0.1086044 0.4270624 0.08755297 0.1493951 0.04740372 0.021021719
[147,] -5.485486e-03 -0.16329662 0.3171624 0.1086696 0.4271517 0.08766224 0.1493947 0.04738845 0.020921451
[148,] -5.319501e-03 -0.16314846 0.3173014 0.1087351 0.4272411 0.08777193 0.1493947 0.04737319 0.020821410
[149,] -4.904041e-03 -0.16277654 0.3176493 0.1089001 0.4274651 0.08804803 0.1493960 0.04733501 0.020572305
[150,] -4.654422e-03 -0.16255236 0.3178584 0.1090000 0.4275998 0.08821496 0.1493979 0.04731209 0.020423528
[151,] -4.362877e-03 -0.16228984 0.3181025 0.1091173 0.4277574 0.08841091 0.1494009 0.04728536 0.020250605
[152,] -3.904029e-03 -0.16187519 0.3184869 0.1093036 0.4280057 0.08872146 0.1494078 0.04724334 0.019980291
[153,] -2.564288e-03 -0.16065418 0.3196090 0.1098582 0.4287331 0.08964288 0.1494421 0.04712118 0.019203855
[154,] -1.975850e-03 -0.16011310 0.3201019 0.1101067 0.4290538 0.09005438 0.1494637 0.04706782 0.018868844
[155,] -1.891673e-03 -0.16003546 0.3201724 0.1101425 0.4290997 0.09011357 0.1494671 0.04706021 0.018821219
[156,] -1.259433e-03 -0.15945044 0.3207019 0.1104132 0.4294450 0.09056084 0.1494954 0.04700316 0.018465903
[157,] -1.175012e-03 -0.15937208 0.3207726 0.1104497 0.4294912 0.09062091 0.1494996 0.04699556 0.018418778
[158,] -9.215792e-04 -0.15913647 0.3209849 0.1105593 0.4296299 0.09080174 0.1495124 0.04697280 0.018277757
[159,] -7.493799e-05 -0.15834558 0.3216940 0.1109296 0.4300941 0.09141111 0.1495606 0.04689713 0.017811548
[160,] 9.883950e-06 -0.15826602 0.3217651 0.1109670 0.4301407 0.09147260 0.1495659 0.04688959 0.017765256
[161,] 5.194186e-04 -0.15778689 0.3221918 0.1111931 0.4304208 0.09184367 0.1495992 0.04684442 0.017488761
[162,] 1.029988e-03 -0.15730469 0.3226194 0.1114217 0.4307020 0.09221835 0.1496355 0.04679943 0.017214437
[163,] 1.072582e-03 -0.15726437 0.3226551 0.1114409 0.4307255 0.09224973 0.1496387 0.04679569 0.017191675
[164,] 1.157792e-03 -0.15718366 0.3227264 0.1114793 0.4307725 0.09231258 0.1496451 0.04678821 0.017146196
[165,] 1.413594e-03 -0.15694104 0.3229407 0.1115949 0.4309136 0.09250171 0.1496647 0.04676582 0.017010126
[166,] 2.054232e-03 -0.15633113 0.3234772 0.1118867 0.4312675 0.09297842 0.1497170 0.04671009 0.016672354
[167,] 2.739365e-03 -0.15567529 0.3240509 0.1122024 0.4316469 0.09349302 0.1497778 0.04665109 0.016315870
[168,] 2.953848e-03 -0.15546924 0.3242305 0.1123020 0.4317658 0.09365511 0.1497978 0.04663276 0.016205280
[169,] 3.512346e-03 -0.15493101 0.3246981 0.1125629 0.4320759 0.09407939 0.1498524 0.04658536 0.015919563
[170,] 3.770525e-03 -0.15468139 0.3249142 0.1126844 0.4322194 0.09427658 0.1498788 0.04656362 0.015788582
[171,] 4.330806e-03 -0.15413794 0.3253833 0.1129497 0.4325313 0.09470681 0.1499384 0.04651684 0.015506725
[172,] 4.417111e-03 -0.15405401 0.3254556 0.1129908 0.4325794 0.09477336 0.1499478 0.04650968 0.015463599
[173,] 5.195161e-03 -0.15329489 0.3261069 0.1133637 0.4330136 0.09537658 0.1500367 0.04644577 0.015078305
[174,] 5.845326e-03 -0.15265707 0.3266510 0.1136788 0.4333772 0.09588511 0.1501158 0.04639328 0.014761162
[175,] 7.761882e-03 -0.15075882 0.3282548 0.1146255 0.4344533 0.09740708 0.1503740 0.04624383 0.013851768
[176,] 7.980561e-03 -0.15054054 0.3284377 0.1147351 0.4345765 0.09758286 0.1504058 0.04622731 0.013750419
[177,] 8.111856e-03 -0.15040932 0.3285476 0.1148012 0.4346505 0.09768861 0.1504252 0.04621745 0.013689806
[178,] 8.857095e-03 -0.14966216 0.3291710 0.1151782 0.4350710 0.09829169 0.1505381 0.04616228 0.013349133
[179,] 9.780588e-03 -0.14873085 0.3299433 0.1156507 0.4355934 0.09904574 0.1506856 0.04609588 0.012934908
[180,] 9.912777e-03 -0.14859706 0.3300538 0.1157188 0.4356683 0.09915427 0.1507074 0.04608656 0.012876332
[181,] 1.026560e-02 -0.14823935 0.3303488 0.1159012 0.4358683 0.09944468 0.1507664 0.04606192 0.012720869
[182,] 1.083994e-02 -0.14765521 0.3308290 0.1161999 0.4361943 0.09991964 0.1508649 0.04602255 0.012470534
[183,] 1.088417e-02 -0.14761013 0.3308660 0.1162230 0.4362195 0.09995633 0.1508727 0.04601955 0.012451396
[184,] 1.123828e-02 -0.14724874 0.3311620 0.1164083 0.4364208 0.10025067 0.1509352 0.04599579 0.012298897
[185,] 1.323886e-02 -0.14519110 0.3328337 0.1174710 0.4375618 0.10193256 0.1513105 0.04586853 0.011461430
[186,] 1.337276e-02 -0.14505242 0.3329455 0.1175430 0.4376384 0.10204626 0.1513370 0.04586046 0.011406837
[187,] 1.426710e-02 -0.14412315 0.3336925 0.1180271 0.4381506 0.10280922 0.1515179 0.04580801 0.011046881
[188,] 1.485000e-02 -0.14351467 0.3341792 0.1183453 0.4384852 0.10330976 0.1516397 0.04577525 0.010816663
[189,] 1.516438e-02 -0.14318558 0.3344416 0.1185178 0.4386658 0.10358077 0.1517067 0.04575806 0.010693935
[190,] 1.592937e-02 -0.14238214 0.3350802 0.1189400 0.4391060 0.10424328 0.1518735 0.04571765 0.010399506
[191,] 1.624498e-02 -0.14204957 0.3353435 0.1191152 0.4392878 0.10451786 0.1519438 0.04570158 0.010279773
[192,] 1.683208e-02 -0.14142925 0.3358334 0.1194428 0.4396265 0.10503051 0.1520770 0.04567263 0.010059752
[193,] 1.692251e-02 -0.14133351 0.3359088 0.1194934 0.4396787 0.10510969 0.1520978 0.04566829 0.010026174
[194,] 1.719399e-02 -0.14104579 0.3361353 0.1196457 0.4398355 0.10534774 0.1521607 0.04565542 0.009925876
[195,] 1.787383e-02 -0.14032323 0.3367023 0.1200290 0.4402287 0.10594614 0.1523210 0.04562439 0.009678003
[196,] 1.882841e-02 -0.13930386 0.3374982 0.1205717 0.4407818 0.10679170 0.1525530 0.04558378 0.009337936
[197,] 1.919291e-02 -0.13891314 0.3378020 0.1207803 0.4409934 0.10711620 0.1526437 0.04556920 0.009210545
[198,] 1.923851e-02 -0.13886421 0.3378400 0.1208065 0.4410199 0.10715685 0.1526551 0.04556741 0.009194706
[199,] 2.074732e-02 -0.13723791 0.3390972 0.1216783 0.4418977 0.10850978 0.1530436 0.04551296 0.008682652
[200,] 2.175767e-02 -0.13614130 0.3399385 0.1222691 0.4424872 0.10942387 0.1533148 0.04548169 0.008352947
[201,] 2.300255e-02 -0.13478193 0.3409746 0.1230045 0.4432155 0.11055880 0.1536610 0.04544908 0.007961358
[202,] 2.476377e-02 -0.13284351 0.3424394 0.1240589 0.4442495 0.11218017 0.1541733 0.04541446 0.007435291
[203,] 2.527560e-02 -0.13227690 0.3428648 0.1243683 0.4445507 0.11265470 0.1543271 0.04540699 0.007288616
[204,] 2.536876e-02 -0.13217362 0.3429422 0.1244248 0.4446055 0.11274122 0.1543553 0.04540576 0.007262223
[205,] 2.592833e-02 -0.13155220 0.3434072 0.1247648 0.4449353 0.11326197 0.1545264 0.04539921 0.007105655
[206,] 2.747268e-02 -0.12982823 0.3446897 0.1257111 0.4458475 0.11470800 0.1550121 0.04538868 0.006691165
[207,] 2.780131e-02 -0.12945970 0.3449625 0.1259140 0.4460420 0.11501735 0.1551180 0.04538789 0.006606322
[208,] 2.878941e-02 -0.12834815 0.3457824 0.1265271 0.4466276 0.11595080 0.1554417 0.04538865 0.006358384
[209,] 2.987540e-02 -0.12712051 0.3466829 0.1272061 0.4472726 0.11698240 0.1558067 0.04539499 0.006098350
[210,] 2.992270e-02 -0.12706689 0.3467221 0.1272358 0.4473007 0.11702747 0.1558228 0.04539540 0.006087321
[211,] 3.044357e-02 -0.12647576 0.3471539 0.1275635 0.4476106 0.11752442 0.1560014 0.04540064 0.005967539
[212,] 3.053837e-02 -0.12636802 0.3472324 0.1276233 0.4476671 0.11761501 0.1560342 0.04540174 0.005946065
[213,] 3.087041e-02 -0.12599030 0.3475076 0.1278330 0.4478648 0.11793263 0.1561495 0.04540595 0.005871647
[214,] 3.091788e-02 -0.12593626 0.3475469 0.1278630 0.4478931 0.11797807 0.1561660 0.04540659 0.005861110
[215,] 3.163074e-02 -0.12512322 0.3481374 0.1283150 0.4483181 0.11866190 0.1564168 0.04541769 0.005705909
[216,] 3.182112e-02 -0.12490564 0.3482950 0.1284362 0.4484317 0.11884492 0.1564844 0.04542109 0.005665430
[217,] 3.623314e-02 -0.11981281 0.3519435 0.1312857 0.4510763 0.12313103 0.1581324 0.04555327 0.004843276
[218,] 3.642642e-02 -0.11958754 0.3521031 0.1314124 0.4511927 0.12332065 0.1582081 0.04556146 0.004812394
[219,] 3.846311e-02 -0.11720295 0.3537837 0.1327557 0.4524212 0.12532761 0.1590229 0.04566028 0.004513508
[220,] 3.924251e-02 -0.11628530 0.3544262 0.1332739 0.4528925 0.12609976 0.1593431 0.04570427 0.004412032
[221,] 4.051317e-02 -0.11478328 0.3554729 0.1341234 0.4536622 0.12736332 0.1598750 0.04578341 0.004262015
[222,] 4.056214e-02 -0.11472524 0.3555132 0.1341563 0.4536919 0.12741214 0.1598957 0.04578665 0.004256617
[223,] 4.154322e-02 -0.11356033 0.3563208 0.1348163 0.4542874 0.12839176 0.1603150 0.04585442 0.004154471
[224,] 4.203490e-02 -0.11297490 0.3567253 0.1351483 0.4545862 0.12888395 0.1605278 0.04589050 0.004107581
[225,] 4.282317e-02 -0.11203411 0.3573735 0.1356824 0.4550658 0.12967469 0.1608727 0.04595133 0.004038402
[226,] 4.430643e-02 -0.11025651 0.3585922 0.1366928 0.4559698 0.13116804 0.1615340 0.04607581 0.003928228
[227,] 4.599577e-02 -0.10822047 0.3599786 0.1378521 0.4570021 0.13287710 0.1623064 0.04623376 0.003834465
[228,] 4.609542e-02 -0.10810000 0.3600603 0.1379208 0.4570630 0.13297818 0.1623526 0.04624362 0.003829987
[229,] 4.664403e-02 -0.10743599 0.3605102 0.1382993 0.4573989 0.13353516 0.1626081 0.04629900 0.003807434
[230,] 4.935066e-02 -0.10414191 0.3627267 0.1401802 0.4590600 0.13629531 0.1638990 0.04659962 0.003748450
[231,] 5.626676e-02 -0.09559406 0.3683692 0.1450803 0.4633342 0.14342874 0.1674169 0.04758079 0.003994040
[232,] 6.400843e-02 -0.08581950 0.3746468 0.1507090 0.4681652 0.15152393 0.1717015 0.04905852 0.004944283
[233,] 6.511345e-02 -0.08440774 0.3755394 0.1515236 0.4688585 0.15268701 0.1723410 0.04930328 0.005137802
[234,] 6.638056e-02 -0.08278404 0.3765618 0.1524609 0.4696545 0.15402268 0.1730825 0.04959454 0.005377296
[235,] 7.111888e-02 -0.07666753 0.3803748 0.1559950 0.4726413 0.15903402 0.1759303 0.05078535 0.006438318
[236,] 7.386220e-02 -0.07309526 0.3825748 0.1580608 0.4743775 0.16194554 0.1776310 0.05154913 0.007171884
[237,] 7.570250e-02 -0.07068664 0.3840474 0.1594543 0.4755449 0.16390205 0.1787922 0.05209247 0.007713035
[238,] 7.646292e-02 -0.06968858 0.3846551 0.1600318 0.4760279 0.16471119 0.1792767 0.05232430 0.007948148
[239,] 7.809765e-02 -0.06753756 0.3859601 0.1612766 0.4770674 0.16645184 0.1803272 0.05283714 0.008476360
[240,] 7.979437e-02 -0.06529728 0.3873124 0.1625733 0.4781480 0.16826005 0.1814303 0.05339020 0.009057493
[241,] 8.045321e-02 -0.06442529 0.3878369 0.1630781 0.4785681 0.16896256 0.1818622 0.05361063 0.009292181
[242,] 9.649674e-02 -0.04286285 0.4005027 0.1755568 0.4888703 0.18609216 0.1929853 0.05993663 0.016533516
[243,] 9.735636e-02 -0.04169113 0.4011754 0.1762343 0.4894260 0.18700925 0.1936142 0.06032646 0.017001208
[244,] 1.101744e-01 -0.02404790 0.4111342 0.1864206 0.4977492 0.20063989 0.2033861 0.06673385 0.024868138
n=150 n=220 n=340 n=510 n=760
[1,] 0.0965311122 0.14217065 0.0859153516 0.1015150479 0.081874054
[2,] 0.0666815150 0.12627832 0.0562012934 0.0712933728 0.053393103
[3,] 0.0634466443 0.12463002 0.0529382861 0.0680780196 0.050647332
[4,] 0.0561630251 0.12097117 0.0455505735 0.0608196415 0.044767072
[5,] 0.0512218320 0.11852368 0.0405032315 0.0558704325 0.041019987
[6,] 0.0449747132 0.11546665 0.0340760420 0.0495779993 0.036554703
[7,] 0.0446598103 0.11531363 0.0337507716 0.0492595390 0.036337469
[8,] 0.0405640288 0.11333303 0.0295107240 0.0451025668 0.033579283
[9,] 0.0361629568 0.11122601 0.0249379549 0.0405959339 0.030752823
[10,] 0.0296115328 0.10813490 0.0181021672 0.0337735375 0.026800959
[11,] 0.0279459819 0.10735864 0.0163577011 0.0320102201 0.025844086
[12,] 0.0277568255 0.10727075 0.0161594091 0.0318091255 0.025736655
[13,] 0.0272379003 0.10702993 0.0156152469 0.0312565569 0.025443243
[14,] 0.0261120624 0.10650897 0.0144338041 0.0300531375 0.024813295
[15,] 0.0249485375 0.10597283 0.0132116495 0.0288026117 0.024171861
[16,] 0.0236564748 0.10538028 0.0118531920 0.0274055516 0.023471105
[17,] 0.0210619876 0.10420003 0.0091218844 0.0245726416 0.022101230
[18,] 0.0204320111 0.10391549 0.0084581325 0.0238790318 0.021776267
[19,] 0.0195369723 0.10351267 0.0075148331 0.0228896045 0.021319870
[20,] 0.0129639466 0.10061081 0.0005851314 0.0154719076 0.018171701
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[231,] -0.0315539895 0.09080294 0.0157393832 -0.0175892352 0.028009611
[232,] -0.0287297855 0.09383589 0.0243646063 -0.0112821399 0.031944575
[233,] -0.0282959661 0.09429097 0.0256129682 -0.0103469852 0.032526889
[234,] -0.0277893752 0.09481945 0.0270490055 -0.0092641765 0.033200286
[235,] -0.0258105418 0.09685744 0.0324595687 -0.0051158972 0.035769919
[236,] -0.0246056949 0.09808100 0.0356186263 -0.0026438859 0.037294101
[237,] -0.0237738259 0.09891947 0.0377474456 -0.0009576568 0.038331691
[238,] -0.0234246386 0.09927005 0.0386292344 -0.0002544528 0.038764066
[239,] -0.0226633211 0.10003187 0.0405289315 0.0012698599 0.039701090
[240,] -0.0218579313 0.10083443 0.0425063590 0.0028699981 0.040685001
[241,] -0.0215410705 0.10114933 0.0432757109 0.0034962379 0.041070265
[242,] -0.0131391604 0.10935899 0.0622088208 0.0195466602 0.051032254
[243,] -0.0126527904 0.10982668 0.0632301959 0.0204467409 0.051598563
[244,] -0.0049828768 0.11709192 0.0784659860 0.0342090909 0.060442858
> str(pSqT <- vapply(SmPen005TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT
num [1:244, 1:14] -0.108 -0.0976 -0.0963 -0.0932 -0.0911 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -1.080102e-01 -0.14460008 0.2360291 0.1521777 0.3959816 0.14622881 0.2386970 0.08479348 0.161723891
[2,] -9.757780e-02 -0.16673131 0.2429029 0.1347495 0.3947052 0.12029110 0.2193321 0.07044396 0.137761888
[3,] -9.628716e-02 -0.16886701 0.2438107 0.1329672 0.3946968 0.11765110 0.2171605 0.06912573 0.134966640
[4,] -9.324503e-02 -0.17344789 0.2459947 0.1290430 0.3947810 0.11185365 0.2122151 0.06632999 0.128503123
[5,] -9.106515e-02 -0.17636117 0.2475935 0.1264551 0.3949233 0.10804496 0.2088147 0.06457191 0.123985387
[6,] -8.816007e-02 -0.17979686 0.2497624 0.1232752 0.3952081 0.10338595 0.2044614 0.06251308 0.118120228
[7,] -8.800890e-02 -0.17996225 0.2498764 0.1231177 0.3952257 0.10315598 0.2042403 0.06241422 0.117820081
[8,] -8.599862e-02 -0.18204102 0.2514011 0.1210957 0.3954850 0.10020981 0.2013501 0.06117203 0.113877657
[9,] -8.374162e-02 -0.18411626 0.2531320 0.1189789 0.3958293 0.09714194 0.1982135 0.05992903 0.109563458
[10,] -8.017613e-02 -0.18687059 0.2559023 0.1159443 0.3964795 0.09278141 0.1934876 0.05825889 0.102999881
[11,] -7.922691e-02 -0.18750221 0.2566463 0.1151971 0.3966732 0.09171573 0.1922760 0.05786855 0.101306005
[12,] -7.911795e-02 -0.18757210 0.2567319 0.1151129 0.3966960 0.09159587 0.1921382 0.05782509 0.101113036
[13,] -7.881782e-02 -0.18776186 0.2569678 0.1148826 0.3967592 0.09126833 0.1917599 0.05770677 0.100583045
[14,] -7.816041e-02 -0.18816356 0.2574853 0.1143867 0.3969006 0.09056416 0.1909379 0.05745465 0.099430231
[15,] -7.747187e-02 -0.18856407 0.2580284 0.1138797 0.3970529 0.08984593 0.1900869 0.05720065 0.098234735
[16,] -7.669616e-02 -0.18899099 0.2586418 0.1133233 0.3972293 0.08906006 0.1891403 0.05692635 0.096902531
[17,] -7.510214e-02 -0.18978975 0.2599065 0.1122287 0.3976080 0.08752095 0.1872350 0.05640005 0.094213019
[18,] -7.470757e-02 -0.18997157 0.2602205 0.1119676 0.3977049 0.08715540 0.1867716 0.05627715 0.093557110
[19,] -7.414179e-02 -0.19022153 0.2606712 0.1116001 0.3978462 0.08664174 0.1861128 0.05610579 0.092623333
[20,] -6.979011e-02 -0.19174014 0.2641579 0.1090299 0.3990158 0.08308975 0.1812671 0.05496132 0.085699182
[21,] -6.958493e-02 -0.19179487 0.2643231 0.1089196 0.3990744 0.08293911 0.1810482 0.05491423 0.085383710
[22,] -6.703908e-02 -0.19235540 0.2663775 0.1076290 0.3998264 0.08119038 0.1784026 0.05437431 0.081549017
[23,] -6.505372e-02 -0.19264613 0.2679854 0.1067200 0.4004432 0.07997667 0.1764292 0.05400495 0.078658677
[24,] -6.456827e-02 -0.19269852 0.2683792 0.1065103 0.4005979 0.07969928 0.1759585 0.05392079 0.077965002
[25,] -6.297936e-02 -0.19282031 0.2696698 0.1058580 0.4011147 0.07884329 0.1744502 0.05366027 0.075729753
[26,] -6.180735e-02 -0.19286268 0.2706232 0.1054094 0.4015058 0.07826189 0.1733691 0.05348118 0.074115015
[27,] -6.062614e-02 -0.19286591 0.2715851 0.1049848 0.4019083 0.07771787 0.1723063 0.05331031 0.072516120
[28,] -5.930984e-02 -0.19282420 0.2726583 0.1045433 0.4023663 0.07716017 0.1711534 0.05312953 0.070767332
[29,] -5.890012e-02 -0.19280169 0.2729926 0.1044126 0.4025109 0.07699685 0.1708013 0.05307500 0.070229932
[30,] -5.848932e-02 -0.19277467 0.2733278 0.1042848 0.4026568 0.07683792 0.1704515 0.05302102 0.069694360
[31,] -5.839436e-02 -0.19276779 0.2734053 0.1042557 0.4026907 0.07680187 0.1703711 0.05300864 0.069571025
[32,] -5.795048e-02 -0.19273252 0.2737677 0.1041218 0.4028496 0.07663674 0.1699974 0.05295118 0.068996744
[33,] -5.791872e-02 -0.19272980 0.2737937 0.1041124 0.4028610 0.07662514 0.1699708 0.05294709 0.068955804
[34,] -5.785519e-02 -0.19272428 0.2738456 0.1040936 0.4028839 0.07660202 0.1699177 0.05293893 0.068873957
[35,] -5.567987e-02 -0.19247351 0.2756232 0.1034938 0.4036793 0.07587810 0.1681439 0.05266634 0.066116517
[36,] -5.522830e-02 -0.19240672 0.2759925 0.1033799 0.4038475 0.07574408 0.1677867 0.05261109 0.065554876
[37,] -5.357256e-02 -0.19211987 0.2773475 0.1029933 0.4044733 0.07529938 0.1665094 0.05241102 0.063526200
[38,] -5.344198e-02 -0.19209449 0.2774544 0.1029649 0.4045233 0.07526739 0.1664108 0.05239536 0.063368229
[39,] -5.321322e-02 -0.19204908 0.2776417 0.1029157 0.4046110 0.07521243 0.1662388 0.05236796 0.063092176
[40,] -5.249218e-02 -0.19189805 0.2782322 0.1027667 0.4048890 0.07504809 0.1657030 0.05228185 0.062227861
[41,] -5.226210e-02 -0.19184735 0.2784207 0.1027210 0.4049783 0.07499847 0.1655341 0.05225445 0.061953891
[42,] -5.143777e-02 -0.19165593 0.2790961 0.1025646 0.4053003 0.07483183 0.1649366 0.05215659 0.060979501
[43,] -5.097436e-02 -0.19154167 0.2794759 0.1024817 0.4054827 0.07474572 0.1646061 0.05210177 0.060436611
[44,] -5.074218e-02 -0.19148264 0.2796662 0.1024416 0.4055745 0.07470461 0.1644419 0.05207436 0.060165908
[45,] -5.027685e-02 -0.19136080 0.2800476 0.1023637 0.4057592 0.07462628 0.1641159 0.05201953 0.059625981
[46,] -4.971008e-02 -0.19120608 0.2805123 0.1022737 0.4059855 0.07453814 0.1637241 0.05195292 0.058972997
[47,] -4.954302e-02 -0.19115916 0.2806493 0.1022481 0.4060525 0.07451367 0.1636097 0.05193332 0.058781492
[48,] -4.755935e-02 -0.19055726 0.2822765 0.1019793 0.4068576 0.07427509 0.1622894 0.05170188 0.056540440
[49,] -4.752553e-02 -0.19054630 0.2823042 0.1019753 0.4068714 0.07427184 0.1622675 0.05169796 0.056502752
[50,] -4.414477e-02 -0.18933555 0.2850790 0.1016614 0.4082836 0.07408248 0.1601793 0.05130886 0.052819519
[51,] -4.366144e-02 -0.18914446 0.2854759 0.1016308 0.4084893 0.07407684 0.1598970 0.05125381 0.052306230
[52,] -4.321148e-02 -0.18896263 0.2858453 0.1016054 0.4086818 0.07407631 0.1596378 0.05120270 0.051831262
[53,] -4.289931e-02 -0.18883429 0.2861016 0.1015896 0.4088158 0.07407861 0.1594601 0.05116732 0.051503370
[54,] -4.209908e-02 -0.18849715 0.2867587 0.1015556 0.4091610 0.07409434 0.1590121 0.05107691 0.050668871
[55,] -4.195955e-02 -0.18843717 0.2868733 0.1015506 0.4092215 0.07409853 0.1589351 0.05106119 0.050524245
[56,] -4.171512e-02 -0.18833127 0.2870740 0.1015426 0.4093276 0.07410689 0.1588011 0.05103369 0.050271507
[57,] -4.168017e-02 -0.18831604 0.2871027 0.1015415 0.4093428 0.07410819 0.1587820 0.05102976 0.050235439
[58,] -4.062871e-02 -0.18784770 0.2879662 0.1015175 0.4098020 0.07415977 0.1582175 0.05091193 0.049157775
[59,] -3.832987e-02 -0.18675706 0.2898548 0.1015198 0.4108206 0.07435479 0.1570486 0.05065704 0.046852490
[60,] -3.818748e-02 -0.18668657 0.2899719 0.1015224 0.4108843 0.07437052 0.1569791 0.05064138 0.046711979
[61,] -3.758112e-02 -0.18638264 0.2904703 0.1015366 0.4111566 0.07444221 0.1566870 0.05057486 0.046116589
[62,] -3.750966e-02 -0.18634642 0.2905291 0.1015386 0.4111888 0.07445116 0.1566530 0.05056703 0.046046734
[63,] -3.743817e-02 -0.18631010 0.2905879 0.1015407 0.4112210 0.07446021 0.1566191 0.05055921 0.045976919
[64,] -3.736665e-02 -0.18627369 0.2906467 0.1015428 0.4112532 0.07446938 0.1565852 0.05055139 0.045907144
[65,] -3.711612e-02 -0.18614548 0.2908527 0.1015509 0.4113663 0.07450231 0.1564672 0.05052403 0.045663250
[66,] -3.571430e-02 -0.18540946 0.2920060 0.1016119 0.4120031 0.07471012 0.1558262 0.05037178 0.044313559
[67,] -3.567822e-02 -0.18539011 0.2920357 0.1016138 0.4120196 0.07471599 0.1558102 0.05036788 0.044279157
[68,] -3.560604e-02 -0.18535133 0.2920951 0.1016177 0.4120526 0.07472782 0.1557781 0.05036009 0.044210385
[69,] -3.350111e-02 -0.18418486 0.2938289 0.1017618 0.4130224 0.07511809 0.1548802 0.05013451 0.042234166
[70,] -3.244010e-02 -0.18357149 0.2947040 0.1018564 0.4135169 0.07534762 0.1544550 0.05002208 0.041259327
[71,] -3.229331e-02 -0.18348532 0.2948252 0.1018707 0.4135856 0.07538108 0.1543976 0.05000659 0.041125565
[72,] -3.196262e-02 -0.18329004 0.2950981 0.1019038 0.4137407 0.07545797 0.1542696 0.04997176 0.040825224
[73,] -3.181548e-02 -0.18320264 0.2952196 0.1019190 0.4138098 0.07549285 0.1542133 0.04995628 0.040692016
[74,] -3.170504e-02 -0.18313684 0.2953108 0.1019306 0.4138617 0.07551930 0.1541712 0.04994468 0.040592222
[75,] -3.122580e-02 -0.18284923 0.2957066 0.1019826 0.4140874 0.07563676 0.1539908 0.04989444 0.040160890
[76,] -3.100422e-02 -0.18271514 0.2958896 0.1020077 0.4141921 0.07569254 0.1539087 0.04987126 0.039962423
[77,] -3.033802e-02 -0.18230779 0.2964403 0.1020867 0.4145076 0.07586578 0.1536664 0.04980180 0.039369338
[78,] -2.978116e-02 -0.18196251 0.2969009 0.1021571 0.4147723 0.07601693 0.1534694 0.04974399 0.038877762
[79,] -2.963241e-02 -0.18186954 0.2970240 0.1021766 0.4148432 0.07605828 0.1534176 0.04972858 0.038747085
[80,] -2.929731e-02 -0.18165899 0.2973013 0.1022214 0.4150032 0.07615292 0.1533022 0.04969393 0.038453694
[81,] -2.918549e-02 -0.18158838 0.2973939 0.1022367 0.4150567 0.07618497 0.1532641 0.04968239 0.038356091
[82,] -2.813886e-02 -0.18091926 0.2982607 0.1023871 0.4155589 0.07649596 0.1529171 0.04957475 0.037449846
[83,] -2.810138e-02 -0.18089503 0.2982918 0.1023927 0.4155769 0.07650747 0.1529050 0.04957091 0.037417638
[84,] -2.783883e-02 -0.18072473 0.2985094 0.1024327 0.4157034 0.07658878 0.1528208 0.04954404 0.037192487
[85,] -2.746319e-02 -0.18047946 0.2988208 0.1024913 0.4158849 0.07670728 0.1527023 0.04950566 0.036871770
[86,] -2.742559e-02 -0.18045481 0.2988520 0.1024973 0.4159030 0.07671928 0.1526905 0.04950183 0.036839759
[87,] -2.731274e-02 -0.18038071 0.2989456 0.1025153 0.4159576 0.07675545 0.1526554 0.04949032 0.036743790
[88,] -2.602948e-02 -0.17952631 0.3000104 0.1027308 0.4165811 0.07718271 0.1522701 0.04936005 0.035663051
[89,] -2.561261e-02 -0.17924417 0.3003565 0.1028050 0.4167847 0.07732778 0.1521504 0.04931795 0.035316129
[90,] -2.553672e-02 -0.17919257 0.3004195 0.1028188 0.4168218 0.07735451 0.1521289 0.04931030 0.035253196
[91,] -2.546081e-02 -0.17914088 0.3004826 0.1028326 0.4168589 0.07738135 0.1521075 0.04930265 0.035190308
[92,] -2.542285e-02 -0.17911500 0.3005141 0.1028395 0.4168775 0.07739482 0.1520968 0.04929883 0.035158880
[93,] -2.527091e-02 -0.17901126 0.3006403 0.1028674 0.4169519 0.07744895 0.1520543 0.04928353 0.035033282
[94,] -2.401326e-02 -0.17814131 0.3016856 0.1031090 0.4175703 0.07791243 0.1517161 0.04915744 0.034003947
[95,] -2.382205e-02 -0.17800733 0.3018446 0.1031473 0.4176648 0.07798528 0.1516668 0.04913836 0.033849061
[96,] -2.359237e-02 -0.17784579 0.3020356 0.1031939 0.4177783 0.07807362 0.1516083 0.04911546 0.033663575
[97,] -2.263271e-02 -0.17716388 0.3028341 0.1033953 0.4182544 0.07845245 0.1513726 0.04902010 0.032895164
[98,] -2.232470e-02 -0.17694267 0.3030905 0.1034622 0.4184077 0.07857734 0.1513000 0.04898961 0.032650798
[99,] -2.182325e-02 -0.17658010 0.3035080 0.1035734 0.4186579 0.07878407 0.1511847 0.04894008 0.032255296
[100,] -2.151409e-02 -0.17635507 0.3037655 0.1036433 0.4188125 0.07891363 0.1511155 0.04890960 0.032012894
[101,] -2.112700e-02 -0.17607176 0.3040880 0.1037325 0.4190064 0.07907808 0.1510308 0.04887153 0.031710952
[102,] -2.101074e-02 -0.17598632 0.3041848 0.1037596 0.4190647 0.07912795 0.1510058 0.04886011 0.031620600
[103,] -2.093320e-02 -0.17592925 0.3042494 0.1037777 0.4191036 0.07916135 0.1509893 0.04885249 0.031560425
[104,] -2.058392e-02 -0.17567132 0.3045405 0.1038604 0.4192791 0.07931298 0.1509159 0.04881824 0.031290225
[105,] -2.042851e-02 -0.17555610 0.3046700 0.1038976 0.4193573 0.07938110 0.1508838 0.04880301 0.031170446
[106,] -2.011734e-02 -0.17532458 0.3049294 0.1039729 0.4195141 0.07951867 0.1508206 0.04877258 0.030931463
[107,] -1.996159e-02 -0.17520827 0.3050593 0.1040110 0.4195926 0.07958812 0.1507895 0.04875736 0.030812259
[108,] -1.961075e-02 -0.17494528 0.3053518 0.1040978 0.4197698 0.07974603 0.1507208 0.04872313 0.030544755
[109,] -1.902477e-02 -0.17450292 0.3058405 0.1042459 0.4200665 0.08001422 0.1506101 0.04866609 0.030101094
[110,] -1.863324e-02 -0.17420522 0.3061671 0.1043469 0.4202652 0.08019651 0.1505389 0.04862807 0.029806842
[111,] -1.831952e-02 -0.17396545 0.3064289 0.1044291 0.4204247 0.08034435 0.1504835 0.04859766 0.029572321
[112,] -1.812322e-02 -0.17381487 0.3065927 0.1044810 0.4205247 0.08043766 0.1504495 0.04857866 0.029426146
[113,] -1.725741e-02 -0.17314570 0.3073154 0.1047152 0.4209666 0.08085652 0.1503065 0.04849506 0.028786646
[114,] -1.634864e-02 -0.17243463 0.3080742 0.1049696 0.4214325 0.08130891 0.1501681 0.04840769 0.028124532
[115,] -1.587304e-02 -0.17205899 0.3084715 0.1051063 0.4216772 0.08155081 0.1501004 0.04836211 0.027781726
[116,] -1.555540e-02 -0.17180679 0.3087369 0.1051990 0.4218409 0.08171432 0.1500570 0.04833173 0.027554203
[117,] -1.523733e-02 -0.17155319 0.3090026 0.1052928 0.4220050 0.08187962 0.1500150 0.04830134 0.027327496
[118,] -1.491880e-02 -0.17129818 0.3092688 0.1053878 0.4221697 0.08204670 0.1499744 0.04827096 0.027101607
[119,] -1.475937e-02 -0.17117014 0.3094021 0.1054358 0.4222522 0.08213091 0.1499546 0.04825577 0.026988971
[120,] -1.471949e-02 -0.17113808 0.3094354 0.1054478 0.4222728 0.08215204 0.1499497 0.04825197 0.026960844
[121,] -1.416050e-02 -0.17068689 0.3099026 0.1056183 0.4225627 0.08245068 0.1498834 0.04819880 0.026568422
[122,] -1.384046e-02 -0.17042714 0.3101702 0.1057174 0.4227289 0.08262378 0.1498475 0.04816842 0.026345320
[123,] -1.263630e-02 -0.16944064 0.3111770 0.1060998 0.4233567 0.08328876 0.1497251 0.04805446 0.025516134
[124,] -1.174923e-02 -0.16870473 0.3119190 0.1063910 0.4238212 0.08379227 0.1496478 0.04797088 0.024915607
[125,] -1.170883e-02 -0.16867103 0.3119528 0.1064044 0.4238425 0.08381548 0.1496445 0.04796708 0.024888463
[126,] -1.154715e-02 -0.16853601 0.3120881 0.1064584 0.4239273 0.08390858 0.1496317 0.04795188 0.024780022
[127,] -1.130441e-02 -0.16833283 0.3122912 0.1065400 0.4240549 0.08404906 0.1496130 0.04792908 0.024617761
[128,] -1.077763e-02 -0.16788992 0.3127319 0.1067191 0.4243322 0.08435684 0.1495753 0.04787967 0.024267854
[129,] -1.053409e-02 -0.16768426 0.3129357 0.1068028 0.4244606 0.08450047 0.1495591 0.04785686 0.024107127
[130,] -1.049348e-02 -0.16764991 0.3129697 0.1068168 0.4244820 0.08452450 0.1495565 0.04785306 0.024080387
[131,] -1.024965e-02 -0.16744334 0.3131737 0.1069014 0.4246107 0.08466929 0.1495412 0.04783024 0.023920228
[132,] -1.020898e-02 -0.16740884 0.3132078 0.1069155 0.4246322 0.08469351 0.1495387 0.04782644 0.023893583
[133,] -9.801961e-03 -0.16706260 0.3135484 0.1070581 0.4248474 0.08493730 0.1495151 0.04778841 0.023627875
[134,] -9.638955e-03 -0.16692350 0.3136848 0.1071157 0.4249337 0.08503559 0.1495062 0.04777320 0.023521973
[135,] -9.475835e-03 -0.16678405 0.3138214 0.1071736 0.4250201 0.08513432 0.1494977 0.04775798 0.023416291
[136,] -9.108403e-03 -0.16646903 0.3141289 0.1073049 0.4252149 0.08535807 0.1494799 0.04772375 0.023179307
[137,] -9.067541e-03 -0.16643392 0.3141631 0.1073196 0.4252366 0.08538307 0.1494780 0.04771994 0.023153044
[138,] -8.863129e-03 -0.16625804 0.3143342 0.1073933 0.4253452 0.08550847 0.1494689 0.04770091 0.023021936
[139,] -8.740397e-03 -0.16615226 0.3144370 0.1074378 0.4254104 0.08558404 0.1494637 0.04768950 0.022943437
[140,] -8.453774e-03 -0.16590466 0.3146769 0.1075422 0.4255628 0.08576134 0.1494523 0.04766286 0.022760755
[141,] -8.125781e-03 -0.16562040 0.3149515 0.1076626 0.4257374 0.08596560 0.1494405 0.04763240 0.022552808
[142,] -8.043711e-03 -0.16554912 0.3150202 0.1076929 0.4257812 0.08601694 0.1494378 0.04762478 0.022500960
[143,] -7.344978e-03 -0.16493975 0.3156052 0.1079535 0.4261541 0.08645773 0.1494180 0.04756004 0.022062501
[144,] -6.561614e-03 -0.16425130 0.3162612 0.1082513 0.4265735 0.08695966 0.1494030 0.04748763 0.021577243
[145,] -6.272360e-03 -0.16399571 0.3165034 0.1083626 0.4267287 0.08714703 0.1493994 0.04746094 0.021399743
[146,] -5.651357e-03 -0.16344444 0.3170234 0.1086044 0.4270624 0.08755297 0.1493951 0.04740372 0.021021719
[147,] -5.485486e-03 -0.16329662 0.3171624 0.1086696 0.4271517 0.08766224 0.1493947 0.04738845 0.020921451
[148,] -5.319501e-03 -0.16314846 0.3173014 0.1087351 0.4272411 0.08777193 0.1493947 0.04737319 0.020821410
[149,] -4.904041e-03 -0.16277654 0.3176493 0.1089001 0.4274651 0.08804803 0.1493960 0.04733501 0.020572305
[150,] -4.654422e-03 -0.16255236 0.3178584 0.1090000 0.4275998 0.08821496 0.1493979 0.04731209 0.020423528
[151,] -4.362877e-03 -0.16228984 0.3181025 0.1091173 0.4277574 0.08841091 0.1494009 0.04728536 0.020250605
[152,] -3.904029e-03 -0.16187519 0.3184869 0.1093036 0.4280057 0.08872146 0.1494078 0.04724334 0.019980291
[153,] -2.564288e-03 -0.16065418 0.3196090 0.1098582 0.4287331 0.08964288 0.1494421 0.04712118 0.019203855
[154,] -1.975850e-03 -0.16011310 0.3201019 0.1101067 0.4290538 0.09005438 0.1494637 0.04706782 0.018868844
[155,] -1.891673e-03 -0.16003546 0.3201724 0.1101425 0.4290997 0.09011357 0.1494671 0.04706021 0.018821219
[156,] -1.259433e-03 -0.15945044 0.3207019 0.1104132 0.4294450 0.09056084 0.1494954 0.04700316 0.018465903
[157,] -1.175012e-03 -0.15937208 0.3207726 0.1104497 0.4294912 0.09062091 0.1494996 0.04699556 0.018418778
[158,] -9.215792e-04 -0.15913647 0.3209849 0.1105593 0.4296299 0.09080174 0.1495124 0.04697280 0.018277757
[159,] -7.493799e-05 -0.15834558 0.3216940 0.1109296 0.4300941 0.09141111 0.1495606 0.04689713 0.017811548
[160,] 9.883950e-06 -0.15826602 0.3217651 0.1109670 0.4301407 0.09147260 0.1495659 0.04688959 0.017765256
[161,] 5.194186e-04 -0.15778689 0.3221918 0.1111931 0.4304208 0.09184367 0.1495992 0.04684442 0.017488761
[162,] 1.029988e-03 -0.15730469 0.3226194 0.1114217 0.4307020 0.09221835 0.1496355 0.04679943 0.017214437
[163,] 1.072582e-03 -0.15726437 0.3226551 0.1114409 0.4307255 0.09224973 0.1496387 0.04679569 0.017191675
[164,] 1.157792e-03 -0.15718366 0.3227264 0.1114793 0.4307725 0.09231258 0.1496451 0.04678821 0.017146196
[165,] 1.413594e-03 -0.15694104 0.3229407 0.1115949 0.4309136 0.09250171 0.1496647 0.04676582 0.017010126
[166,] 2.054232e-03 -0.15633113 0.3234772 0.1118867 0.4312675 0.09297842 0.1497170 0.04671009 0.016672354
[167,] 2.739365e-03 -0.15567529 0.3240509 0.1122024 0.4316469 0.09349302 0.1497778 0.04665109 0.016315870
[168,] 2.953848e-03 -0.15546924 0.3242305 0.1123020 0.4317658 0.09365511 0.1497978 0.04663276 0.016205280
[169,] 3.512346e-03 -0.15493101 0.3246981 0.1125629 0.4320759 0.09407939 0.1498524 0.04658536 0.015919563
[170,] 3.770525e-03 -0.15468139 0.3249142 0.1126844 0.4322194 0.09427658 0.1498788 0.04656362 0.015788582
[171,] 4.330806e-03 -0.15413794 0.3253833 0.1129497 0.4325313 0.09470681 0.1499384 0.04651684 0.015506725
[172,] 4.417111e-03 -0.15405401 0.3254556 0.1129908 0.4325794 0.09477336 0.1499478 0.04650968 0.015463599
[173,] 5.195161e-03 -0.15329489 0.3261069 0.1133637 0.4330136 0.09537658 0.1500367 0.04644577 0.015078305
[174,] 5.845326e-03 -0.15265707 0.3266510 0.1136788 0.4333772 0.09588511 0.1501158 0.04639328 0.014761162
[175,] 7.761882e-03 -0.15075882 0.3282548 0.1146255 0.4344533 0.09740708 0.1503740 0.04624383 0.013851768
[176,] 7.980561e-03 -0.15054054 0.3284377 0.1147351 0.4345765 0.09758286 0.1504058 0.04622731 0.013750419
[177,] 8.111856e-03 -0.15040932 0.3285476 0.1148012 0.4346505 0.09768861 0.1504252 0.04621745 0.013689806
[178,] 8.857095e-03 -0.14966216 0.3291710 0.1151782 0.4350710 0.09829169 0.1505381 0.04616228 0.013349133
[179,] 9.780588e-03 -0.14873085 0.3299433 0.1156507 0.4355934 0.09904574 0.1506856 0.04609588 0.012934908
[180,] 9.912777e-03 -0.14859706 0.3300538 0.1157188 0.4356683 0.09915427 0.1507074 0.04608656 0.012876332
[181,] 1.026560e-02 -0.14823935 0.3303488 0.1159012 0.4358683 0.09944468 0.1507664 0.04606192 0.012720869
[182,] 1.083994e-02 -0.14765521 0.3308290 0.1161999 0.4361943 0.09991964 0.1508649 0.04602255 0.012470534
[183,] 1.088417e-02 -0.14761013 0.3308660 0.1162230 0.4362195 0.09995633 0.1508727 0.04601955 0.012451396
[184,] 1.123828e-02 -0.14724874 0.3311620 0.1164083 0.4364208 0.10025067 0.1509352 0.04599579 0.012298897
[185,] 1.323886e-02 -0.14519110 0.3328337 0.1174710 0.4375618 0.10193256 0.1513105 0.04586853 0.011461430
[186,] 1.337276e-02 -0.14505242 0.3329455 0.1175430 0.4376384 0.10204626 0.1513370 0.04586046 0.011406837
[187,] 1.426710e-02 -0.14412315 0.3336925 0.1180271 0.4381506 0.10280922 0.1515179 0.04580801 0.011046881
[188,] 1.485000e-02 -0.14351467 0.3341792 0.1183453 0.4384852 0.10330976 0.1516397 0.04577525 0.010816663
[189,] 1.516438e-02 -0.14318558 0.3344416 0.1185178 0.4386658 0.10358077 0.1517067 0.04575806 0.010693935
[190,] 1.592937e-02 -0.14238214 0.3350802 0.1189400 0.4391060 0.10424328 0.1518735 0.04571765 0.010399506
[191,] 1.624498e-02 -0.14204957 0.3353435 0.1191152 0.4392878 0.10451786 0.1519438 0.04570158 0.010279773
[192,] 1.683208e-02 -0.14142925 0.3358334 0.1194428 0.4396265 0.10503051 0.1520770 0.04567263 0.010059752
[193,] 1.692251e-02 -0.14133351 0.3359088 0.1194934 0.4396787 0.10510969 0.1520978 0.04566829 0.010026174
[194,] 1.719399e-02 -0.14104579 0.3361353 0.1196457 0.4398355 0.10534774 0.1521607 0.04565542 0.009925876
[195,] 1.787383e-02 -0.14032323 0.3367023 0.1200290 0.4402287 0.10594614 0.1523210 0.04562439 0.009678003
[196,] 1.882841e-02 -0.13930386 0.3374982 0.1205717 0.4407818 0.10679170 0.1525530 0.04558378 0.009337936
[197,] 1.919291e-02 -0.13891314 0.3378020 0.1207803 0.4409934 0.10711620 0.1526437 0.04556920 0.009210545
[198,] 1.923851e-02 -0.13886421 0.3378400 0.1208065 0.4410199 0.10715685 0.1526551 0.04556741 0.009194706
[199,] 2.074732e-02 -0.13723791 0.3390972 0.1216783 0.4418977 0.10850978 0.1530436 0.04551296 0.008682652
[200,] 2.175767e-02 -0.13614130 0.3399385 0.1222691 0.4424872 0.10942387 0.1533148 0.04548169 0.008352947
[201,] 2.300255e-02 -0.13478193 0.3409746 0.1230045 0.4432155 0.11055880 0.1536610 0.04544908 0.007961358
[202,] 2.476377e-02 -0.13284351 0.3424394 0.1240589 0.4442495 0.11218017 0.1541733 0.04541446 0.007435291
[203,] 2.527560e-02 -0.13227690 0.3428648 0.1243683 0.4445507 0.11265470 0.1543271 0.04540699 0.007288616
[204,] 2.536876e-02 -0.13217362 0.3429422 0.1244248 0.4446055 0.11274122 0.1543553 0.04540576 0.007262223
[205,] 2.592833e-02 -0.13155220 0.3434072 0.1247648 0.4449353 0.11326197 0.1545264 0.04539921 0.007105655
[206,] 2.747268e-02 -0.12982823 0.3446897 0.1257111 0.4458475 0.11470800 0.1550121 0.04538868 0.006691165
[207,] 2.780131e-02 -0.12945970 0.3449625 0.1259140 0.4460420 0.11501735 0.1551180 0.04538789 0.006606322
[208,] 2.878941e-02 -0.12834815 0.3457824 0.1265271 0.4466276 0.11595080 0.1554417 0.04538865 0.006358384
[209,] 2.987540e-02 -0.12712051 0.3466829 0.1272061 0.4472726 0.11698240 0.1558067 0.04539499 0.006098350
[210,] 2.992270e-02 -0.12706689 0.3467221 0.1272358 0.4473007 0.11702747 0.1558228 0.04539540 0.006087321
[211,] 3.044357e-02 -0.12647576 0.3471539 0.1275635 0.4476106 0.11752442 0.1560014 0.04540064 0.005967539
[212,] 3.053837e-02 -0.12636802 0.3472324 0.1276233 0.4476671 0.11761501 0.1560342 0.04540174 0.005946065
[213,] 3.087041e-02 -0.12599030 0.3475076 0.1278330 0.4478648 0.11793263 0.1561495 0.04540595 0.005871647
[214,] 3.091788e-02 -0.12593626 0.3475469 0.1278630 0.4478931 0.11797807 0.1561660 0.04540659 0.005861110
[215,] 3.163074e-02 -0.12512322 0.3481374 0.1283150 0.4483181 0.11866190 0.1564168 0.04541769 0.005705909
[216,] 3.182112e-02 -0.12490564 0.3482950 0.1284362 0.4484317 0.11884492 0.1564844 0.04542109 0.005665430
[217,] 3.623314e-02 -0.11981281 0.3519435 0.1312857 0.4510763 0.12313103 0.1581324 0.04555327 0.004843276
[218,] 3.642642e-02 -0.11958754 0.3521031 0.1314124 0.4511927 0.12332065 0.1582081 0.04556146 0.004812394
[219,] 3.846311e-02 -0.11720295 0.3537837 0.1327557 0.4524212 0.12532761 0.1590229 0.04566028 0.004513508
[220,] 3.924251e-02 -0.11628530 0.3544262 0.1332739 0.4528925 0.12609976 0.1593431 0.04570427 0.004412032
[221,] 4.051317e-02 -0.11478328 0.3554729 0.1341234 0.4536622 0.12736332 0.1598750 0.04578341 0.004262015
[222,] 4.056214e-02 -0.11472524 0.3555132 0.1341563 0.4536919 0.12741214 0.1598957 0.04578665 0.004256617
[223,] 4.154322e-02 -0.11356033 0.3563208 0.1348163 0.4542874 0.12839176 0.1603150 0.04585442 0.004154471
[224,] 4.203490e-02 -0.11297490 0.3567253 0.1351483 0.4545862 0.12888395 0.1605278 0.04589050 0.004107581
[225,] 4.282317e-02 -0.11203411 0.3573735 0.1356824 0.4550658 0.12967469 0.1608727 0.04595133 0.004038402
[226,] 4.430643e-02 -0.11025651 0.3585922 0.1366928 0.4559698 0.13116804 0.1615340 0.04607581 0.003928228
[227,] 4.599577e-02 -0.10822047 0.3599786 0.1378521 0.4570021 0.13287710 0.1623064 0.04623376 0.003834465
[228,] 4.609542e-02 -0.10810000 0.3600603 0.1379208 0.4570630 0.13297818 0.1623526 0.04624362 0.003829987
[229,] 4.664403e-02 -0.10743599 0.3605102 0.1382993 0.4573989 0.13353516 0.1626081 0.04629900 0.003807434
[230,] 4.935066e-02 -0.10414191 0.3627267 0.1401802 0.4590600 0.13629531 0.1638990 0.04659962 0.003748450
[231,] 5.626676e-02 -0.09559406 0.3683692 0.1450803 0.4633342 0.14342874 0.1674169 0.04758079 0.003994040
[232,] 6.400843e-02 -0.08581950 0.3746468 0.1507090 0.4681652 0.15152393 0.1717015 0.04905852 0.004944283
[233,] 6.511345e-02 -0.08440774 0.3755394 0.1515236 0.4688585 0.15268701 0.1723410 0.04930328 0.005137802
[234,] 6.638056e-02 -0.08278404 0.3765618 0.1524609 0.4696545 0.15402268 0.1730825 0.04959454 0.005377296
[235,] 7.111888e-02 -0.07666753 0.3803748 0.1559950 0.4726413 0.15903402 0.1759303 0.05078535 0.006438318
[236,] 7.386220e-02 -0.07309526 0.3825748 0.1580608 0.4743775 0.16194554 0.1776310 0.05154913 0.007171884
[237,] 7.570250e-02 -0.07068664 0.3840474 0.1594543 0.4755449 0.16390205 0.1787922 0.05209247 0.007713035
[238,] 7.646292e-02 -0.06968858 0.3846551 0.1600318 0.4760279 0.16471119 0.1792767 0.05232430 0.007948148
[239,] 7.809765e-02 -0.06753756 0.3859601 0.1612766 0.4770674 0.16645184 0.1803272 0.05283714 0.008476360
[240,] 7.979437e-02 -0.06529728 0.3873124 0.1625733 0.4781480 0.16826005 0.1814303 0.05339020 0.009057493
[241,] 8.045321e-02 -0.06442529 0.3878369 0.1630781 0.4785681 0.16896256 0.1818622 0.05361063 0.009292181
[242,] 9.649674e-02 -0.04286285 0.4005027 0.1755568 0.4888703 0.18609216 0.1929853 0.05993663 0.016533516
[243,] 9.735636e-02 -0.04169113 0.4011754 0.1762343 0.4894260 0.18700925 0.1936142 0.06032646 0.017001208
[244,] 1.101744e-01 -0.02404790 0.4111342 0.1864206 0.4977492 0.20063989 0.2033861 0.06673385 0.024868138
n=150 n=220 n=340 n=510 n=760
[1,] 0.0965311122 0.14217065 0.0859153516 0.1015150479 0.081874054
[2,] 0.0666815150 0.12627832 0.0562012934 0.0712933728 0.053393103
[3,] 0.0634466443 0.12463002 0.0529382861 0.0680780196 0.050647332
[4,] 0.0561630251 0.12097117 0.0455505735 0.0608196415 0.044767072
[5,] 0.0512218320 0.11852368 0.0405032315 0.0558704325 0.041019987
[6,] 0.0449747132 0.11546665 0.0340760420 0.0495779993 0.036554703
[7,] 0.0446598103 0.11531363 0.0337507716 0.0492595390 0.036337469
[8,] 0.0405640288 0.11333303 0.0295107240 0.0451025668 0.033579283
[9,] 0.0361629568 0.11122601 0.0249379549 0.0405959339 0.030752823
[10,] 0.0296115328 0.10813490 0.0181021672 0.0337735375 0.026800959
[11,] 0.0279459819 0.10735864 0.0163577011 0.0320102201 0.025844086
[12,] 0.0277568255 0.10727075 0.0161594091 0.0318091255 0.025736655
[13,] 0.0272379003 0.10702993 0.0156152469 0.0312565569 0.025443243
[14,] 0.0261120624 0.10650897 0.0144338041 0.0300531375 0.024813295
[15,] 0.0249485375 0.10597283 0.0132116495 0.0288026117 0.024171861
[16,] 0.0236564748 0.10538028 0.0118531920 0.0274055516 0.023471105
[17,] 0.0210619876 0.10420003 0.0091218844 0.0245726416 0.022101230
[18,] 0.0204320111 0.10391549 0.0084581325 0.0238790318 0.021776267
[19,] 0.0195369723 0.10351267 0.0075148331 0.0228896045 0.021319870
[20,] 0.0129639466 0.10061081 0.0005851314 0.0154719076 0.018171701
[21,] 0.0126670338 0.10048227 0.0002724740 0.0151302927 0.018038573
[22,] 0.0090745763 0.09894556 -0.0035013649 0.0109504842 0.016496086
[23,] 0.0063861099 0.09781721 -0.0063090378 0.0077654552 0.015428487
[24,] 0.0057432044 0.09754991 -0.0069774560 0.0069965436 0.015184763
[25,] 0.0036773423 0.09669693 -0.0091156774 0.0045075204 0.014432816
[26,] 0.0021905385 0.09608824 -0.0106446072 0.0026992366 0.013921869
[27,] 0.0007236773 0.09549131 -0.0121445734 0.0009004891 0.013443224
[28,] -0.0008735925 0.09484471 -0.0137681003 -0.0010761157 0.012951325
[29,] -0.0013627653 0.09464730 -0.0142631781 -0.0016854068 0.012806919
[30,] -0.0018494371 0.09445115 -0.0147546779 -0.0022934613 0.012666212
[31,] -0.0019613889 0.09440606 -0.0148675891 -0.0024336023 0.012634266
[32,] -0.0024820505 0.09419652 -0.0153919512 -0.0030866838 0.012487780
[33,] -0.0025191280 0.09418160 -0.0154292436 -0.0031332739 0.012477480
[34,] -0.0025932379 0.09415180 -0.0155037633 -0.0032264303 0.012456946
[35,] -0.0050766779 0.09315531 -0.0179846081 -0.0063731742 0.011810333
[36,] -0.0055790880 0.09295410 -0.0184823300 -0.0070156155 0.011689470
[37,] -0.0073830313 0.09223199 -0.0202563176 -0.0093379991 0.011283164
[38,] -0.0075227531 0.09217606 -0.0203927801 -0.0095188623 0.011253491
[39,] -0.0077666424 0.09207843 -0.0206306274 -0.0098348926 0.011202311
[40,] -0.0085279531 0.09177356 -0.0213700263 -0.0108240173 0.011047566
[41,] -0.0087685243 0.09167717 -0.0216026538 -0.0111373831 0.011000244
[42,] -0.0096210897 0.09133532 -0.0224227738 -0.0122509268 0.010838654
[43,] -0.0100939756 0.09114545 -0.0228745658 -0.0128705148 0.010753145
[44,] -0.0103291841 0.09105093 -0.0230984015 -0.0131791894 0.010711705
[45,] -0.0107971180 0.09086270 -0.0235418796 -0.0137942341 0.010631413
[46,] -0.0113608450 0.09063552 -0.0240727306 -0.0145368144 0.010538457
[47,] -0.0115257066 0.09056898 -0.0242272369 -0.0147543059 0.010512041
[48,] -0.0134382831 0.08979287 -0.0259928340 -0.0172873528 0.010230174
[49,] -0.0134701730 0.08977985 -0.0260218240 -0.0173297308 0.010225851
[50,] -0.0165390418 0.08851031 -0.0287297533 -0.0214234896 0.009865907
[51,] -0.0169588494 0.08833344 -0.0290858965 -0.0219850027 0.009825151
[52,] -0.0173455079 0.08816968 -0.0294104599 -0.0225022629 0.009789416
[53,] -0.0176114075 0.08805657 -0.0296316664 -0.0228579822 0.009765846
[54,] -0.0182842716 0.08776849 -0.0301838709 -0.0237579678 0.009709859
[55,] -0.0184003119 0.08771853 -0.0302779700 -0.0239131304 0.009700734
[56,] -0.0186026811 0.08763120 -0.0304412538 -0.0241836809 0.009685193
[57,] -0.0186315181 0.08761874 -0.0304644354 -0.0242222281 0.009683017
[58,] -0.0194881045 0.08724605 -0.0311429381 -0.0253664598 0.009622730
[59,] -0.0212867858 0.08644850 -0.0324984589 -0.0277609113 0.009523029
[60,] -0.0213948837 0.08639995 -0.0325766570 -0.0279042998 0.009518167
[61,] -0.0218509148 0.08619439 -0.0329021554 -0.0285083783 0.009499034
[62,] -0.0219042041 0.08617029 -0.0329397186 -0.0285788742 0.009496943
[63,] -0.0219574173 0.08614622 -0.0329771276 -0.0286492485 0.009494885
[64,] -0.0220105541 0.08612216 -0.0330143822 -0.0287195010 0.009492860
[65,] -0.0221959312 0.08603811 -0.0331435560 -0.0289644206 0.009486028
[66,] -0.0232115134 0.08557455 -0.0338283498 -0.0303009104 0.009455005
[67,] -0.0232371676 0.08556278 -0.0338451258 -0.0303345398 0.009454361
[68,] -0.0232884178 0.08553925 -0.0338785598 -0.0304017007 0.009453096
[69,] -0.0247406502 0.08486798 -0.0347795127 -0.0322912324 0.009428623
[70,] -0.0254418457 0.08454120 -0.0351801196 -0.0331926024 0.009424556
[71,] -0.0255372449 0.08449663 -0.0352327628 -0.0333145989 0.009424379
[72,] -0.0257507197 0.08439683 -0.0353488927 -0.0335870067 0.009424305
[73,] -0.0258450749 0.08435268 -0.0353994757 -0.0337071481 0.009424413
[74,] -0.0259156299 0.08431966 -0.0354369968 -0.0337968782 0.009424550
[75,] -0.0262192699 0.08417743 -0.0355954650 -0.0341819750 0.009425680
[76,] -0.0263582584 0.08411227 -0.0356663436 -0.0343576593 0.009426488
[77,] -0.0267708370 0.08391871 -0.0358704083 -0.0348768925 0.009429945
[78,] -0.0271096034 0.08375962 -0.0360306353 -0.0353005782 0.009433942
[79,] -0.0271991628 0.08371755 -0.0360718529 -0.0354121707 0.009435169
[80,] -0.0273994693 0.08362342 -0.0361622675 -0.0356611053 0.009438170
[81,] -0.0274658676 0.08359221 -0.0361916902 -0.0357434209 0.009439242
[82,] -0.0280766126 0.08330509 -0.0364490060 -0.0364956363 0.009450846
[83,] -0.0280981241 0.08329497 -0.0364576163 -0.0365219622 0.009451310
[84,] -0.0282481212 0.08322445 -0.0365167657 -0.0367051987 0.009454655
[85,] -0.0284606290 0.08312455 -0.0365978508 -0.0369637889 0.009459699
[86,] -0.0284817647 0.08311461 -0.0366057381 -0.0369894422 0.009460220
[87,] -0.0285450464 0.08308487 -0.0366291581 -0.0370661770 0.009461801
[88,] -0.0292490112 0.08275423 -0.0368691591 -0.0379122009 0.009481501
[89,] -0.0294715329 0.08264985 -0.0369367583 -0.0381765771 0.009488538
[90,] -0.0295117152 0.08263102 -0.0369485191 -0.0382241532 0.009489850
[91,] -0.0295518124 0.08261222 -0.0369601165 -0.0382715776 0.009491172
[92,] -0.0295718291 0.08260284 -0.0369658540 -0.0382952329 0.009491837
[93,] -0.0296516827 0.08256542 -0.0369883951 -0.0383894746 0.009494520
[94,] -0.0302974378 0.08226347 -0.0371493230 -0.0391437256 0.009518105
[95,] -0.0303932531 0.08221878 -0.0371697955 -0.0392543762 0.009521898
[96,] -0.0305075297 0.08216553 -0.0371929988 -0.0393858902 0.009526523
[97,] -0.0309754621 0.08194816 -0.0372736144 -0.0399189276 0.009546649
[98,] -0.0311224080 0.08188015 -0.0372939202 -0.0400843877 0.009553373
[99,] -0.0313583171 0.08177126 -0.0373212157 -0.0403479458 0.009564583
[100,] -0.0315017243 0.08170527 -0.0373344955 -0.0405068538 0.009571655
[101,] -0.0316790938 0.08162388 -0.0373473161 -0.0407019602 0.009580685
[102,] -0.0317318958 0.08159970 -0.0373503420 -0.0407597261 0.009583436
[103,] -0.0317669925 0.08158365 -0.0373521487 -0.0407980400 0.009585281
[104,] -0.0319238919 0.08151201 -0.0373581912 -0.0409685040 0.009593695
[105,] -0.0319930816 0.08148050 -0.0373597788 -0.0410432410 0.009597495
[106,] -0.0321304594 0.08141807 -0.0373609236 -0.0411908203 0.009605209
[107,] -0.0321986481 0.08138716 -0.0373604793 -0.0412636615 0.009609124
[108,] -0.0323508553 0.08131837 -0.0373569990 -0.0414252388 0.009618079
[109,] -0.0326007954 0.08120603 -0.0373435599 -0.0416873953 0.009633470
[110,] -0.0327648325 0.08113276 -0.0373292991 -0.0418571965 0.009644065
[111,] -0.0328945740 0.08107510 -0.0373148424 -0.0419901680 0.009652741
[112,] -0.0329749918 0.08103949 -0.0373044329 -0.0420719778 0.009658256
[113,] -0.0333227152 0.08088681 -0.0372460984 -0.0424200545 0.009683415
[114,] -0.0336755792 0.08073425 -0.0371633031 -0.0427631673 0.009711382
[115,] -0.0338553415 0.08065758 -0.0371112595 -0.0429337136 0.009726695
[116,] -0.0339735255 0.08060759 -0.0370731948 -0.0430441753 0.009737188
[117,] -0.0340903815 0.08055852 -0.0370324354 -0.0431520436 0.009747916
[118,] -0.0342059078 0.08051035 -0.0369889818 -0.0432573141 0.009758885
[119,] -0.0342631717 0.08048661 -0.0369662456 -0.0433089740 0.009764460
[120,] -0.0342774357 0.08048071 -0.0369604564 -0.0433217873 0.009765864
[121,] -0.0344749423 0.08039961 -0.0368750033 -0.0434968965 0.009785931
[122,] -0.0345859654 0.08035453 -0.0368224875 -0.0435933694 0.009797756
[123,] -0.0349903621 0.08019371 -0.0366017809 -0.0439318102 0.009844561
[124,] -0.0352749511 0.08008407 -0.0364161927 -0.0441564521 0.009881533
[125,] -0.0352876467 0.08007926 -0.0364072824 -0.0441661864 0.009883271
[126,] -0.0353382202 0.08006014 -0.0363712297 -0.0442047078 0.009890274
[127,] -0.0354134542 0.08003190 -0.0363159194 -0.0442612415 0.009900935
[128,] -0.0355738840 0.07997254 -0.0361910283 -0.0443785824 0.009924703
[129,] -0.0356467396 0.07994598 -0.0361310631 -0.0444303583 0.009935991
[130,] -0.0356588093 0.07994160 -0.0361209266 -0.0444388412 0.009937893
[131,] -0.0357307894 0.07991566 -0.0360592561 -0.0444888587 0.009949424
[132,] -0.0357427131 0.07991139 -0.0360488359 -0.0444970482 0.009951366
[133,] -0.0358608047 0.07986948 -0.0359424109 -0.0445766347 0.009971121
[134,] -0.0359074582 0.07985314 -0.0358987118 -0.0446072925 0.009979194
[135,] -0.0359537786 0.07983703 -0.0358543692 -0.0446372768 0.009987367
[136,] -0.0360567819 0.07980165 -0.0357522509 -0.0447022756 0.010006128
[137,] -0.0360681227 0.07979780 -0.0357407041 -0.0447092867 0.010008245
[138,] -0.0361245146 0.07977874 -0.0356823706 -0.0447437085 0.010018928
[139,] -0.0361581002 0.07976748 -0.0356468913 -0.0447638542 0.010025417
[140,] -0.0362357389 0.07974174 -0.0355627102 -0.0448093794 0.010040795
[141,] -0.0363232217 0.07971323 -0.0354641128 -0.0448588640 0.010058782
[142,] -0.0363448846 0.07970625 -0.0354390654 -0.0448708103 0.010063349
[143,] -0.0365256654 0.07964934 -0.0352197444 -0.0449654748 0.010103325
[144,] -0.0367206168 0.07959084 -0.0349610594 -0.0450566502 0.010150556
[145,] -0.0367905540 0.07957064 -0.0348621548 -0.0450863322 0.010168667
[146,] -0.0369370004 0.07952981 -0.0346437052 -0.0451428187 0.010208840
[147,] -0.0369752657 0.07951948 -0.0345839547 -0.0451562382 0.010219879
[148,] -0.0370131996 0.07950938 -0.0345235746 -0.0451689640 0.010231059
[149,] -0.0371065846 0.07948518 -0.0343698727 -0.0451977382 0.010259642
[150,] -0.0371616215 0.07947136 -0.0342757669 -0.0452129145 0.010277238
[151,] -0.0372248889 0.07945590 -0.0341641928 -0.0452286399 0.010298203
[152,] -0.0373222588 0.07943305 -0.0339849857 -0.0452490427 0.010332129
[153,] -0.0375912684 0.07937657 -0.0334367958 -0.0452784862 0.010438059
[154,] -0.0377022916 0.07935660 -0.0331844335 -0.0452774146 0.010487971
[155,] -0.0377178208 0.07935398 -0.0331477609 -0.0452765719 0.010495286
[156,] -0.0378316487 0.07933628 -0.0328677792 -0.0452647774 0.010551655
[157,] -0.0378464737 0.07933418 -0.0328297911 -0.0452624768 0.010559376
[158,] -0.0378904518 0.07932823 -0.0327149013 -0.0452545501 0.010582831
[159,] -0.0380316610 0.07931238 -0.0323219403 -0.0452170671 0.010664273
[160,] -0.0380453263 0.07931114 -0.0322818011 -0.0452123864 0.010672699
[161,] -0.0381255789 0.07930497 -0.0320377597 -0.0451807572 0.010724355
[162,] -0.0382028495 0.07930105 -0.0317882376 -0.0451430738 0.010777931
[163,] -0.0382091541 0.07930082 -0.0317671974 -0.0451396614 0.010782484
[164,] -0.0382217012 0.07930042 -0.0317250034 -0.0451327115 0.010791630
[165,] -0.0382588456 0.07929960 -0.0315975129 -0.0451108618 0.010819396
[166,] -0.0383484456 0.07930005 -0.0312728451 -0.0450497084 0.010890986
[167,] -0.0384388886 0.07930452 -0.0309172314 -0.0449742743 0.010970820
[168,] -0.0384660670 0.07930676 -0.0308041443 -0.0449485554 0.010996513
[169,] -0.0385343146 0.07931452 -0.0305057781 -0.0448769337 0.011065001
[170,] -0.0385646371 0.07931903 -0.0303659646 -0.0448415723 0.011097444
[171,] -0.0386277892 0.07933086 -0.0300584954 -0.0447599904 0.011169575
[172,] -0.0386371957 0.07933293 -0.0300106428 -0.0447468385 0.011180899
[173,] -0.0387181477 0.07935458 -0.0295733975 -0.0446213069 0.011285587
[174,] -0.0387805152 0.07937681 -0.0292000214 -0.0445069039 0.011376721
[175,] -0.0389368043 0.07946438 -0.0280579368 -0.0441205859 0.011665266
[176,] -0.0389520528 0.07947647 -0.0279237639 -0.0440719542 0.011700108
[177,] -0.0389609562 0.07948394 -0.0278428325 -0.0440423170 0.011721217
[178,] -0.0390079302 0.07952925 -0.0273781795 -0.0438679186 0.011843740
[179,] -0.0390578006 0.07959230 -0.0267900623 -0.0436374800 0.012001948
[180,] -0.0390641898 0.07960195 -0.0267047736 -0.0436032192 0.012025171
[181,] -0.0390803298 0.07962846 -0.0264757866 -0.0435102305 0.012087864
[182,] -0.0391037740 0.07967398 -0.0260988844 -0.0433541063 0.012192118
[183,] -0.0391054348 0.07967760 -0.0260696464 -0.0433418407 0.012200260
[184,] -0.0391179874 0.07970725 -0.0258344819 -0.0432424077 0.012266027
[185,] -0.0391643391 0.07989531 -0.0244701575 -0.0426403500 0.012657041
[186,] -0.0391659668 0.07990914 -0.0243767091 -0.0425976690 0.012684392
[187,] -0.0391721541 0.08000542 -0.0237458072 -0.0423051438 0.012870878
[188,] -0.0391718304 0.08007184 -0.0233283682 -0.0421076256 0.012995982
[189,] -0.0391702395 0.08010886 -0.0231012033 -0.0419988877 0.013064623
[190,] -0.0391622513 0.08020244 -0.0225425774 -0.0417279339 0.013235066
[191,] -0.0391572650 0.08024248 -0.0223097063 -0.0416135520 0.013306796
[192,] -0.0391453809 0.08031917 -0.0218728391 -0.0413968056 0.013442415
[193,] -0.0391432500 0.08033124 -0.0218051230 -0.0413629633 0.013463558
[194,] -0.0391363734 0.08036788 -0.0216011675 -0.0412606448 0.013527432
[195,] -0.0391160085 0.08046229 -0.0210859940 -0.0409996772 0.013690056
[196,] -0.0390798894 0.08060123 -0.0203521414 -0.0406220112 0.013924807
[197,] -0.0390637976 0.08065622 -0.0200687331 -0.0404743927 0.014016411
[198,] -0.0390616957 0.08066317 -0.0200331585 -0.0404557959 0.014027945
[199,] -0.0389810758 0.08090259 -0.0188407914 -0.0398242041 0.014418989
[200,] -0.0389152057 0.08107286 -0.0180261831 -0.0393839377 0.014690651
[201,] -0.0388211377 0.08129342 -0.0170051330 -0.0388228181 0.015035745
[202,] -0.0386640972 0.08162533 -0.0155287840 -0.0379947902 0.015543084
[203,] -0.0386132410 0.08172607 -0.0150929277 -0.0377468379 0.015694639
[204,] -0.0386037319 0.08174462 -0.0150132743 -0.0377013604 0.015722418
[205,] -0.0385449730 0.08185730 -0.0145327341 -0.0374259521 0.015890535
[206,] -0.0383682404 0.08217991 -0.0131882408 -0.0366461513 0.016365461
[207,] -0.0383278898 0.08225073 -0.0128987381 -0.0364765093 0.016468564
[208,] -0.0382008174 0.08246819 -0.0120212614 -0.0359587176 0.016782798
[209,] -0.0380512661 0.08271491 -0.0110448896 -0.0353763878 0.017135405
[210,] -0.0380445175 0.08272584 -0.0110020775 -0.0353507087 0.017150937
[211,] -0.0379689258 0.08284716 -0.0105291677 -0.0350662605 0.017322891
[212,] -0.0379549146 0.08286944 -0.0104427956 -0.0350141531 0.017354375
[213,] -0.0379052276 0.08294794 -0.0101395544 -0.0348308342 0.017465099
[214,] -0.0378980472 0.08295922 -0.0100961151 -0.0348045261 0.017480985
[215,] -0.0377878778 0.08313044 -0.0094409674 -0.0344063171 0.017721306
[216,] -0.0377577194 0.08317673 -0.0092651374 -0.0342989933 0.017786040
[217,] -0.0369738127 0.08431287 -0.0050925232 -0.0316994822 0.019352558
[218,] -0.0369358191 0.08436531 -0.0049055994 -0.0315808143 0.019424089
[219,] -0.0365173073 0.08493098 -0.0029159401 -0.0303070376 0.020192532
[220,] -0.0363484906 0.08515364 -0.0021452362 -0.0298086147 0.020493639
[221,] -0.0360631546 0.08552381 -0.0008781673 -0.0289834439 0.020992846
[222,] -0.0360519084 0.08553826 -0.0008290747 -0.0289513336 0.021012292
[223,] -0.0358227633 0.08583029 0.0001583023 -0.0283033820 0.021405089
[224,] -0.0357051795 0.08597857 0.0006559080 -0.0279753257 0.021604255
[225,] -0.0355128767 0.08621896 0.0014574489 -0.0274448110 0.021926773
[226,] -0.0351385083 0.08668006 0.0029779174 -0.0264315333 0.022544317
[227,] -0.0346925258 0.08721908 0.0047282915 -0.0252540965 0.023264562
[228,] -0.0346655753 0.08725133 0.0048321391 -0.0251838792 0.023307608
[229,] -0.0345159275 0.08742979 0.0054050363 -0.0247957877 0.023545719
[230,] -0.0337465210 0.08833251 0.0082593085 -0.0228441125 0.024747657
[231,] -0.0315539895 0.09080294 0.0157393832 -0.0175892352 0.028009611
[232,] -0.0287297855 0.09383589 0.0243646063 -0.0112821399 0.031944575
[233,] -0.0282959661 0.09429097 0.0256129682 -0.0103469852 0.032526889
[234,] -0.0277893752 0.09481945 0.0270490055 -0.0092641765 0.033200286
[235,] -0.0258105418 0.09685744 0.0324595687 -0.0051158972 0.035769919
[236,] -0.0246056949 0.09808100 0.0356186263 -0.0026438859 0.037294101
[237,] -0.0237738259 0.09891947 0.0377474456 -0.0009576568 0.038331691
[238,] -0.0234246386 0.09927005 0.0386292344 -0.0002544528 0.038764066
[239,] -0.0226633211 0.10003187 0.0405289315 0.0012698599 0.039701090
[240,] -0.0218579313 0.10083443 0.0425063590 0.0028699981 0.040685001
[241,] -0.0215410705 0.10114933 0.0432757109 0.0034962379 0.041070265
[242,] -0.0131391604 0.10935899 0.0622088208 0.0195466602 0.051032254
[243,] -0.0126527904 0.10982668 0.0632301959 0.0204467409 0.051598563
[244,] -0.0049828768 0.11709192 0.0784659860 0.0342090909 0.060442858
> str(pExF <- vapply(SmPen005FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF
num [1:244, 1:14] 1.27 1.35 1.36 1.38 1.4 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.267304 1.507881 0.4738904 0.3240400 0.6098033 0.8018265 0.7180358 0.9619139 0.6096456 0.7231293
[2,] 1.349557 1.595729 0.5680628 0.3738163 0.6620365 0.8869419 0.7719113 1.0112872 0.6462733 0.7734580
[3,] 1.359395 1.605867 0.5789087 0.3797409 0.6682642 0.8969804 0.7783036 1.0173563 0.6503853 0.7793385
[4,] 1.382330 1.629215 0.6038604 0.3935330 0.6827586 0.9201998 0.7931524 1.0315520 0.6598142 0.7929149
[5,] 1.398558 1.645501 0.6212380 0.4032765 0.6929979 0.9364545 0.8036104 1.0416074 0.6663831 0.8023918
[6,] 1.419936 1.666668 0.6437857 0.4160942 0.7064741 0.9576180 0.8173208 1.0548261 0.6749525 0.8146813
[7,] 1.421041 1.667753 0.6449406 0.4167562 0.7071703 0.9587036 0.8180273 1.0555077 0.6753937 0.8153099
[8,] 1.435668 1.682042 0.6601326 0.4255149 0.7163872 0.9729947 0.8273597 1.0645081 0.6812248 0.8235651
[9,] 1.451947 1.697775 0.6768316 0.4352534 0.7266456 0.9887167 0.8377052 1.0744513 0.6877079 0.8325996
[10,] 1.477373 1.722000 0.7024813 0.4504459 0.7426782 1.0128648 0.8537930 1.0897352 0.6978760 0.8463583
[11,] 1.484085 1.728327 0.7091657 0.4544531 0.7469145 1.0191529 0.8580280 1.0937077 0.7005759 0.8499142
[12,] 1.484854 1.729050 0.7099292 0.4549121 0.7474000 1.0198709 0.8585129 1.0941610 0.7008858 0.8503195
[13,] 1.486970 1.731038 0.7120284 0.4561755 0.7487365 1.0218448 0.8598474 1.0954066 0.7017391 0.8514329
[14,] 1.491598 1.735376 0.7166063 0.4589375 0.7516598 1.0261479 0.8627640 1.0981198 0.7036080 0.8538557
[15,] 1.496434 1.739894 0.7213715 0.4618228 0.7547159 1.0306248 0.8658096 1.1009388 0.7055653 0.8563700
[16,] 1.501868 1.744954 0.7267043 0.4650643 0.7581520 1.0356318 0.8692298 1.1040863 0.7077709 0.8591741
[17,] 1.512989 1.755256 0.7375463 0.4716958 0.7651917 1.0457994 0.8762229 1.1104575 0.7123077 0.8648408
[18,] 1.515732 1.757786 0.7402063 0.4733313 0.7669301 1.0482911 0.8779467 1.1120142 0.7134321 0.8662234
[19,] 1.519660 1.761400 0.7440042 0.4756724 0.7694201 1.0518467 0.8804134 1.1142319 0.7150456 0.8681919
[20,] 1.549629 1.788688 0.7725973 0.4935250 0.7884732 1.0785199 0.8991957 1.1307035 0.7275235 0.8827658
[21,] 1.551032 1.789953 0.7739191 0.4943603 0.7893673 1.0797483 0.9000734 1.1314539 0.7281153 0.8834279
[22,] 1.568366 1.805495 0.7901319 0.5046780 0.8004322 1.0947739 0.9109085 1.1405612 0.7354865 0.8914620
[23,] 1.581794 1.817424 0.8025386 0.5126670 0.8090235 1.1062162 0.9192912 1.1474036 0.7412671 0.8975067
[24,] 1.585065 1.820316 0.8055415 0.5146130 0.8111193 1.1089776 0.9213324 1.1490423 0.7426844 0.8989567
[25,] 1.595742 1.829716 0.8152876 0.5209628 0.8179661 1.1179167 0.9279911 1.1543129 0.7473329 0.9036296
[26,] 1.603587 1.836586 0.8223967 0.5256276 0.8230038 1.1244133 0.9328814 1.1581097 0.7507704 0.9070067
[27,] 1.611469 1.843456 0.8294944 0.5303132 0.8280704 1.1308785 0.9377928 1.1618588 0.7542417 0.9103523
[28,] 1.620222 1.851051 0.8373259 0.5355163 0.8337041 1.1379859 0.9432459 1.1659459 0.7581173 0.9140141
[29,] 1.622941 1.853402 0.8397470 0.5371320 0.8354550 1.1401774 0.9449391 1.1671987 0.7593251 0.9151398
[30,] 1.625663 1.855753 0.8421668 0.5387502 0.8372094 1.1423649 0.9466349 1.1684456 0.7605367 0.9162621
[31,] 1.626292 1.856295 0.8427250 0.5391240 0.8376147 1.1428691 0.9470266 1.1687325 0.7608168 0.9165205
[32,] 1.629230 1.858827 0.8453290 0.5408700 0.8395087 1.1452192 0.9488563 1.1700672 0.7621268 0.9177242
[33,] 1.629440 1.859008 0.8455149 0.5409948 0.8396442 1.1453869 0.9489871 1.1701623 0.7622206 0.9178100
[34,] 1.629860 1.859370 0.8458867 0.5412445 0.8399151 1.1457222 0.9492488 1.1703523 0.7624081 0.9179816
[35,] 1.644207 1.871669 0.8585094 0.5497692 0.8491749 1.1570618 0.9581821 1.1767279 0.7688382 0.9237667
[36,] 1.647175 1.874202 0.8611033 0.5515327 0.8510929 1.1593816 0.9600303 1.1780196 0.7701747 0.9249463
[37,] 1.658031 1.883429 0.8705381 0.5579816 0.8581137 1.1677875 0.9667892 1.1826629 0.7750798 0.9292100
[38,] 1.658885 1.884153 0.8712771 0.5584890 0.8586666 1.1684438 0.9673211 1.1830229 0.7754669 0.9295422
[39,] 1.660381 1.885420 0.8725700 0.5593776 0.8596349 1.1695912 0.9682525 1.1836515 0.7761452 0.9301228
[40,] 1.665090 1.889401 0.8766306 0.5621750 0.8626847 1.1731883 0.9711850 1.1856146 0.7782836 0.9319413
[41,] 1.666591 1.890668 0.8779217 0.5630666 0.8636571 1.1743299 0.9721197 1.1862353 0.7789662 0.9325179
[42,] 1.671963 1.895193 0.8825291 0.5662569 0.8671383 1.1783957 0.9754645 1.1884366 0.7814126 0.9345693
[43,] 1.674978 1.897727 0.8851068 0.5680476 0.8690934 1.1806645 0.9773421 1.1896586 0.7827883 0.9357128
[44,] 1.676487 1.898994 0.8863950 0.5689440 0.8700724 1.1817968 0.9782821 1.1902667 0.7834777 0.9362831
[45,] 1.679510 1.901528 0.8889700 0.5707391 0.8720334 1.1840569 0.9801646 1.1914771 0.7848596 0.9374208
[46,] 1.683187 1.904606 0.8920943 0.5729229 0.8744201 1.1867934 0.9824548 1.1929366 0.7865431 0.9387972
[47,] 1.684269 1.905511 0.8930127 0.5735660 0.8751231 1.1875965 0.9831294 1.1933637 0.7870394 0.9392009
[48,] 1.697096 1.916195 0.9038319 0.5811833 0.8834581 1.1970154 0.9911202 1.1983300 0.7929344 0.9439286
[49,] 1.697315 1.916376 0.9040150 0.5813128 0.8836000 1.1971741 0.9912562 1.1984130 0.7930350 0.9440082
[50,] 1.719044 1.934311 0.9220928 0.5942152 0.8977482 1.2127227 1.0047967 1.2064426 0.8030866 0.9517911
[51,] 1.722137 1.936848 0.9246414 0.5960519 0.8997652 1.2148949 1.0067247 1.2075484 0.8045237 0.9528772
[52,] 1.725014 1.939204 0.9270062 0.5977602 0.9016418 1.2169059 1.0085179 1.2085688 0.8058616 0.9538826
[53,] 1.727009 1.940835 0.9286423 0.5989443 0.9029430 1.2182947 1.0097610 1.2092715 0.8067897 0.9545768
[54,] 1.732115 1.945004 0.9328199 0.6019762 0.9062759 1.2218308 1.0129440 1.2110541 0.8091687 0.9563445
[55,] 1.733005 1.945730 0.9335459 0.6025044 0.9068566 1.2224438 1.0134985 1.2113621 0.8095835 0.9566509
[56,] 1.734562 1.946999 0.9348160 0.6034292 0.9078738 1.2235153 1.0144694 1.2118998 0.8103101 0.9571866
[57,] 1.734785 1.947180 0.9349974 0.6035614 0.9080191 1.2236682 1.0146082 1.2119765 0.8104140 0.9572631
[58,] 1.741476 1.952619 0.9404345 0.6075340 0.9123903 1.2282391 1.0187792 1.2142599 0.8135391 0.9595488
[59,] 1.756054 1.964409 0.9521825 0.6161895 0.9219251 1.2380290 1.0278677 1.2190981 0.8203682 0.9644523
[60,] 1.756955 1.965134 0.9529040 0.6167243 0.9225147 1.2386262 1.0284293 1.2193910 0.8207910 0.9647521
[61,] 1.760788 1.968219 0.9559684 0.6190001 0.9250243 1.2411577 1.0308191 1.2206298 0.8225912 0.9660234
[62,] 1.761239 1.968581 0.9563287 0.6192681 0.9253199 1.2414548 1.0311006 1.2207749 0.8228034 0.9661728
[63,] 1.761691 1.968944 0.9566890 0.6195362 0.9256156 1.2417518 1.0313821 1.2209199 0.8230156 0.9663220
[64,] 1.762143 1.969307 0.9570492 0.6198044 0.9259114 1.2420485 1.0316637 1.2210647 0.8232279 0.9664712
[65,] 1.763724 1.970577 0.9583097 0.6207435 0.9269474 1.2430861 1.0326498 1.2215704 0.8239714 0.9669931
[66,] 1.772560 1.977655 0.9653225 0.6259896 0.9327380 1.2488315 1.0381588 1.2243579 0.8281304 0.9698893
[67,] 1.772787 1.977837 0.9655021 0.6261244 0.9328869 1.2489780 1.0383004 1.2244287 0.8282374 0.9699633
[68,] 1.773241 1.978200 0.9658613 0.6263941 0.9331847 1.2492709 1.0385836 1.2245702 0.8284515 0.9701113
[69,] 1.786461 1.988730 0.9762577 0.6342435 0.9418586 1.2576960 1.0468248 1.2286160 0.8346900 0.9743848
[70,] 1.793105 1.993997 0.9814424 0.6381883 0.9462219 1.2618569 1.0509650 1.2305977 0.8378317 0.9765092
[71,] 1.794023 1.994723 0.9821569 0.6387334 0.9468251 1.2624281 1.0515370 1.2308689 0.8382662 0.9768017
[72,] 1.796090 1.996358 0.9837638 0.6399610 0.9481835 1.2637107 1.0528250 1.2314773 0.8392450 0.9774592
[73,] 1.797010 1.997084 0.9844778 0.6405070 0.9487878 1.2642797 1.0533979 1.2317468 0.8396804 0.9777512
[74,] 1.797699 1.997629 0.9850131 0.6409167 0.9492413 1.2647060 1.0538277 1.2319486 0.8400072 0.9779701
[75,] 1.800692 1.999991 0.9873320 0.6426936 0.9512084 1.2665488 1.0556916 1.2328199 0.8414252 0.9789181
[76,] 1.802074 2.001081 0.9884017 0.6435146 0.9521175 1.2673969 1.0565527 1.2332202 0.8420807 0.9793551
[77,] 1.806228 2.004352 0.9916090 0.6459811 0.9548493 1.2699321 1.0591391 1.2344144 0.8440511 0.9806649
[78,] 1.809696 2.007078 0.9942794 0.6480406 0.9571310 1.2720340 1.0612980 1.2354018 0.8456976 0.9817547
[79,] 1.810622 2.007805 0.9949913 0.6485904 0.9577403 1.2725928 1.0618742 1.2356639 0.8461374 0.9820450
[80,] 1.812707 2.009440 0.9965923 0.6498284 0.9591123 1.2738477 1.0631716 1.2362519 0.8471279 0.9826981
[81,] 1.813402 2.009986 0.9971259 0.6502414 0.9595700 1.2742652 1.0636043 1.2364474 0.8474584 0.9829156
[82,] 1.819904 2.015075 1.0021021 0.6541027 0.9638513 1.2781428 1.0676488 1.2382582 0.8505510 0.9849441
[83,] 1.820137 2.015257 1.0022797 0.6542408 0.9640045 1.2782807 1.0677935 1.2383225 0.8506617 0.9850164
[84,] 1.821765 2.016530 1.0035227 0.6552082 0.9650775 1.2792443 1.0688064 1.2387712 0.8514372 0.9855229
[85,] 1.824095 2.018348 1.0052979 0.6565917 0.9666122 1.2806172 1.0702545 1.2394098 0.8525465 0.9862461
[86,] 1.824328 2.018530 1.0054754 0.6567301 0.9667658 1.2807542 1.0703994 1.2394735 0.8526575 0.9863184
[87,] 1.825027 2.019075 1.0060078 0.6571455 0.9672267 1.2811650 1.0708342 1.2396644 0.8529907 0.9865353
[88,] 1.832971 2.025258 1.0120371 0.6618635 0.9724633 1.2857928 1.0757696 1.2418091 0.8567779 0.9889911
[89,] 1.835548 2.027259 1.0139861 0.6633940 0.9741627 1.2872787 1.0773696 1.2424957 0.8580075 0.9897849
[90,] 1.836017 2.027623 1.0143404 0.6636725 0.9744720 1.2875483 1.0776607 1.2426202 0.8582312 0.9899292
[91,] 1.836486 2.027987 1.0146947 0.6639510 0.9747813 1.2878177 1.0779518 1.2427445 0.8584551 0.9900734
[92,] 1.836720 2.028168 1.0148718 0.6640903 0.9749360 1.2879523 1.0780974 1.2428066 0.8585670 0.9901456
[93,] 1.837659 2.028896 1.0155802 0.6646477 0.9755551 1.2884904 1.0786799 1.2430548 0.8590150 0.9904341
[94,] 1.845416 2.034900 1.0214211 0.6692558 0.9806749 1.2929008 1.0834930 1.2450850 0.8627212 0.9928136
[95,] 1.846594 2.035810 1.0223056 0.6699556 0.9814527 1.2935646 1.0842235 1.2453899 0.8632844 0.9931741
[96,] 1.848009 2.036902 1.0233668 0.6707958 0.9823867 1.2943596 1.0851005 1.2457548 0.8639607 0.9936066
[97,] 1.853913 2.041452 1.0277864 0.6743033 0.9862865 1.2976541 1.0887593 1.2472644 0.8667857 0.9954085
[98,] 1.855806 2.042908 1.0292001 0.6754279 0.9875373 1.2987022 1.0899317 1.2477438 0.8676920 0.9959852
[99,] 1.858886 2.045274 1.0314967 0.6772575 0.9895726 1.3003989 1.0918386 1.2485191 0.8691672 0.9969224
[100,] 1.860784 2.046731 1.0329096 0.6783848 0.9908270 1.3014391 1.0930130 1.2489938 0.8700765 0.9974992
[101,] 1.863158 2.048551 1.0346754 0.6797955 0.9923968 1.3027351 1.0944822 1.2495848 0.8712147 0.9982203
[102,] 1.863871 2.049098 1.0352050 0.6802190 0.9928681 1.3031230 1.0949232 1.2497615 0.8715566 0.9984367
[103,] 1.864346 2.049462 1.0355581 0.6805014 0.9931825 1.3033814 1.0952172 1.2498792 0.8717845 0.9985810
[104,] 1.866487 2.051101 1.0371469 0.6817731 0.9945980 1.3045417 1.0965410 1.2504076 0.8728114 0.9992302
[105,] 1.867439 2.051829 1.0378529 0.6823387 0.9952277 1.3050561 1.0971296 1.2506417 0.8732682 0.9995189
[106,] 1.869344 2.053286 1.0392647 0.6834707 0.9964882 1.3060828 1.0983075 1.2511086 0.8741828 1.0000962
[107,] 1.870298 2.054014 1.0399706 0.6840371 0.9971189 1.3065951 1.0988967 1.2513415 0.8746405 1.0003850
[108,] 1.872444 2.055654 1.0415585 0.6853124 0.9985393 1.3077448 1.1002231 1.2518637 0.8756714 1.0010348
[109,] 1.876027 2.058386 1.0442046 0.6874409 1.0009104 1.3096526 1.1024358 1.2527295 0.8773931 1.0021184
[110,] 1.878419 2.060208 1.0459683 0.6888619 1.0024938 1.3109187 1.1039123 1.2533033 0.8785432 1.0028413
[111,] 1.880334 2.061665 1.0473791 0.6899998 1.0037621 1.3119281 1.1050944 1.2537605 0.8794647 1.0034199
[112,] 1.881532 2.062576 1.0482607 0.6907116 1.0045554 1.3125574 1.1058335 1.2540455 0.8800412 1.0037816
[113,] 1.886812 2.066585 1.0521394 0.6938480 1.0080525 1.3153127 1.1090890 1.2552916 0.8825838 1.0053746
[114,] 1.892346 2.070777 1.0561935 0.6971353 1.0117196 1.3181688 1.1124981 1.2565815 0.8852523 1.0070427
[115,] 1.895239 2.072964 1.0583083 0.6988538 1.0136373 1.3196491 1.1142790 1.2572496 0.8866488 1.0079143
[116,] 1.897170 2.074423 1.0597181 0.7000007 1.0149175 1.3206322 1.1154671 1.2576930 0.8875814 1.0084958
[117,] 1.899102 2.075881 1.0611279 0.7011486 1.0161991 1.3216123 1.1166558 1.2581350 0.8885154 1.0090777
[118,] 1.901037 2.077340 1.0625376 0.7022976 1.0174820 1.3225893 1.1178453 1.2585755 0.8894507 1.0096601
[119,] 1.902005 2.078069 1.0632425 0.7028724 1.0181240 1.3230767 1.1184403 1.2587953 0.8899188 1.0099515
[120,] 1.902247 2.078251 1.0634187 0.7030162 1.0182846 1.3231985 1.1185890 1.2588501 0.8900359 1.0100243
[121,] 1.905638 2.080804 1.0658855 0.7050303 1.0205345 1.3248977 1.1206728 1.2596161 0.8916775 1.0110451
[122,] 1.907578 2.082263 1.0672952 0.7061827 1.0218221 1.3258646 1.1218645 1.2600519 0.8926174 1.0116291
[123,] 1.914870 2.087736 1.0725814 0.7105129 1.0266627 1.3294635 1.1263389 1.2616740 0.8961545 1.0138238
[124,] 1.920234 2.091750 1.0764582 0.7136973 1.0302247 1.3320756 1.1296257 1.2628520 0.8987611 1.0154383
[125,] 1.920478 2.091932 1.0766344 0.7138422 1.0303868 1.3321938 1.1297752 1.2629053 0.8988798 1.0155118
[126,] 1.921454 2.092662 1.0773393 0.7144221 1.0310357 1.3326661 1.1303733 1.2631184 0.8993550 1.0158058
[127,] 1.922920 2.093757 1.0783968 0.7152923 1.0320096 1.3333731 1.1312708 1.2634374 0.9000685 1.0162473
[128,] 1.926100 2.096129 1.0806880 0.7171798 1.0341224 1.3348992 1.1332165 1.2641264 0.9016173 1.0172049
[129,] 1.927569 2.097225 1.0817456 0.7180518 1.0350987 1.3356008 1.1341151 1.2644433 0.9023334 1.0176476
[130,] 1.927814 2.097407 1.0819219 0.7181972 1.0352615 1.3357176 1.1342649 1.2644960 0.9024528 1.0177214
[131,] 1.929284 2.098502 1.0829796 0.7190698 1.0362388 1.3364172 1.1351638 1.2648122 0.9031699 1.0181644
[132,] 1.929529 2.098685 1.0831558 0.7192153 1.0364017 1.3365337 1.1353137 1.2648648 0.9032895 1.0182383
[133,] 1.931982 2.100510 1.0849188 0.7206711 1.0380324 1.3376956 1.1368128 1.2653901 0.9044869 1.0189777
[134,] 1.932964 2.101240 1.0856240 0.7212539 1.0386853 1.3381590 1.1374127 1.2655998 0.9049664 1.0192738
[135,] 1.933946 2.101971 1.0863293 0.7218369 1.0393386 1.3386217 1.1380127 1.2658091 0.9054464 1.0195701
[136,] 1.936158 2.103614 1.0879162 0.7231496 1.0408096 1.3396601 1.1393633 1.2662792 0.9065278 1.0202373
[137,] 1.936404 2.103797 1.0880926 0.7232955 1.0409731 1.3397752 1.1395134 1.2663313 0.9066480 1.0203115
[138,] 1.937634 2.104709 1.0889743 0.7240254 1.0417912 1.3403503 1.1402641 1.2665918 0.9072498 1.0206827
[139,] 1.938372 2.105257 1.0895034 0.7244635 1.0422823 1.3406947 1.1407146 1.2667479 0.9076111 1.0209056
[140,] 1.940096 2.106536 1.0907380 0.7254863 1.0434290 1.3414969 1.1417661 1.2671115 0.9084550 1.0214260
[141,] 1.942068 2.107996 1.0921491 0.7266561 1.0447408 1.3424108 1.1429684 1.2675261 0.9094210 1.0220216
[142,] 1.942561 2.108362 1.0925020 0.7269487 1.0450690 1.3426389 1.1432690 1.2676296 0.9096627 1.0221706
[143,] 1.946758 2.111467 1.0955013 0.7294383 1.0478619 1.3445699 1.1458260 1.2685067 0.9117215 1.0234392
[144,] 1.951457 2.114938 1.0988547 0.7322259 1.0509907 1.3467126 1.1486867 1.2694818 0.9140311 1.0248614
[145,] 1.953192 2.116217 1.1000905 0.7332544 1.0521454 1.3474980 1.1497414 1.2698397 0.9148843 1.0253866
[146,] 1.956912 2.118957 1.1027392 0.7354606 1.0546233 1.3491736 1.1520028 1.2706044 0.9167169 1.0265141
[147,] 1.957905 2.119688 1.1034457 0.7360495 1.0552849 1.3496188 1.1526061 1.2708078 0.9172066 1.0268152
[148,] 1.958899 2.120419 1.1041523 0.7366386 1.0559469 1.3500632 1.1532096 1.2710110 0.9176967 1.0271166
[149,] 1.961385 2.122247 1.1059190 0.7381126 1.0576033 1.3511713 1.1547189 1.2715180 0.9189237 1.0278709
[150,] 1.962878 2.123344 1.1069792 0.7389976 1.0585981 1.3518340 1.1556248 1.2718216 0.9196612 1.0283241
[151,] 1.964621 2.124623 1.1082163 0.7400309 1.0597598 1.3526052 1.1566821 1.2721752 0.9205228 1.0288535
[152,] 1.967363 2.126634 1.1101608 0.7416560 1.0615873 1.3538128 1.1583443 1.2727296 0.9218794 1.0296866
[153,] 1.975359 2.132485 1.1158212 0.7463941 1.0669186 1.3572965 1.1631850 1.2743346 0.9258444 1.0321191
[154,] 1.978866 2.135046 1.1182993 0.7484717 1.0692578 1.3588070 1.1653051 1.2750332 0.9275878 1.0331876
[155,] 1.979367 2.135411 1.1186535 0.7487688 1.0695923 1.3590221 1.1656081 1.2751329 0.9278373 1.0333404
[156,] 1.983132 2.138155 1.1213101 0.7509985 1.0721038 1.3606301 1.1678813 1.2758789 0.9297121 1.0344884
[157,] 1.983634 2.138521 1.1216644 0.7512960 1.0724390 1.3608438 1.1681845 1.2759782 0.9299625 1.0346416
[158,] 1.985142 2.139619 1.1227276 0.7521890 1.0734452 1.3614839 1.1690944 1.2762759 0.9307145 1.0351018
[159,] 1.990176 2.143278 1.1262730 0.7551694 1.0768044 1.3636069 1.1721287 1.2772659 0.9332285 1.0366390
[160,] 1.990680 2.143644 1.1266277 0.7554678 1.0771408 1.3638183 1.1724323 1.2773647 0.9334805 1.0367931
[161,] 1.993707 2.145840 1.1287564 0.7572592 1.0791608 1.3650833 1.1742543 1.2779569 0.9349950 1.0377182
[162,] 1.996737 2.148036 1.1308862 0.7590527 1.0811837 1.3663425 1.1760772 1.2785479 0.9365135 1.0386452
[163,] 1.996990 2.148219 1.1310637 0.7592023 1.0813524 1.3664471 1.1762292 1.2785971 0.9366403 1.0387226
[164,] 1.997496 2.148585 1.1314188 0.7595014 1.0816899 1.3666564 1.1765331 1.2786955 0.9368938 1.0388773
[165,] 1.999013 2.149684 1.1324842 0.7603992 1.0827028 1.3672831 1.1774450 1.2789905 0.9376552 1.0393417
[166,] 2.002811 2.152430 1.1351490 0.7626460 1.0852383 1.3688436 1.1797256 1.2797268 0.9395631 1.0405049
[167,] 2.006868 2.155359 1.1379933 0.7650462 1.0879478 1.3704984 1.1821597 1.2805106 0.9416055 1.0417488
[168,] 2.008138 2.156275 1.1388826 0.7657970 1.0887956 1.3710135 1.1829206 1.2807553 0.9422453 1.0421382
[169,] 2.011442 2.158656 1.1411957 0.7677508 1.0910021 1.3723481 1.1848997 1.2813907 0.9439123 1.0431522
[170,] 2.012969 2.159755 1.1422637 0.7686533 1.0920217 1.3729619 1.1858134 1.2816836 0.9446833 1.0436209
[171,] 2.016280 2.162136 1.1445790 0.7706106 1.0942331 1.3742870 1.1877937 1.2823178 0.9463576 1.0446382
[172,] 2.016790 2.162502 1.1449353 0.7709120 1.0945736 1.3744903 1.1880985 1.2824153 0.9466157 1.0447949
[173,] 2.021384 2.165800 1.1481438 0.7736266 1.0976418 1.3763132 1.1908421 1.2832919 0.9489435 1.0462076
[174,] 2.025219 2.168549 1.1508199 0.7758923 1.1002034 1.3778229 1.1931295 1.2840216 0.9508911 1.0473882
[175,] 2.036506 2.176614 1.1586826 0.7825567 1.1077423 1.3822036 1.1998452 1.2861582 0.9566454 1.0508693
[176,] 2.037792 2.177531 1.1595774 0.7833157 1.1086014 1.3826969 1.2006088 1.2864007 0.9573033 1.0512666
[177,] 2.038564 2.178081 1.1601143 0.7837713 1.1091170 1.3829925 1.2010671 1.2865462 0.9576985 1.0515051
[178,] 2.042943 2.181198 1.1631590 0.7863554 1.1120422 1.3846614 1.2036644 1.2873704 0.9599434 1.0528593
[179,] 2.048365 2.185050 1.1669246 0.7895530 1.1156631 1.3867088 1.2068742 1.2883880 0.9627302 1.0545379
[180,] 2.049140 2.185601 1.1674629 0.7900103 1.1161811 1.3870000 1.2073329 1.2885334 0.9631295 1.0547782
[181,] 2.051209 2.187068 1.1688990 0.7912304 1.1175631 1.3877751 1.2085562 1.2889209 0.9641960 1.0554197
[182,] 2.054576 2.189454 1.1712343 0.7932149 1.1198113 1.3890298 1.2105444 1.2895506 0.9659339 1.0564643
[183,] 2.054835 2.189637 1.1714140 0.7933677 1.1199844 1.3891261 1.2106974 1.2895991 0.9660679 1.0565447
[184,] 2.056909 2.191105 1.1728522 0.7945902 1.1213696 1.3898951 1.2119212 1.2899865 0.9671406 1.0571889
[185,] 2.068612 2.199365 1.1809569 0.8014832 1.1291830 1.3941806 1.2188084 1.2921665 0.9732177 1.0608308
[186,] 2.069394 2.199916 1.1814982 0.8019437 1.1297052 1.3944640 1.2192677 1.2923118 0.9736255 1.0610747
[187,] 2.074616 2.203589 1.1851095 0.8050169 1.1331906 1.3963451 1.2223304 1.2932814 0.9763523 1.0627045
[188,] 2.078016 2.205976 1.1874597 0.8070174 1.1354598 1.3975610 1.2243215 1.2939120 0.9781327 1.0637673
[189,] 2.079849 2.207262 1.1887262 0.8080956 1.1366829 1.3982134 1.2253938 1.2942517 0.9790941 1.0643408
[190,] 2.084306 2.210385 1.1918048 0.8107167 1.1396569 1.3997914 1.2279983 1.2950771 0.9814363 1.0657368
[191,] 2.086143 2.211672 1.1930737 0.8117971 1.1408829 1.4004386 1.2290709 1.2954173 0.9824040 1.0663131
[192,] 2.089560 2.214061 1.1954320 0.8138053 1.1431621 1.4016363 1.2310630 1.2960493 0.9842060 1.0673855
[193,] 2.090086 2.214428 1.1957951 0.8141144 1.1435130 1.4018201 1.2313695 1.2961466 0.9844838 1.0675507
[194,] 2.091665 2.215531 1.1968846 0.8150422 1.1445661 1.4023708 1.2322890 1.2964386 0.9853181 1.0680468
[195,] 2.095617 2.218288 1.1996107 0.8173637 1.1472015 1.4037427 1.2345879 1.2971690 0.9874101 1.0692899
[196,] 2.101161 2.222149 1.2034330 0.8206189 1.1508975 1.4056519 1.2378068 1.2981931 0.9903535 1.0710368
[197,] 2.103276 2.223620 1.2048909 0.8218605 1.1523074 1.4063758 1.2390331 1.2985838 0.9914793 1.0717044
[198,] 2.103540 2.223804 1.2050732 0.8220158 1.1524837 1.4064662 1.2391864 1.2986326 0.9916202 1.0717879
[199,] 2.112286 2.229874 1.2110985 0.8271467 1.1583114 1.4094313 1.2442452 1.3002475 0.9962923 1.0745546
[200,] 2.118134 2.233921 1.2151253 0.8305752 1.1622064 1.4113906 1.2476179 1.3013272 0.9994308 1.0764102
[201,] 2.125331 2.238891 1.2200786 0.8347915 1.1669973 1.4137764 1.2517569 1.3026561 1.0033089 1.0787002
[202,] 2.135495 2.245887 1.2270716 0.8407415 1.1737596 1.4170994 1.2575814 1.3045337 1.0088162 1.0819472
[203,] 2.138445 2.247913 1.2291007 0.8424674 1.1757213 1.4180539 1.2592672 1.3050789 1.0104211 1.0828926
[204,] 2.138982 2.248282 1.2294699 0.8427813 1.1760781 1.4182270 1.2595737 1.3051781 1.0107134 1.0830647
[205,] 2.142205 2.250492 1.2316866 0.8446661 1.1782207 1.4192638 1.2614125 1.3057740 1.0124708 1.0840992
[206,] 2.151091 2.256573 1.2377965 0.8498586 1.1841240 1.4220945 1.2664682 1.3074179 1.0173333 1.0869597
[207,] 2.152979 2.257863 1.2390952 0.8509619 1.1853783 1.4226912 1.2675404 1.3077676 1.0183704 1.0875694
[208,] 2.158655 2.261734 1.2429973 0.8542752 1.1891457 1.4244733 1.2707564 1.3088189 1.0214935 1.0894048
[209,] 2.164885 2.265975 1.2472811 0.8579104 1.1932793 1.4264116 1.2742775 1.3099743 1.0249346 1.0914261
[210,] 2.165157 2.266159 1.2474676 0.8580686 1.1934592 1.4264956 1.2744306 1.3100246 1.0250847 1.0915143
[211,] 2.168142 2.268188 1.2495204 0.8598097 1.1954391 1.4274174 1.2761141 1.3105787 1.0267385 1.0924854
[212,] 2.168686 2.268557 1.2498940 0.8601264 1.1957992 1.4275846 1.2764202 1.3106796 1.0270398 1.0926622
[213,] 2.170588 2.269848 1.2512019 0.8612353 1.1970602 1.4281692 1.2774913 1.3110329 1.0280953 1.0932819
[214,] 2.170860 2.270033 1.2513888 0.8613937 1.1972404 1.4282526 1.2776443 1.3110834 1.0282463 1.0933706
[215,] 2.174941 2.272800 1.2541954 0.8637721 1.1999452 1.4295006 1.2799391 1.3118419 1.0305156 1.0947026
[216,] 2.176031 2.273538 1.2549446 0.8644068 1.2006670 1.4298324 1.2805509 1.3120445 1.0311223 1.0950587
[217,] 2.201221 2.290523 1.2722739 0.8790570 1.2173300 1.4373509 1.2946077 1.3167445 1.0452558 1.1033531
[218,] 2.202322 2.291262 1.2730317 0.8796961 1.2180571 1.4376730 1.2952181 1.3169507 1.0458781 1.1037184
[219,] 2.213910 2.299024 1.2810114 0.8864177 1.2257044 1.4410308 1.3016232 1.3191256 1.0524506 1.1075783
[220,] 2.218339 2.301982 1.2840622 0.8889833 1.2286236 1.4422987 1.3040610 1.3199589 1.0549728 1.1090606
[221,] 2.225551 2.306790 1.2890325 0.8931580 1.2333744 1.4443459 1.3080197 1.3213192 1.0590929 1.1114836
[222,] 2.225829 2.306975 1.2892239 0.8933187 1.2335573 1.4444243 1.3081719 1.3213717 1.0592519 1.1115772
[223,] 2.231391 2.310674 1.2930583 0.8965350 1.2372178 1.4459877 1.3112144 1.3224235 1.0624400 1.1134536
[224,] 2.234177 2.312525 1.2949790 0.8981448 1.2390499 1.4467658 1.3127348 1.3229512 1.0640398 1.1143959
[225,] 2.238640 2.315485 1.2980569 0.9007225 1.2419839 1.4480060 1.3151662 1.3237980 1.0666075 1.1159091
[226,] 2.247029 2.321039 1.3038436 0.9055630 1.2474933 1.4503154 1.3197209 1.3253945 1.0714477 1.1187651
[227,] 2.256570 2.327335 1.3104265 0.9110604 1.2537503 1.4529078 1.3248758 1.3272179 1.0769730 1.1220317
[228,] 2.257132 2.327706 1.3108146 0.9113841 1.2541188 1.4530595 1.3251788 1.3273257 1.0772993 1.1222248
[229,] 2.260227 2.329744 1.3129504 0.9131656 1.2561462 1.4538922 1.3268448 1.3279193 1.0790964 1.1232891
[230,] 2.275472 2.339752 1.3234744 0.9219294 1.2661190 1.4579410 1.3350102 1.3308584 1.0879788 1.1285618
[231,] 2.314257 2.364992 1.3502613 0.9441403 1.2913741 1.4678631 1.3554697 1.3384622 1.1107517 1.1421999
[232,] 2.357395 2.392703 1.3800556 0.9687066 1.3192494 1.4783172 1.3776797 1.3471520 1.1362554 1.1577510
[233,] 2.363530 2.396613 1.3842912 0.9721888 1.3231938 1.4797585 1.3807903 1.3484071 1.1398900 1.1599981
[234,] 2.370557 2.401084 1.3891426 0.9761746 1.3277062 1.4813965 1.3843389 1.3498505 1.1440549 1.1625840
[235,] 2.396772 2.417677 1.4072320 0.9910117 1.3444787 1.4873889 1.3974356 1.3552880 1.1596025 1.1723450
[236,] 2.411905 2.427196 1.4176666 0.9995545 1.3541160 1.4907678 1.4048938 1.3584635 1.1685838 1.1780660
[237,] 2.422038 2.433545 1.4246503 1.0052663 1.3605507 1.4929994 1.4098464 1.3606041 1.1746000 1.1819340
[238,] 2.426221 2.436161 1.4275322 1.0076221 1.3632025 1.4939137 1.4118812 1.3614908 1.1770839 1.1835396
[239,] 2.435204 2.441768 1.4337200 1.0126777 1.3688890 1.4958638 1.4162322 1.3634011 1.1824194 1.1870060
[240,] 2.444517 2.447565 1.4401313 1.0179125 1.3747708 1.4978665 1.4207150 1.3653894 1.1879512 1.1906256
[241,] 2.448130 2.449810 1.4426178 1.0199418 1.3770491 1.4986385 1.4224466 1.3661629 1.1900976 1.1920372
[242,] 2.535579 2.503438 1.5026215 1.0687698 1.4315550 1.5165672 1.4630895 1.3851809 1.2421011 1.2274625
[243,] 2.540236 2.506257 1.5058064 1.0713545 1.4344225 1.5174864 1.4651865 1.3862088 1.2448776 1.2294109
[244,] 2.609375 2.547698 1.5529192 1.1095210 1.4765513 1.5307970 1.4955319 1.4017301 1.2862669 1.2588264
n=220 n=340 n=510 n=760
[1,] 0.7623044 0.6940066 0.8282042 0.6603015
[2,] 0.8044176 0.7679863 0.8228659 0.7140632
[3,] 0.8092083 0.7769083 0.8227340 0.7201621
[4,] 0.8201568 0.7975660 0.8228368 0.7341743
[5,] 0.8277303 0.8120193 0.8232618 0.7439327
[6,] 0.8375054 0.8308077 0.8242493 0.7565909
[7,] 0.8380049 0.8317707 0.8243130 0.7572383
[8,] 0.8445697 0.8444396 0.8252647 0.7657373
[9,] 0.8517803 0.8583593 0.8265477 0.7750384
[10,] 0.8628732 0.8796437 0.8289672 0.7892476
[11,] 0.8657723 0.8851555 0.8296829 0.7929376
[12,] 0.8661037 0.8857839 0.8297668 0.7933589
[13,] 0.8670153 0.8875103 0.8299997 0.7945170
[14,] 0.8690049 0.8912682 0.8305188 0.7970421
[15,] 0.8710787 0.8951690 0.8310749 0.7996706
[16,] 0.8734031 0.8995204 0.8317160 0.8026129
[17,] 0.8781422 0.9083167 0.8330777 0.8086012
[18,] 0.8793078 0.9104636 0.8334233 0.8100725
[19,] 0.8809744 0.9135206 0.8339244 0.8121749
[20,] 0.8936168 0.9361952 0.8379873 0.8281178
[21,] 0.8942059 0.9372280 0.8381884 0.8288615
[22,] 0.9014711 0.9497791 0.8407620 0.8380453
[23,] 0.9070845 0.9592332 0.8428791 0.8451592
[24,] 0.9084508 0.9615011 0.8434117 0.8468932
[25,] 0.9129068 0.9688062 0.8451954 0.8525555
[26,] 0.9161790 0.9740801 0.8465500 0.8567197
[27,] 0.9194656 0.9792987 0.8479479 0.8609070
[28,] 0.9231155 0.9850012 0.8495432 0.8655624
[29,] 0.9242491 0.9867522 0.8500477 0.8670092
[30,] 0.9253845 0.9884966 0.8505572 0.8684588
[31,] 0.9256468 0.9888982 0.8506755 0.8687937
[32,] 0.9268721 0.9907677 0.8512311 0.8703586
[33,] 0.9269597 0.9909009 0.8512710 0.8704705
[34,] 0.9271349 0.9911673 0.8513509 0.8706943
[35,] 0.9331177 1.0001303 0.8541397 0.8783446
[36,] 0.9343553 1.0019530 0.8547316 0.8799290
[37,] 0.9388810 1.0085260 0.8569400 0.8857245
[38,] 0.9392371 1.0090370 0.8571168 0.8861805
[39,] 0.9398606 1.0099297 0.8574273 0.8869790
[40,] 0.9418234 1.0127219 0.8584134 0.8894922
[41,] 0.9424489 1.0136062 0.8587304 0.8902930
[42,] 0.9446867 1.0167474 0.8598758 0.8931570
[43,] 0.9459424 1.0184951 0.8605261 0.8947634
[44,] 0.9465710 1.0193658 0.8608537 0.8955673
[45,] 0.9478294 1.0211012 0.8615137 0.8971760
[46,] 0.9493599 1.0231973 0.8623238 0.8991314
[47,] 0.9498105 1.0238115 0.8625639 0.8997068
[48,] 0.9551427 1.0309782 0.8654581 0.9065061
[49,] 0.9552333 1.0310984 0.8655081 0.9066215
[50,] 0.9642325 1.0427781 0.8706174 0.9180468
[51,] 0.9655090 1.0443946 0.8713646 0.9196624
[52,] 0.9666949 1.0458876 0.8720639 0.9211623
[53,] 0.9675162 1.0469168 0.8725511 0.9222005
[54,] 0.9696161 1.0495300 0.8738075 0.9248526
[55,] 0.9699814 1.0499820 0.8740276 0.9253137
[56,] 0.9706208 1.0507713 0.8744141 0.9261204
[57,] 0.9707121 1.0508839 0.8744695 0.9262357
[58,] 0.9734531 1.0542394 0.8761438 0.9296912
[59,] 0.9793920 1.0613660 0.8798649 0.9371698
[60,] 0.9797574 1.0617981 0.8800981 0.9376298
[61,] 0.9813097 1.0636260 0.8810940 0.9395851
[62,] 0.9814922 1.0638402 0.8812117 0.9398152
[63,] 0.9816748 1.0640542 0.8813296 0.9400452
[64,] 0.9818574 1.0642679 0.8814475 0.9402753
[65,] 0.9824963 1.0650147 0.8818613 0.9410805
[66,] 0.9860528 1.0691327 0.8841916 0.9455696
[67,] 0.9861439 1.0692374 0.8842519 0.9456848
[68,] 0.9863261 1.0694465 0.8843726 0.9459152
[69,] 0.9916021 1.0754294 0.8879197 0.9526079
[70,] 0.9942330 1.0783613 0.8897261 0.9559650
[71,] 0.9945955 1.0787626 0.8899769 0.9564287
[72,] 0.9954106 1.0796627 0.8905428 0.9574728
[73,] 0.9957728 1.0800616 0.8907949 0.9579371
[74,] 0.9960443 1.0803602 0.8909842 0.9582855
[75,] 0.9972200 1.0816494 0.8918074 0.9597964
[76,] 0.9977623 1.0822417 0.8921887 0.9604944
[77,] 0.9993873 1.0840086 0.8933379 0.9625913
[78,] 1.0007395 1.0854692 0.8943015 0.9643422
[79,] 1.0010997 1.0858570 0.8945594 0.9648097
[80,] 1.0019098 1.0867266 0.8951410 0.9658623
[81,] 1.0021797 1.0870156 0.8953353 0.9662135
[82,] 1.0046945 1.0896927 0.8971590 0.9694979
[83,] 1.0047842 1.0897876 0.8972245 0.9696154
[84,] 1.0054117 1.0904508 0.8976835 0.9704387
[85,] 1.0063072 1.0913942 0.8983411 0.9716162
[86,] 1.0063967 1.0914883 0.8984070 0.9717341
[87,] 1.0066651 1.0917702 0.8986048 0.9720878
[88,] 1.0097009 1.0949362 0.9008606 0.9761079
[89,] 1.0106805 1.0959488 0.9015959 0.9774134
[90,] 1.0108584 1.0961323 0.9017299 0.9776510
[91,] 1.0110363 1.0963157 0.9018639 0.9778888
[92,] 1.0111253 1.0964073 0.9019310 0.9780076
[93,] 1.0114810 1.0967732 0.9021995 0.9784834
[94,] 1.0144088 1.0997638 0.9044272 0.9824220
[95,] 1.0148514 1.1002126 0.9047668 0.9830209
[96,] 1.0153821 1.1007496 0.9051749 0.9837404
[97,] 1.0175893 1.1029694 0.9068831 0.9867478
[98,] 1.0182941 1.1036737 0.9074324 0.9877135
[99,] 1.0194380 1.1048120 0.9083277 0.9892862
[100,] 1.0201409 1.1055088 0.9088803 0.9902562
[101,] 1.0210186 1.1063756 0.9095728 0.9914712
[102,] 1.0212816 1.1066348 0.9097809 0.9918362
[103,] 1.0214570 1.1068074 0.9099198 0.9920797
[104,] 1.0222454 1.1075817 0.9105457 0.9931767
[105,] 1.0225955 1.1079246 0.9108243 0.9936649
[106,] 1.0232951 1.1086085 0.9113826 0.9946428
[107,] 1.0236447 1.1089493 0.9116622 0.9951325
[108,] 1.0244305 1.1097136 0.9122924 0.9962358
[109,] 1.0257380 1.1109795 0.9133462 0.9980797
[110,] 1.0266082 1.1118180 0.9140510 0.9993127
[111,] 1.0273036 1.1124856 0.9146162 1.0003012
[112,] 1.0277377 1.1129015 0.9149701 1.0009200
[113,] 1.0296445 1.1147184 0.9165324 1.0036518
[114,] 1.0316314 1.1165956 0.9181750 1.0065246
[115,] 1.0326653 1.1175661 0.9190356 1.0080305
[116,] 1.0333535 1.1182097 0.9196107 1.0090373
[117,] 1.0340408 1.1188507 0.9201869 1.0100463
[118,] 1.0347272 1.1194890 0.9207642 1.0110576
[119,] 1.0350701 1.1198071 0.9210532 1.0115641
[120,] 1.0351557 1.1198865 0.9211255 1.0116908
[121,] 1.0363538 1.1209942 0.9221394 1.0134689
[122,] 1.0370371 1.1216236 0.9227202 1.0144883
[123,] 1.0395912 1.1239606 0.9249072 1.0183328
[124,] 1.0414556 1.1256515 0.9265199 1.0211745
[125,] 1.0415401 1.1257279 0.9265933 1.0213042
[126,] 1.0418782 1.1260331 0.9268874 1.0218230
[127,] 1.0423849 1.1264898 0.9273289 1.0226025
[128,] 1.0434809 1.1274745 0.9282873 1.0242963
[129,] 1.0439858 1.1279268 0.9287305 1.0250803
[130,] 1.0440699 1.1280020 0.9288044 1.0252111
[131,] 1.0445741 1.1284527 0.9292482 1.0259968
[132,] 1.0446581 1.1285277 0.9293222 1.0261279
[133,] 1.0454971 1.1292754 0.9300631 1.0274409
[134,] 1.0458322 1.1295734 0.9303599 1.0279672
[135,] 1.0461671 1.1298709 0.9306569 1.0284941
[136,] 1.0469196 1.1305379 0.9313259 1.0296819
[137,] 1.0470031 1.1306118 0.9314003 1.0298141
[138,] 1.0474206 1.1309809 0.9317726 1.0304756
[139,] 1.0476708 1.1312018 0.9319961 1.0308729
[140,] 1.0482542 1.1317162 0.9325181 1.0318014
[141,] 1.0489200 1.1323018 0.9331155 1.0328648
[142,] 1.0490863 1.1324478 0.9332650 1.0331311
[143,] 1.0504972 1.1336832 0.9345379 1.0354002
[144,] 1.0520687 1.1350515 0.9359651 1.0379490
[145,] 1.0526463 1.1355524 0.9364922 1.0388914
[146,] 1.0538814 1.1366197 0.9376240 1.0409166
[147,] 1.0542102 1.1369030 0.9379263 1.0414580
[148,] 1.0545388 1.1371857 0.9382289 1.0420000
[149,] 1.0553591 1.1378900 0.9389864 1.0433572
[150,] 1.0558505 1.1383109 0.9394416 1.0441732
[151,] 1.0564232 1.1388004 0.9399734 1.0451267
[152,] 1.0573216 1.1395662 0.9408105 1.0466283
[153,] 1.0599246 1.1417703 0.9432563 1.0510179
[154,] 1.0610585 1.1427237 0.9443315 1.0529480
[155,] 1.0612202 1.1428594 0.9444854 1.0532242
[156,] 1.0624313 1.1438726 0.9456414 1.0552993
[157,] 1.0625925 1.1440072 0.9457958 1.0555765
[158,] 1.0630758 1.1444100 0.9462595 1.0564086
[159,] 1.0646826 1.1457442 0.9478094 1.0591895
[160,] 1.0648429 1.1458768 0.9479648 1.0594682
[161,] 1.0658037 1.1466703 0.9488985 1.0611424
[162,] 1.0667622 1.1474590 0.9498347 1.0628203
[163,] 1.0668419 1.1475246 0.9499129 1.0629603
[164,] 1.0670014 1.1476555 0.9500692 1.0632403
[165,] 1.0674795 1.1480476 0.9505386 1.0640811
[166,] 1.0686724 1.1490229 0.9517152 1.0661869
[167,] 1.0699408 1.1500555 0.9529752 1.0684392
[168,] 1.0703364 1.1503766 0.9533700 1.0691442
[169,] 1.0713631 1.1512081 0.9543990 1.0709802
[170,] 1.0718361 1.1515901 0.9548752 1.0718288
[171,] 1.0728589 1.1524144 0.9559097 1.0736704
[172,] 1.0730160 1.1525408 0.9560691 1.0739540
[173,] 1.0744273 1.1536734 0.9575088 1.0765106
[174,] 1.0755996 1.1546106 0.9587146 1.0786462
[175,] 1.0790177 1.1573275 0.9622865 1.0849374
[176,] 1.0794041 1.1576334 0.9626959 1.0856548
[177,] 1.0796358 1.1578167 0.9629418 1.0860855
[178,] 1.0809459 1.1588514 0.9643409 1.0885294
[179,] 1.0825576 1.1601214 0.9660814 1.0915565
[180,] 1.0827873 1.1603021 0.9663311 1.0919897
[181,] 1.0833989 1.1607831 0.9669986 1.0931457
[182,] 1.0843904 1.1615621 0.9680876 1.0950270
[183,] 1.0844666 1.1616219 0.9681716 1.0951718
[184,] 1.0850752 1.1620996 0.9688447 1.0963314
[185,] 1.0884773 1.1647656 0.9726711 1.1028776
[186,] 1.0887028 1.1649422 0.9729287 1.1033154
[187,] 1.0902019 1.1661156 0.9746540 1.1062382
[188,] 1.0911724 1.1668751 0.9757832 1.1081420
[189,] 1.0916936 1.1672831 0.9763938 1.1091683
[190,] 1.0929555 1.1682712 0.9778844 1.1116643
[191,] 1.0934736 1.1686769 0.9785013 1.1126935
[192,] 1.0944331 1.1694289 0.9796520 1.1146069
[193,] 1.0945805 1.1695444 0.9798296 1.1149015
[194,] 1.0950220 1.1698906 0.9803634 1.1157857
[195,] 1.0961229 1.1707544 0.9817038 1.1179986
[196,] 1.0976568 1.1719600 0.9835951 1.1211021
[197,] 1.0982389 1.1724182 0.9843201 1.1222861
[198,] 1.0983115 1.1724755 0.9844109 1.1224341
[199,] 1.1006987 1.1743602 0.9874288 1.1273270
[200,] 1.1022782 1.1756130 0.9894643 1.1305962
[201,] 1.1042034 1.1771478 0.9919882 1.1346151
[202,] 1.1068881 1.1793051 0.9955899 1.1402818
[203,] 1.1076598 1.1799295 0.9966435 1.1419238
[204,] 1.1077999 1.1800430 0.9968357 1.1422224
[205,] 1.1086385 1.1807244 0.9979919 1.1440144
[206,] 1.1109297 1.1825998 1.0012036 1.1489447
[207,] 1.1114129 1.1829981 1.0018910 1.1499908
[208,] 1.1128567 1.1841946 1.0039669 1.1531294
[209,] 1.1144279 1.1855082 1.0062641 1.1565669
[210,] 1.1144960 1.1855654 1.0063645 1.1567164
[211,] 1.1152434 1.1861950 1.0074727 1.1583602
[212,] 1.1153791 1.1863096 1.0076748 1.1586591
[213,] 1.1158532 1.1867109 1.0083837 1.1597051
[214,] 1.1159209 1.1867683 1.0084852 1.1598545
[215,] 1.1169334 1.1876300 1.0100132 1.1620956
[216,] 1.1172026 1.1878602 1.0104226 1.1626931
[217,] 1.1233085 1.1932072 1.0200670 1.1764157
[218,] 1.1235703 1.1934421 1.0204966 1.1770109
[219,] 1.1263009 1.1959219 1.0250610 1.1832515
[220,] 1.1273328 1.1968728 1.0268262 1.1856234
[221,] 1.1290000 1.1984256 1.0297261 1.1894697
[222,] 1.1290639 1.1984855 1.0298384 1.1896174
[223,] 1.1303381 1.1996866 1.0320974 1.1925682
[224,] 1.1309728 1.2002892 1.0332359 1.1940408
[225,] 1.1319847 1.2012564 1.0350701 1.1963928
[226,] 1.1338712 1.2030796 1.0385514 1.2007881
[227,] 1.1359922 1.2051616 1.0425644 1.2057434
[228,] 1.1361165 1.2052846 1.0428027 1.2060340
[229,] 1.1367987 1.2059621 1.0441178 1.2076300
[230,] 1.1401225 1.2093141 1.0506825 1.2154129
[231,] 1.1483099 1.2179367 1.0680104 1.2345369
[232,] 1.1569801 1.2276326 1.0882706 1.2544855
[233,] 1.1581798 1.2290166 1.0912289 1.2572028
[234,] 1.1595453 1.2306034 1.0946398 1.2602790
[235,] 1.1645640 1.2365364 1.1075582 1.2714093
[236,] 1.1674157 1.2399717 1.1151464 1.2775855
[237,] 1.1693102 1.2422765 1.1202775 1.2816200
[238,] 1.1700891 1.2432290 1.1224065 1.2832624
[239,] 1.1717562 1.2452766 1.1269998 1.2867459
[240,] 1.1734767 1.2474017 1.1317901 1.2902955
[241,] 1.1741423 1.2482268 1.1336562 1.2916564
[242,] 1.1900539 1.2684141 1.1799180 1.3223258
[243,] 1.1908974 1.2695103 1.1824282 1.3238605
[244,] 1.2035080 1.2862458 1.2199996 1.3459576
> str(pExT <- vapply(SmPen005TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT
num [1:244, 1:14] 1.27 1.35 1.36 1.38 1.4 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.267304 1.507881 0.4738904 0.3240400 0.6098033 0.8018265 0.7180358 0.9619139 0.6096456 0.7231293
[2,] 1.349557 1.595729 0.5680628 0.3738163 0.6620365 0.8869419 0.7719113 1.0112872 0.6462733 0.7734580
[3,] 1.359395 1.605867 0.5789087 0.3797409 0.6682642 0.8969804 0.7783036 1.0173563 0.6503853 0.7793385
[4,] 1.382330 1.629215 0.6038604 0.3935330 0.6827586 0.9201998 0.7931524 1.0315520 0.6598142 0.7929149
[5,] 1.398558 1.645501 0.6212380 0.4032765 0.6929979 0.9364545 0.8036104 1.0416074 0.6663831 0.8023918
[6,] 1.419936 1.666668 0.6437857 0.4160942 0.7064741 0.9576180 0.8173208 1.0548261 0.6749525 0.8146813
[7,] 1.421041 1.667753 0.6449406 0.4167562 0.7071703 0.9587036 0.8180273 1.0555077 0.6753937 0.8153099
[8,] 1.435668 1.682042 0.6601326 0.4255149 0.7163872 0.9729947 0.8273597 1.0645081 0.6812248 0.8235651
[9,] 1.451947 1.697775 0.6768316 0.4352534 0.7266456 0.9887167 0.8377052 1.0744513 0.6877079 0.8325996
[10,] 1.477373 1.722000 0.7024813 0.4504459 0.7426782 1.0128648 0.8537930 1.0897352 0.6978760 0.8463583
[11,] 1.484085 1.728327 0.7091657 0.4544531 0.7469145 1.0191529 0.8580280 1.0937077 0.7005759 0.8499142
[12,] 1.484854 1.729050 0.7099292 0.4549121 0.7474000 1.0198709 0.8585129 1.0941610 0.7008858 0.8503195
[13,] 1.486970 1.731038 0.7120284 0.4561755 0.7487365 1.0218448 0.8598474 1.0954066 0.7017391 0.8514329
[14,] 1.491598 1.735376 0.7166063 0.4589375 0.7516598 1.0261479 0.8627640 1.0981198 0.7036080 0.8538557
[15,] 1.496434 1.739894 0.7213715 0.4618228 0.7547159 1.0306248 0.8658096 1.1009388 0.7055653 0.8563700
[16,] 1.501868 1.744954 0.7267043 0.4650643 0.7581520 1.0356318 0.8692298 1.1040863 0.7077709 0.8591741
[17,] 1.512989 1.755256 0.7375463 0.4716958 0.7651917 1.0457994 0.8762229 1.1104575 0.7123077 0.8648408
[18,] 1.515732 1.757786 0.7402063 0.4733313 0.7669301 1.0482911 0.8779467 1.1120142 0.7134321 0.8662234
[19,] 1.519660 1.761400 0.7440042 0.4756724 0.7694201 1.0518467 0.8804134 1.1142319 0.7150456 0.8681919
[20,] 1.549629 1.788688 0.7725973 0.4935250 0.7884732 1.0785199 0.8991957 1.1307035 0.7275235 0.8827658
[21,] 1.551032 1.789953 0.7739191 0.4943603 0.7893673 1.0797483 0.9000734 1.1314539 0.7281153 0.8834279
[22,] 1.568366 1.805495 0.7901319 0.5046780 0.8004322 1.0947739 0.9109085 1.1405612 0.7354865 0.8914620
[23,] 1.581794 1.817424 0.8025386 0.5126670 0.8090235 1.1062162 0.9192912 1.1474036 0.7412671 0.8975067
[24,] 1.585065 1.820316 0.8055415 0.5146130 0.8111193 1.1089776 0.9213324 1.1490423 0.7426844 0.8989567
[25,] 1.595742 1.829716 0.8152876 0.5209628 0.8179661 1.1179167 0.9279911 1.1543129 0.7473329 0.9036296
[26,] 1.603587 1.836586 0.8223967 0.5256276 0.8230038 1.1244133 0.9328814 1.1581097 0.7507704 0.9070067
[27,] 1.611469 1.843456 0.8294944 0.5303132 0.8280704 1.1308785 0.9377928 1.1618588 0.7542417 0.9103523
[28,] 1.620222 1.851051 0.8373259 0.5355163 0.8337041 1.1379859 0.9432459 1.1659459 0.7581173 0.9140141
[29,] 1.622941 1.853402 0.8397470 0.5371320 0.8354550 1.1401774 0.9449391 1.1671987 0.7593251 0.9151398
[30,] 1.625663 1.855753 0.8421668 0.5387502 0.8372094 1.1423649 0.9466349 1.1684456 0.7605367 0.9162621
[31,] 1.626292 1.856295 0.8427250 0.5391240 0.8376147 1.1428691 0.9470266 1.1687325 0.7608168 0.9165205
[32,] 1.629230 1.858827 0.8453290 0.5408700 0.8395087 1.1452192 0.9488563 1.1700672 0.7621268 0.9177242
[33,] 1.629440 1.859008 0.8455149 0.5409948 0.8396442 1.1453869 0.9489871 1.1701623 0.7622206 0.9178100
[34,] 1.629860 1.859370 0.8458867 0.5412445 0.8399151 1.1457222 0.9492488 1.1703523 0.7624081 0.9179816
[35,] 1.644207 1.871669 0.8585094 0.5497692 0.8491749 1.1570618 0.9581821 1.1767279 0.7688382 0.9237667
[36,] 1.647175 1.874202 0.8611033 0.5515327 0.8510929 1.1593816 0.9600303 1.1780196 0.7701747 0.9249463
[37,] 1.658031 1.883429 0.8705381 0.5579816 0.8581137 1.1677875 0.9667892 1.1826629 0.7750798 0.9292100
[38,] 1.658885 1.884153 0.8712771 0.5584890 0.8586666 1.1684438 0.9673211 1.1830229 0.7754669 0.9295422
[39,] 1.660381 1.885420 0.8725700 0.5593776 0.8596349 1.1695912 0.9682525 1.1836515 0.7761452 0.9301228
[40,] 1.665090 1.889401 0.8766306 0.5621750 0.8626847 1.1731883 0.9711850 1.1856146 0.7782836 0.9319413
[41,] 1.666591 1.890668 0.8779217 0.5630666 0.8636571 1.1743299 0.9721197 1.1862353 0.7789662 0.9325179
[42,] 1.671963 1.895193 0.8825291 0.5662569 0.8671383 1.1783957 0.9754645 1.1884366 0.7814126 0.9345693
[43,] 1.674978 1.897727 0.8851068 0.5680476 0.8690934 1.1806645 0.9773421 1.1896586 0.7827883 0.9357128
[44,] 1.676487 1.898994 0.8863950 0.5689440 0.8700724 1.1817968 0.9782821 1.1902667 0.7834777 0.9362831
[45,] 1.679510 1.901528 0.8889700 0.5707391 0.8720334 1.1840569 0.9801646 1.1914771 0.7848596 0.9374208
[46,] 1.683187 1.904606 0.8920943 0.5729229 0.8744201 1.1867934 0.9824548 1.1929366 0.7865431 0.9387972
[47,] 1.684269 1.905511 0.8930127 0.5735660 0.8751231 1.1875965 0.9831294 1.1933637 0.7870394 0.9392009
[48,] 1.697096 1.916195 0.9038319 0.5811833 0.8834581 1.1970154 0.9911202 1.1983300 0.7929344 0.9439286
[49,] 1.697315 1.916376 0.9040150 0.5813128 0.8836000 1.1971741 0.9912562 1.1984130 0.7930350 0.9440082
[50,] 1.719044 1.934311 0.9220928 0.5942152 0.8977482 1.2127227 1.0047967 1.2064426 0.8030866 0.9517911
[51,] 1.722137 1.936848 0.9246414 0.5960519 0.8997652 1.2148949 1.0067247 1.2075484 0.8045237 0.9528772
[52,] 1.725014 1.939204 0.9270062 0.5977602 0.9016418 1.2169059 1.0085179 1.2085688 0.8058616 0.9538826
[53,] 1.727009 1.940835 0.9286423 0.5989443 0.9029430 1.2182947 1.0097610 1.2092715 0.8067897 0.9545768
[54,] 1.732115 1.945004 0.9328199 0.6019762 0.9062759 1.2218308 1.0129440 1.2110541 0.8091687 0.9563445
[55,] 1.733005 1.945730 0.9335459 0.6025044 0.9068566 1.2224438 1.0134985 1.2113621 0.8095835 0.9566509
[56,] 1.734562 1.946999 0.9348160 0.6034292 0.9078738 1.2235153 1.0144694 1.2118998 0.8103101 0.9571866
[57,] 1.734785 1.947180 0.9349974 0.6035614 0.9080191 1.2236682 1.0146082 1.2119765 0.8104140 0.9572631
[58,] 1.741476 1.952619 0.9404345 0.6075340 0.9123903 1.2282391 1.0187792 1.2142599 0.8135391 0.9595488
[59,] 1.756054 1.964409 0.9521825 0.6161895 0.9219251 1.2380290 1.0278677 1.2190981 0.8203682 0.9644523
[60,] 1.756955 1.965134 0.9529040 0.6167243 0.9225147 1.2386262 1.0284293 1.2193910 0.8207910 0.9647521
[61,] 1.760788 1.968219 0.9559684 0.6190001 0.9250243 1.2411577 1.0308191 1.2206298 0.8225912 0.9660234
[62,] 1.761239 1.968581 0.9563287 0.6192681 0.9253199 1.2414548 1.0311006 1.2207749 0.8228034 0.9661728
[63,] 1.761691 1.968944 0.9566890 0.6195362 0.9256156 1.2417518 1.0313821 1.2209199 0.8230156 0.9663220
[64,] 1.762143 1.969307 0.9570492 0.6198044 0.9259114 1.2420485 1.0316637 1.2210647 0.8232279 0.9664712
[65,] 1.763724 1.970577 0.9583097 0.6207435 0.9269474 1.2430861 1.0326498 1.2215704 0.8239714 0.9669931
[66,] 1.772560 1.977655 0.9653225 0.6259896 0.9327380 1.2488315 1.0381588 1.2243579 0.8281304 0.9698893
[67,] 1.772787 1.977837 0.9655021 0.6261244 0.9328869 1.2489780 1.0383004 1.2244287 0.8282374 0.9699633
[68,] 1.773241 1.978200 0.9658613 0.6263941 0.9331847 1.2492709 1.0385836 1.2245702 0.8284515 0.9701113
[69,] 1.786461 1.988730 0.9762577 0.6342435 0.9418586 1.2576960 1.0468248 1.2286160 0.8346900 0.9743848
[70,] 1.793105 1.993997 0.9814424 0.6381883 0.9462219 1.2618569 1.0509650 1.2305977 0.8378317 0.9765092
[71,] 1.794023 1.994723 0.9821569 0.6387334 0.9468251 1.2624281 1.0515370 1.2308689 0.8382662 0.9768017
[72,] 1.796090 1.996358 0.9837638 0.6399610 0.9481835 1.2637107 1.0528250 1.2314773 0.8392450 0.9774592
[73,] 1.797010 1.997084 0.9844778 0.6405070 0.9487878 1.2642797 1.0533979 1.2317468 0.8396804 0.9777512
[74,] 1.797699 1.997629 0.9850131 0.6409167 0.9492413 1.2647060 1.0538277 1.2319486 0.8400072 0.9779701
[75,] 1.800692 1.999991 0.9873320 0.6426936 0.9512084 1.2665488 1.0556916 1.2328199 0.8414252 0.9789181
[76,] 1.802074 2.001081 0.9884017 0.6435146 0.9521175 1.2673969 1.0565527 1.2332202 0.8420807 0.9793551
[77,] 1.806228 2.004352 0.9916090 0.6459811 0.9548493 1.2699321 1.0591391 1.2344144 0.8440511 0.9806649
[78,] 1.809696 2.007078 0.9942794 0.6480406 0.9571310 1.2720340 1.0612980 1.2354018 0.8456976 0.9817547
[79,] 1.810622 2.007805 0.9949913 0.6485904 0.9577403 1.2725928 1.0618742 1.2356639 0.8461374 0.9820450
[80,] 1.812707 2.009440 0.9965923 0.6498284 0.9591123 1.2738477 1.0631716 1.2362519 0.8471279 0.9826981
[81,] 1.813402 2.009986 0.9971259 0.6502414 0.9595700 1.2742652 1.0636043 1.2364474 0.8474584 0.9829156
[82,] 1.819904 2.015075 1.0021021 0.6541027 0.9638513 1.2781428 1.0676488 1.2382582 0.8505510 0.9849441
[83,] 1.820137 2.015257 1.0022797 0.6542408 0.9640045 1.2782807 1.0677935 1.2383225 0.8506617 0.9850164
[84,] 1.821765 2.016530 1.0035227 0.6552082 0.9650775 1.2792443 1.0688064 1.2387712 0.8514372 0.9855229
[85,] 1.824095 2.018348 1.0052979 0.6565917 0.9666122 1.2806172 1.0702545 1.2394098 0.8525465 0.9862461
[86,] 1.824328 2.018530 1.0054754 0.6567301 0.9667658 1.2807542 1.0703994 1.2394735 0.8526575 0.9863184
[87,] 1.825027 2.019075 1.0060078 0.6571455 0.9672267 1.2811650 1.0708342 1.2396644 0.8529907 0.9865353
[88,] 1.832971 2.025258 1.0120371 0.6618635 0.9724633 1.2857928 1.0757696 1.2418091 0.8567779 0.9889911
[89,] 1.835548 2.027259 1.0139861 0.6633940 0.9741627 1.2872787 1.0773696 1.2424957 0.8580075 0.9897849
[90,] 1.836017 2.027623 1.0143404 0.6636725 0.9744720 1.2875483 1.0776607 1.2426202 0.8582312 0.9899292
[91,] 1.836486 2.027987 1.0146947 0.6639510 0.9747813 1.2878177 1.0779518 1.2427445 0.8584551 0.9900734
[92,] 1.836720 2.028168 1.0148718 0.6640903 0.9749360 1.2879523 1.0780974 1.2428066 0.8585670 0.9901456
[93,] 1.837659 2.028896 1.0155802 0.6646477 0.9755551 1.2884904 1.0786799 1.2430548 0.8590150 0.9904341
[94,] 1.845416 2.034900 1.0214211 0.6692558 0.9806749 1.2929008 1.0834930 1.2450850 0.8627212 0.9928136
[95,] 1.846594 2.035810 1.0223056 0.6699556 0.9814527 1.2935646 1.0842235 1.2453899 0.8632844 0.9931741
[96,] 1.848009 2.036902 1.0233668 0.6707958 0.9823867 1.2943596 1.0851005 1.2457548 0.8639607 0.9936066
[97,] 1.853913 2.041452 1.0277864 0.6743033 0.9862865 1.2976541 1.0887593 1.2472644 0.8667857 0.9954085
[98,] 1.855806 2.042908 1.0292001 0.6754279 0.9875373 1.2987022 1.0899317 1.2477438 0.8676920 0.9959852
[99,] 1.858886 2.045274 1.0314967 0.6772575 0.9895726 1.3003989 1.0918386 1.2485191 0.8691672 0.9969224
[100,] 1.860784 2.046731 1.0329096 0.6783848 0.9908270 1.3014391 1.0930130 1.2489938 0.8700765 0.9974992
[101,] 1.863158 2.048551 1.0346754 0.6797955 0.9923968 1.3027351 1.0944822 1.2495848 0.8712147 0.9982203
[102,] 1.863871 2.049098 1.0352050 0.6802190 0.9928681 1.3031230 1.0949232 1.2497615 0.8715566 0.9984367
[103,] 1.864346 2.049462 1.0355581 0.6805014 0.9931825 1.3033814 1.0952172 1.2498792 0.8717845 0.9985810
[104,] 1.866487 2.051101 1.0371469 0.6817731 0.9945980 1.3045417 1.0965410 1.2504076 0.8728114 0.9992302
[105,] 1.867439 2.051829 1.0378529 0.6823387 0.9952277 1.3050561 1.0971296 1.2506417 0.8732682 0.9995189
[106,] 1.869344 2.053286 1.0392647 0.6834707 0.9964882 1.3060828 1.0983075 1.2511086 0.8741828 1.0000962
[107,] 1.870298 2.054014 1.0399706 0.6840371 0.9971189 1.3065951 1.0988967 1.2513415 0.8746405 1.0003850
[108,] 1.872444 2.055654 1.0415585 0.6853124 0.9985393 1.3077448 1.1002231 1.2518637 0.8756714 1.0010348
[109,] 1.876027 2.058386 1.0442046 0.6874409 1.0009104 1.3096526 1.1024358 1.2527295 0.8773931 1.0021184
[110,] 1.878419 2.060208 1.0459683 0.6888619 1.0024938 1.3109187 1.1039123 1.2533033 0.8785432 1.0028413
[111,] 1.880334 2.061665 1.0473791 0.6899998 1.0037621 1.3119281 1.1050944 1.2537605 0.8794647 1.0034199
[112,] 1.881532 2.062576 1.0482607 0.6907116 1.0045554 1.3125574 1.1058335 1.2540455 0.8800412 1.0037816
[113,] 1.886812 2.066585 1.0521394 0.6938480 1.0080525 1.3153127 1.1090890 1.2552916 0.8825838 1.0053746
[114,] 1.892346 2.070777 1.0561935 0.6971353 1.0117196 1.3181688 1.1124981 1.2565815 0.8852523 1.0070427
[115,] 1.895239 2.072964 1.0583083 0.6988538 1.0136373 1.3196491 1.1142790 1.2572496 0.8866488 1.0079143
[116,] 1.897170 2.074423 1.0597181 0.7000007 1.0149175 1.3206322 1.1154671 1.2576930 0.8875814 1.0084958
[117,] 1.899102 2.075881 1.0611279 0.7011486 1.0161991 1.3216123 1.1166558 1.2581350 0.8885154 1.0090777
[118,] 1.901037 2.077340 1.0625376 0.7022976 1.0174820 1.3225893 1.1178453 1.2585755 0.8894507 1.0096601
[119,] 1.902005 2.078069 1.0632425 0.7028724 1.0181240 1.3230767 1.1184403 1.2587953 0.8899188 1.0099515
[120,] 1.902247 2.078251 1.0634187 0.7030162 1.0182846 1.3231985 1.1185890 1.2588501 0.8900359 1.0100243
[121,] 1.905638 2.080804 1.0658855 0.7050303 1.0205345 1.3248977 1.1206728 1.2596161 0.8916775 1.0110451
[122,] 1.907578 2.082263 1.0672952 0.7061827 1.0218221 1.3258646 1.1218645 1.2600519 0.8926174 1.0116291
[123,] 1.914870 2.087736 1.0725814 0.7105129 1.0266627 1.3294635 1.1263389 1.2616740 0.8961545 1.0138238
[124,] 1.920234 2.091750 1.0764582 0.7136973 1.0302247 1.3320756 1.1296257 1.2628520 0.8987611 1.0154383
[125,] 1.920478 2.091932 1.0766344 0.7138422 1.0303868 1.3321938 1.1297752 1.2629053 0.8988798 1.0155118
[126,] 1.921454 2.092662 1.0773393 0.7144221 1.0310357 1.3326661 1.1303733 1.2631184 0.8993550 1.0158058
[127,] 1.922920 2.093757 1.0783968 0.7152923 1.0320096 1.3333731 1.1312708 1.2634374 0.9000685 1.0162473
[128,] 1.926100 2.096129 1.0806880 0.7171798 1.0341224 1.3348992 1.1332165 1.2641264 0.9016173 1.0172049
[129,] 1.927569 2.097225 1.0817456 0.7180518 1.0350987 1.3356008 1.1341151 1.2644433 0.9023334 1.0176476
[130,] 1.927814 2.097407 1.0819219 0.7181972 1.0352615 1.3357176 1.1342649 1.2644960 0.9024528 1.0177214
[131,] 1.929284 2.098502 1.0829796 0.7190698 1.0362388 1.3364172 1.1351638 1.2648122 0.9031699 1.0181644
[132,] 1.929529 2.098685 1.0831558 0.7192153 1.0364017 1.3365337 1.1353137 1.2648648 0.9032895 1.0182383
[133,] 1.931982 2.100510 1.0849188 0.7206711 1.0380324 1.3376956 1.1368128 1.2653901 0.9044869 1.0189777
[134,] 1.932964 2.101240 1.0856240 0.7212539 1.0386853 1.3381590 1.1374127 1.2655998 0.9049664 1.0192738
[135,] 1.933946 2.101971 1.0863293 0.7218369 1.0393386 1.3386217 1.1380127 1.2658091 0.9054464 1.0195701
[136,] 1.936158 2.103614 1.0879162 0.7231496 1.0408096 1.3396601 1.1393633 1.2662792 0.9065278 1.0202373
[137,] 1.936404 2.103797 1.0880926 0.7232955 1.0409731 1.3397752 1.1395134 1.2663313 0.9066480 1.0203115
[138,] 1.937634 2.104709 1.0889743 0.7240254 1.0417912 1.3403503 1.1402641 1.2665918 0.9072498 1.0206827
[139,] 1.938372 2.105257 1.0895034 0.7244635 1.0422823 1.3406947 1.1407146 1.2667479 0.9076111 1.0209056
[140,] 1.940096 2.106536 1.0907380 0.7254863 1.0434290 1.3414969 1.1417661 1.2671115 0.9084550 1.0214260
[141,] 1.942068 2.107996 1.0921491 0.7266561 1.0447408 1.3424108 1.1429684 1.2675261 0.9094210 1.0220216
[142,] 1.942561 2.108362 1.0925020 0.7269487 1.0450690 1.3426389 1.1432690 1.2676296 0.9096627 1.0221706
[143,] 1.946758 2.111467 1.0955013 0.7294383 1.0478619 1.3445699 1.1458260 1.2685067 0.9117215 1.0234392
[144,] 1.951457 2.114938 1.0988547 0.7322259 1.0509907 1.3467126 1.1486867 1.2694818 0.9140311 1.0248614
[145,] 1.953192 2.116217 1.1000905 0.7332544 1.0521454 1.3474980 1.1497414 1.2698397 0.9148843 1.0253866
[146,] 1.956912 2.118957 1.1027392 0.7354606 1.0546233 1.3491736 1.1520028 1.2706044 0.9167169 1.0265141
[147,] 1.957905 2.119688 1.1034457 0.7360495 1.0552849 1.3496188 1.1526061 1.2708078 0.9172066 1.0268152
[148,] 1.958899 2.120419 1.1041523 0.7366386 1.0559469 1.3500632 1.1532096 1.2710110 0.9176967 1.0271166
[149,] 1.961385 2.122247 1.1059190 0.7381126 1.0576033 1.3511713 1.1547189 1.2715180 0.9189237 1.0278709
[150,] 1.962878 2.123344 1.1069792 0.7389976 1.0585981 1.3518340 1.1556248 1.2718216 0.9196612 1.0283241
[151,] 1.964621 2.124623 1.1082163 0.7400309 1.0597598 1.3526052 1.1566821 1.2721752 0.9205228 1.0288535
[152,] 1.967363 2.126634 1.1101608 0.7416560 1.0615873 1.3538128 1.1583443 1.2727296 0.9218794 1.0296866
[153,] 1.975359 2.132485 1.1158212 0.7463941 1.0669186 1.3572965 1.1631850 1.2743346 0.9258444 1.0321191
[154,] 1.978866 2.135046 1.1182993 0.7484717 1.0692578 1.3588070 1.1653051 1.2750332 0.9275878 1.0331876
[155,] 1.979367 2.135411 1.1186535 0.7487688 1.0695923 1.3590221 1.1656081 1.2751329 0.9278373 1.0333404
[156,] 1.983132 2.138155 1.1213101 0.7509985 1.0721038 1.3606301 1.1678813 1.2758789 0.9297121 1.0344884
[157,] 1.983634 2.138521 1.1216644 0.7512960 1.0724390 1.3608438 1.1681845 1.2759782 0.9299625 1.0346416
[158,] 1.985142 2.139619 1.1227276 0.7521890 1.0734452 1.3614839 1.1690944 1.2762759 0.9307145 1.0351018
[159,] 1.990176 2.143278 1.1262730 0.7551694 1.0768044 1.3636069 1.1721287 1.2772659 0.9332285 1.0366390
[160,] 1.990680 2.143644 1.1266277 0.7554678 1.0771408 1.3638183 1.1724323 1.2773647 0.9334805 1.0367931
[161,] 1.993707 2.145840 1.1287564 0.7572592 1.0791608 1.3650833 1.1742543 1.2779569 0.9349950 1.0377182
[162,] 1.996737 2.148036 1.1308862 0.7590527 1.0811837 1.3663425 1.1760772 1.2785479 0.9365135 1.0386452
[163,] 1.996990 2.148219 1.1310637 0.7592023 1.0813524 1.3664471 1.1762292 1.2785971 0.9366403 1.0387226
[164,] 1.997496 2.148585 1.1314188 0.7595014 1.0816899 1.3666564 1.1765331 1.2786955 0.9368938 1.0388773
[165,] 1.999013 2.149684 1.1324842 0.7603992 1.0827028 1.3672831 1.1774450 1.2789905 0.9376552 1.0393417
[166,] 2.002811 2.152430 1.1351490 0.7626460 1.0852383 1.3688436 1.1797256 1.2797268 0.9395631 1.0405049
[167,] 2.006868 2.155359 1.1379933 0.7650462 1.0879478 1.3704984 1.1821597 1.2805106 0.9416055 1.0417488
[168,] 2.008138 2.156275 1.1388826 0.7657970 1.0887956 1.3710135 1.1829206 1.2807553 0.9422453 1.0421382
[169,] 2.011442 2.158656 1.1411957 0.7677508 1.0910021 1.3723481 1.1848997 1.2813907 0.9439123 1.0431522
[170,] 2.012969 2.159755 1.1422637 0.7686533 1.0920217 1.3729619 1.1858134 1.2816836 0.9446833 1.0436209
[171,] 2.016280 2.162136 1.1445790 0.7706106 1.0942331 1.3742870 1.1877937 1.2823178 0.9463576 1.0446382
[172,] 2.016790 2.162502 1.1449353 0.7709120 1.0945736 1.3744903 1.1880985 1.2824153 0.9466157 1.0447949
[173,] 2.021384 2.165800 1.1481438 0.7736266 1.0976418 1.3763132 1.1908421 1.2832919 0.9489435 1.0462076
[174,] 2.025219 2.168549 1.1508199 0.7758923 1.1002034 1.3778229 1.1931295 1.2840216 0.9508911 1.0473882
[175,] 2.036506 2.176614 1.1586826 0.7825567 1.1077423 1.3822036 1.1998452 1.2861582 0.9566454 1.0508693
[176,] 2.037792 2.177531 1.1595774 0.7833157 1.1086014 1.3826969 1.2006088 1.2864007 0.9573033 1.0512666
[177,] 2.038564 2.178081 1.1601143 0.7837713 1.1091170 1.3829925 1.2010671 1.2865462 0.9576985 1.0515051
[178,] 2.042943 2.181198 1.1631590 0.7863554 1.1120422 1.3846614 1.2036644 1.2873704 0.9599434 1.0528593
[179,] 2.048365 2.185050 1.1669246 0.7895530 1.1156631 1.3867088 1.2068742 1.2883880 0.9627302 1.0545379
[180,] 2.049140 2.185601 1.1674629 0.7900103 1.1161811 1.3870000 1.2073329 1.2885334 0.9631295 1.0547782
[181,] 2.051209 2.187068 1.1688990 0.7912304 1.1175631 1.3877751 1.2085562 1.2889209 0.9641960 1.0554197
[182,] 2.054576 2.189454 1.1712343 0.7932149 1.1198113 1.3890298 1.2105444 1.2895506 0.9659339 1.0564643
[183,] 2.054835 2.189637 1.1714140 0.7933677 1.1199844 1.3891261 1.2106974 1.2895991 0.9660679 1.0565447
[184,] 2.056909 2.191105 1.1728522 0.7945902 1.1213696 1.3898951 1.2119212 1.2899865 0.9671406 1.0571889
[185,] 2.068612 2.199365 1.1809569 0.8014832 1.1291830 1.3941806 1.2188084 1.2921665 0.9732177 1.0608308
[186,] 2.069394 2.199916 1.1814982 0.8019437 1.1297052 1.3944640 1.2192677 1.2923118 0.9736255 1.0610747
[187,] 2.074616 2.203589 1.1851095 0.8050169 1.1331906 1.3963451 1.2223304 1.2932814 0.9763523 1.0627045
[188,] 2.078016 2.205976 1.1874597 0.8070174 1.1354598 1.3975610 1.2243215 1.2939120 0.9781327 1.0637673
[189,] 2.079849 2.207262 1.1887262 0.8080956 1.1366829 1.3982134 1.2253938 1.2942517 0.9790941 1.0643408
[190,] 2.084306 2.210385 1.1918048 0.8107167 1.1396569 1.3997914 1.2279983 1.2950771 0.9814363 1.0657368
[191,] 2.086143 2.211672 1.1930737 0.8117971 1.1408829 1.4004386 1.2290709 1.2954173 0.9824040 1.0663131
[192,] 2.089560 2.214061 1.1954320 0.8138053 1.1431621 1.4016363 1.2310630 1.2960493 0.9842060 1.0673855
[193,] 2.090086 2.214428 1.1957951 0.8141144 1.1435130 1.4018201 1.2313695 1.2961466 0.9844838 1.0675507
[194,] 2.091665 2.215531 1.1968846 0.8150422 1.1445661 1.4023708 1.2322890 1.2964386 0.9853181 1.0680468
[195,] 2.095617 2.218288 1.1996107 0.8173637 1.1472015 1.4037427 1.2345879 1.2971690 0.9874101 1.0692899
[196,] 2.101161 2.222149 1.2034330 0.8206189 1.1508975 1.4056519 1.2378068 1.2981931 0.9903535 1.0710368
[197,] 2.103276 2.223620 1.2048909 0.8218605 1.1523074 1.4063758 1.2390331 1.2985838 0.9914793 1.0717044
[198,] 2.103540 2.223804 1.2050732 0.8220158 1.1524837 1.4064662 1.2391864 1.2986326 0.9916202 1.0717879
[199,] 2.112286 2.229874 1.2110985 0.8271467 1.1583114 1.4094313 1.2442452 1.3002475 0.9962923 1.0745546
[200,] 2.118134 2.233921 1.2151253 0.8305752 1.1622064 1.4113906 1.2476179 1.3013272 0.9994308 1.0764102
[201,] 2.125331 2.238891 1.2200786 0.8347915 1.1669973 1.4137764 1.2517569 1.3026561 1.0033089 1.0787002
[202,] 2.135495 2.245887 1.2270716 0.8407415 1.1737596 1.4170994 1.2575814 1.3045337 1.0088162 1.0819472
[203,] 2.138445 2.247913 1.2291007 0.8424674 1.1757213 1.4180539 1.2592672 1.3050789 1.0104211 1.0828926
[204,] 2.138982 2.248282 1.2294699 0.8427813 1.1760781 1.4182270 1.2595737 1.3051781 1.0107134 1.0830647
[205,] 2.142205 2.250492 1.2316866 0.8446661 1.1782207 1.4192638 1.2614125 1.3057740 1.0124708 1.0840992
[206,] 2.151091 2.256573 1.2377965 0.8498586 1.1841240 1.4220945 1.2664682 1.3074179 1.0173333 1.0869597
[207,] 2.152979 2.257863 1.2390952 0.8509619 1.1853783 1.4226912 1.2675404 1.3077676 1.0183704 1.0875694
[208,] 2.158655 2.261734 1.2429973 0.8542752 1.1891457 1.4244733 1.2707564 1.3088189 1.0214935 1.0894048
[209,] 2.164885 2.265975 1.2472811 0.8579104 1.1932793 1.4264116 1.2742775 1.3099743 1.0249346 1.0914261
[210,] 2.165157 2.266159 1.2474676 0.8580686 1.1934592 1.4264956 1.2744306 1.3100246 1.0250847 1.0915143
[211,] 2.168142 2.268188 1.2495204 0.8598097 1.1954391 1.4274174 1.2761141 1.3105787 1.0267385 1.0924854
[212,] 2.168686 2.268557 1.2498940 0.8601264 1.1957992 1.4275846 1.2764202 1.3106796 1.0270398 1.0926622
[213,] 2.170588 2.269848 1.2512019 0.8612353 1.1970602 1.4281692 1.2774913 1.3110329 1.0280953 1.0932819
[214,] 2.170860 2.270033 1.2513888 0.8613937 1.1972404 1.4282526 1.2776443 1.3110834 1.0282463 1.0933706
[215,] 2.174941 2.272800 1.2541954 0.8637721 1.1999452 1.4295006 1.2799391 1.3118419 1.0305156 1.0947026
[216,] 2.176031 2.273538 1.2549446 0.8644068 1.2006670 1.4298324 1.2805509 1.3120445 1.0311223 1.0950587
[217,] 2.201221 2.290523 1.2722739 0.8790570 1.2173300 1.4373509 1.2946077 1.3167445 1.0452558 1.1033531
[218,] 2.202322 2.291262 1.2730317 0.8796961 1.2180571 1.4376730 1.2952181 1.3169507 1.0458781 1.1037184
[219,] 2.213910 2.299024 1.2810114 0.8864177 1.2257044 1.4410308 1.3016232 1.3191256 1.0524506 1.1075783
[220,] 2.218339 2.301982 1.2840622 0.8889833 1.2286236 1.4422987 1.3040610 1.3199589 1.0549728 1.1090606
[221,] 2.225551 2.306790 1.2890325 0.8931580 1.2333744 1.4443459 1.3080197 1.3213192 1.0590929 1.1114836
[222,] 2.225829 2.306975 1.2892239 0.8933187 1.2335573 1.4444243 1.3081719 1.3213717 1.0592519 1.1115772
[223,] 2.231391 2.310674 1.2930583 0.8965350 1.2372178 1.4459877 1.3112144 1.3224235 1.0624400 1.1134536
[224,] 2.234177 2.312525 1.2949790 0.8981448 1.2390499 1.4467658 1.3127348 1.3229512 1.0640398 1.1143959
[225,] 2.238640 2.315485 1.2980569 0.9007225 1.2419839 1.4480060 1.3151662 1.3237980 1.0666075 1.1159091
[226,] 2.247029 2.321039 1.3038436 0.9055630 1.2474933 1.4503154 1.3197209 1.3253945 1.0714477 1.1187651
[227,] 2.256570 2.327335 1.3104265 0.9110604 1.2537503 1.4529078 1.3248758 1.3272179 1.0769730 1.1220317
[228,] 2.257132 2.327706 1.3108146 0.9113841 1.2541188 1.4530595 1.3251788 1.3273257 1.0772993 1.1222248
[229,] 2.260227 2.329744 1.3129504 0.9131656 1.2561462 1.4538922 1.3268448 1.3279193 1.0790964 1.1232891
[230,] 2.275472 2.339752 1.3234744 0.9219294 1.2661190 1.4579410 1.3350102 1.3308584 1.0879788 1.1285618
[231,] 2.314257 2.364992 1.3502613 0.9441403 1.2913741 1.4678631 1.3554697 1.3384622 1.1107517 1.1421999
[232,] 2.357395 2.392703 1.3800556 0.9687066 1.3192494 1.4783172 1.3776797 1.3471520 1.1362554 1.1577510
[233,] 2.363530 2.396613 1.3842912 0.9721888 1.3231938 1.4797585 1.3807903 1.3484071 1.1398900 1.1599981
[234,] 2.370557 2.401084 1.3891426 0.9761746 1.3277062 1.4813965 1.3843389 1.3498505 1.1440549 1.1625840
[235,] 2.396772 2.417677 1.4072320 0.9910117 1.3444787 1.4873889 1.3974356 1.3552880 1.1596025 1.1723450
[236,] 2.411905 2.427196 1.4176666 0.9995545 1.3541160 1.4907678 1.4048938 1.3584635 1.1685838 1.1780660
[237,] 2.422038 2.433545 1.4246503 1.0052663 1.3605507 1.4929994 1.4098464 1.3606041 1.1746000 1.1819340
[238,] 2.426221 2.436161 1.4275322 1.0076221 1.3632025 1.4939137 1.4118812 1.3614908 1.1770839 1.1835396
[239,] 2.435204 2.441768 1.4337200 1.0126777 1.3688890 1.4958638 1.4162322 1.3634011 1.1824194 1.1870060
[240,] 2.444517 2.447565 1.4401313 1.0179125 1.3747708 1.4978665 1.4207150 1.3653894 1.1879512 1.1906256
[241,] 2.448130 2.449810 1.4426178 1.0199418 1.3770491 1.4986385 1.4224466 1.3661629 1.1900976 1.1920372
[242,] 2.535579 2.503438 1.5026215 1.0687698 1.4315550 1.5165672 1.4630895 1.3851809 1.2421011 1.2274625
[243,] 2.540236 2.506257 1.5058064 1.0713545 1.4344225 1.5174864 1.4651865 1.3862088 1.2448776 1.2294109
[244,] 2.609375 2.547698 1.5529192 1.1095210 1.4765513 1.5307970 1.4955319 1.4017301 1.2862669 1.2588264
n=220 n=340 n=510 n=760
[1,] 0.7623044 0.6940066 0.8282042 0.6603015
[2,] 0.8044176 0.7679863 0.8228659 0.7140632
[3,] 0.8092083 0.7769083 0.8227340 0.7201621
[4,] 0.8201568 0.7975660 0.8228368 0.7341743
[5,] 0.8277303 0.8120193 0.8232618 0.7439327
[6,] 0.8375054 0.8308077 0.8242493 0.7565909
[7,] 0.8380049 0.8317707 0.8243130 0.7572383
[8,] 0.8445697 0.8444396 0.8252647 0.7657373
[9,] 0.8517803 0.8583593 0.8265477 0.7750384
[10,] 0.8628732 0.8796437 0.8289672 0.7892476
[11,] 0.8657723 0.8851555 0.8296829 0.7929376
[12,] 0.8661037 0.8857839 0.8297668 0.7933589
[13,] 0.8670153 0.8875103 0.8299997 0.7945170
[14,] 0.8690049 0.8912682 0.8305188 0.7970421
[15,] 0.8710787 0.8951690 0.8310749 0.7996706
[16,] 0.8734031 0.8995204 0.8317160 0.8026129
[17,] 0.8781422 0.9083167 0.8330777 0.8086012
[18,] 0.8793078 0.9104636 0.8334233 0.8100725
[19,] 0.8809744 0.9135206 0.8339244 0.8121749
[20,] 0.8936168 0.9361952 0.8379873 0.8281178
[21,] 0.8942059 0.9372280 0.8381884 0.8288615
[22,] 0.9014711 0.9497791 0.8407620 0.8380453
[23,] 0.9070845 0.9592332 0.8428791 0.8451592
[24,] 0.9084508 0.9615011 0.8434117 0.8468932
[25,] 0.9129068 0.9688062 0.8451954 0.8525555
[26,] 0.9161790 0.9740801 0.8465500 0.8567197
[27,] 0.9194656 0.9792987 0.8479479 0.8609070
[28,] 0.9231155 0.9850012 0.8495432 0.8655624
[29,] 0.9242491 0.9867522 0.8500477 0.8670092
[30,] 0.9253845 0.9884966 0.8505572 0.8684588
[31,] 0.9256468 0.9888982 0.8506755 0.8687937
[32,] 0.9268721 0.9907677 0.8512311 0.8703586
[33,] 0.9269597 0.9909009 0.8512710 0.8704705
[34,] 0.9271349 0.9911673 0.8513509 0.8706943
[35,] 0.9331177 1.0001303 0.8541397 0.8783446
[36,] 0.9343553 1.0019530 0.8547316 0.8799290
[37,] 0.9388810 1.0085260 0.8569400 0.8857245
[38,] 0.9392371 1.0090370 0.8571168 0.8861805
[39,] 0.9398606 1.0099297 0.8574273 0.8869790
[40,] 0.9418234 1.0127219 0.8584134 0.8894922
[41,] 0.9424489 1.0136062 0.8587304 0.8902930
[42,] 0.9446867 1.0167474 0.8598758 0.8931570
[43,] 0.9459424 1.0184951 0.8605261 0.8947634
[44,] 0.9465710 1.0193658 0.8608537 0.8955673
[45,] 0.9478294 1.0211012 0.8615137 0.8971760
[46,] 0.9493599 1.0231973 0.8623238 0.8991314
[47,] 0.9498105 1.0238115 0.8625639 0.8997068
[48,] 0.9551427 1.0309782 0.8654581 0.9065061
[49,] 0.9552333 1.0310984 0.8655081 0.9066215
[50,] 0.9642325 1.0427781 0.8706174 0.9180468
[51,] 0.9655090 1.0443946 0.8713646 0.9196624
[52,] 0.9666949 1.0458876 0.8720639 0.9211623
[53,] 0.9675162 1.0469168 0.8725511 0.9222005
[54,] 0.9696161 1.0495300 0.8738075 0.9248526
[55,] 0.9699814 1.0499820 0.8740276 0.9253137
[56,] 0.9706208 1.0507713 0.8744141 0.9261204
[57,] 0.9707121 1.0508839 0.8744695 0.9262357
[58,] 0.9734531 1.0542394 0.8761438 0.9296912
[59,] 0.9793920 1.0613660 0.8798649 0.9371698
[60,] 0.9797574 1.0617981 0.8800981 0.9376298
[61,] 0.9813097 1.0636260 0.8810940 0.9395851
[62,] 0.9814922 1.0638402 0.8812117 0.9398152
[63,] 0.9816748 1.0640542 0.8813296 0.9400452
[64,] 0.9818574 1.0642679 0.8814475 0.9402753
[65,] 0.9824963 1.0650147 0.8818613 0.9410805
[66,] 0.9860528 1.0691327 0.8841916 0.9455696
[67,] 0.9861439 1.0692374 0.8842519 0.9456848
[68,] 0.9863261 1.0694465 0.8843726 0.9459152
[69,] 0.9916021 1.0754294 0.8879197 0.9526079
[70,] 0.9942330 1.0783613 0.8897261 0.9559650
[71,] 0.9945955 1.0787626 0.8899769 0.9564287
[72,] 0.9954106 1.0796627 0.8905428 0.9574728
[73,] 0.9957728 1.0800616 0.8907949 0.9579371
[74,] 0.9960443 1.0803602 0.8909842 0.9582855
[75,] 0.9972200 1.0816494 0.8918074 0.9597964
[76,] 0.9977623 1.0822417 0.8921887 0.9604944
[77,] 0.9993873 1.0840086 0.8933379 0.9625913
[78,] 1.0007395 1.0854692 0.8943015 0.9643422
[79,] 1.0010997 1.0858570 0.8945594 0.9648097
[80,] 1.0019098 1.0867266 0.8951410 0.9658623
[81,] 1.0021797 1.0870156 0.8953353 0.9662135
[82,] 1.0046945 1.0896927 0.8971590 0.9694979
[83,] 1.0047842 1.0897876 0.8972245 0.9696154
[84,] 1.0054117 1.0904508 0.8976835 0.9704387
[85,] 1.0063072 1.0913942 0.8983411 0.9716162
[86,] 1.0063967 1.0914883 0.8984070 0.9717341
[87,] 1.0066651 1.0917702 0.8986048 0.9720878
[88,] 1.0097009 1.0949362 0.9008606 0.9761079
[89,] 1.0106805 1.0959488 0.9015959 0.9774134
[90,] 1.0108584 1.0961323 0.9017299 0.9776510
[91,] 1.0110363 1.0963157 0.9018639 0.9778888
[92,] 1.0111253 1.0964073 0.9019310 0.9780076
[93,] 1.0114810 1.0967732 0.9021995 0.9784834
[94,] 1.0144088 1.0997638 0.9044272 0.9824220
[95,] 1.0148514 1.1002126 0.9047668 0.9830209
[96,] 1.0153821 1.1007496 0.9051749 0.9837404
[97,] 1.0175893 1.1029694 0.9068831 0.9867478
[98,] 1.0182941 1.1036737 0.9074324 0.9877135
[99,] 1.0194380 1.1048120 0.9083277 0.9892862
[100,] 1.0201409 1.1055088 0.9088803 0.9902562
[101,] 1.0210186 1.1063756 0.9095728 0.9914712
[102,] 1.0212816 1.1066348 0.9097809 0.9918362
[103,] 1.0214570 1.1068074 0.9099198 0.9920797
[104,] 1.0222454 1.1075817 0.9105457 0.9931767
[105,] 1.0225955 1.1079246 0.9108243 0.9936649
[106,] 1.0232951 1.1086085 0.9113826 0.9946428
[107,] 1.0236447 1.1089493 0.9116622 0.9951325
[108,] 1.0244305 1.1097136 0.9122924 0.9962358
[109,] 1.0257380 1.1109795 0.9133462 0.9980797
[110,] 1.0266082 1.1118180 0.9140510 0.9993127
[111,] 1.0273036 1.1124856 0.9146162 1.0003012
[112,] 1.0277377 1.1129015 0.9149701 1.0009200
[113,] 1.0296445 1.1147184 0.9165324 1.0036518
[114,] 1.0316314 1.1165956 0.9181750 1.0065246
[115,] 1.0326653 1.1175661 0.9190356 1.0080305
[116,] 1.0333535 1.1182097 0.9196107 1.0090373
[117,] 1.0340408 1.1188507 0.9201869 1.0100463
[118,] 1.0347272 1.1194890 0.9207642 1.0110576
[119,] 1.0350701 1.1198071 0.9210532 1.0115641
[120,] 1.0351557 1.1198865 0.9211255 1.0116908
[121,] 1.0363538 1.1209942 0.9221394 1.0134689
[122,] 1.0370371 1.1216236 0.9227202 1.0144883
[123,] 1.0395912 1.1239606 0.9249072 1.0183328
[124,] 1.0414556 1.1256515 0.9265199 1.0211745
[125,] 1.0415401 1.1257279 0.9265933 1.0213042
[126,] 1.0418782 1.1260331 0.9268874 1.0218230
[127,] 1.0423849 1.1264898 0.9273289 1.0226025
[128,] 1.0434809 1.1274745 0.9282873 1.0242963
[129,] 1.0439858 1.1279268 0.9287305 1.0250803
[130,] 1.0440699 1.1280020 0.9288044 1.0252111
[131,] 1.0445741 1.1284527 0.9292482 1.0259968
[132,] 1.0446581 1.1285277 0.9293222 1.0261279
[133,] 1.0454971 1.1292754 0.9300631 1.0274409
[134,] 1.0458322 1.1295734 0.9303599 1.0279672
[135,] 1.0461671 1.1298709 0.9306569 1.0284941
[136,] 1.0469196 1.1305379 0.9313259 1.0296819
[137,] 1.0470031 1.1306118 0.9314003 1.0298141
[138,] 1.0474206 1.1309809 0.9317726 1.0304756
[139,] 1.0476708 1.1312018 0.9319961 1.0308729
[140,] 1.0482542 1.1317162 0.9325181 1.0318014
[141,] 1.0489200 1.1323018 0.9331155 1.0328648
[142,] 1.0490863 1.1324478 0.9332650 1.0331311
[143,] 1.0504972 1.1336832 0.9345379 1.0354002
[144,] 1.0520687 1.1350515 0.9359651 1.0379490
[145,] 1.0526463 1.1355524 0.9364922 1.0388914
[146,] 1.0538814 1.1366197 0.9376240 1.0409166
[147,] 1.0542102 1.1369030 0.9379263 1.0414580
[148,] 1.0545388 1.1371857 0.9382289 1.0420000
[149,] 1.0553591 1.1378900 0.9389864 1.0433572
[150,] 1.0558505 1.1383109 0.9394416 1.0441732
[151,] 1.0564232 1.1388004 0.9399734 1.0451267
[152,] 1.0573216 1.1395662 0.9408105 1.0466283
[153,] 1.0599246 1.1417703 0.9432563 1.0510179
[154,] 1.0610585 1.1427237 0.9443315 1.0529480
[155,] 1.0612202 1.1428594 0.9444854 1.0532242
[156,] 1.0624313 1.1438726 0.9456414 1.0552993
[157,] 1.0625925 1.1440072 0.9457958 1.0555765
[158,] 1.0630758 1.1444100 0.9462595 1.0564086
[159,] 1.0646826 1.1457442 0.9478094 1.0591895
[160,] 1.0648429 1.1458768 0.9479648 1.0594682
[161,] 1.0658037 1.1466703 0.9488985 1.0611424
[162,] 1.0667622 1.1474590 0.9498347 1.0628203
[163,] 1.0668419 1.1475246 0.9499129 1.0629603
[164,] 1.0670014 1.1476555 0.9500692 1.0632403
[165,] 1.0674795 1.1480476 0.9505386 1.0640811
[166,] 1.0686724 1.1490229 0.9517152 1.0661869
[167,] 1.0699408 1.1500555 0.9529752 1.0684392
[168,] 1.0703364 1.1503766 0.9533700 1.0691442
[169,] 1.0713631 1.1512081 0.9543990 1.0709802
[170,] 1.0718361 1.1515901 0.9548752 1.0718288
[171,] 1.0728589 1.1524144 0.9559097 1.0736704
[172,] 1.0730160 1.1525408 0.9560691 1.0739540
[173,] 1.0744273 1.1536734 0.9575088 1.0765106
[174,] 1.0755996 1.1546106 0.9587146 1.0786462
[175,] 1.0790177 1.1573275 0.9622865 1.0849374
[176,] 1.0794041 1.1576334 0.9626959 1.0856548
[177,] 1.0796358 1.1578167 0.9629418 1.0860855
[178,] 1.0809459 1.1588514 0.9643409 1.0885294
[179,] 1.0825576 1.1601214 0.9660814 1.0915565
[180,] 1.0827873 1.1603021 0.9663311 1.0919897
[181,] 1.0833989 1.1607831 0.9669986 1.0931457
[182,] 1.0843904 1.1615621 0.9680876 1.0950270
[183,] 1.0844666 1.1616219 0.9681716 1.0951718
[184,] 1.0850752 1.1620996 0.9688447 1.0963314
[185,] 1.0884773 1.1647656 0.9726711 1.1028776
[186,] 1.0887028 1.1649422 0.9729287 1.1033154
[187,] 1.0902019 1.1661156 0.9746540 1.1062382
[188,] 1.0911724 1.1668751 0.9757832 1.1081420
[189,] 1.0916936 1.1672831 0.9763938 1.1091683
[190,] 1.0929555 1.1682712 0.9778844 1.1116643
[191,] 1.0934736 1.1686769 0.9785013 1.1126935
[192,] 1.0944331 1.1694289 0.9796520 1.1146069
[193,] 1.0945805 1.1695444 0.9798296 1.1149015
[194,] 1.0950220 1.1698906 0.9803634 1.1157857
[195,] 1.0961229 1.1707544 0.9817038 1.1179986
[196,] 1.0976568 1.1719600 0.9835951 1.1211021
[197,] 1.0982389 1.1724182 0.9843201 1.1222861
[198,] 1.0983115 1.1724755 0.9844109 1.1224341
[199,] 1.1006987 1.1743602 0.9874288 1.1273270
[200,] 1.1022782 1.1756130 0.9894643 1.1305962
[201,] 1.1042034 1.1771478 0.9919882 1.1346151
[202,] 1.1068881 1.1793051 0.9955899 1.1402818
[203,] 1.1076598 1.1799295 0.9966435 1.1419238
[204,] 1.1077999 1.1800430 0.9968357 1.1422224
[205,] 1.1086385 1.1807244 0.9979919 1.1440144
[206,] 1.1109297 1.1825998 1.0012036 1.1489447
[207,] 1.1114129 1.1829981 1.0018910 1.1499908
[208,] 1.1128567 1.1841946 1.0039669 1.1531294
[209,] 1.1144279 1.1855082 1.0062641 1.1565669
[210,] 1.1144960 1.1855654 1.0063645 1.1567164
[211,] 1.1152434 1.1861950 1.0074727 1.1583602
[212,] 1.1153791 1.1863096 1.0076748 1.1586591
[213,] 1.1158532 1.1867109 1.0083837 1.1597051
[214,] 1.1159209 1.1867683 1.0084852 1.1598545
[215,] 1.1169334 1.1876300 1.0100132 1.1620956
[216,] 1.1172026 1.1878602 1.0104226 1.1626931
[217,] 1.1233085 1.1932072 1.0200670 1.1764157
[218,] 1.1235703 1.1934421 1.0204966 1.1770109
[219,] 1.1263009 1.1959219 1.0250610 1.1832515
[220,] 1.1273328 1.1968728 1.0268262 1.1856234
[221,] 1.1290000 1.1984256 1.0297261 1.1894697
[222,] 1.1290639 1.1984855 1.0298384 1.1896174
[223,] 1.1303381 1.1996866 1.0320974 1.1925682
[224,] 1.1309728 1.2002892 1.0332359 1.1940408
[225,] 1.1319847 1.2012564 1.0350701 1.1963928
[226,] 1.1338712 1.2030796 1.0385514 1.2007881
[227,] 1.1359922 1.2051616 1.0425644 1.2057434
[228,] 1.1361165 1.2052846 1.0428027 1.2060340
[229,] 1.1367987 1.2059621 1.0441178 1.2076300
[230,] 1.1401225 1.2093141 1.0506825 1.2154129
[231,] 1.1483099 1.2179367 1.0680104 1.2345369
[232,] 1.1569801 1.2276326 1.0882706 1.2544855
[233,] 1.1581798 1.2290166 1.0912289 1.2572028
[234,] 1.1595453 1.2306034 1.0946398 1.2602790
[235,] 1.1645640 1.2365364 1.1075582 1.2714093
[236,] 1.1674157 1.2399717 1.1151464 1.2775855
[237,] 1.1693102 1.2422765 1.1202775 1.2816200
[238,] 1.1700891 1.2432290 1.1224065 1.2832624
[239,] 1.1717562 1.2452766 1.1269998 1.2867459
[240,] 1.1734767 1.2474017 1.1317901 1.2902955
[241,] 1.1741423 1.2482268 1.1336562 1.2916564
[242,] 1.1900539 1.2684141 1.1799180 1.3223258
[243,] 1.1908974 1.2695103 1.1824282 1.3238605
[244,] 1.2035080 1.2862458 1.2199996 1.3459576
>
> str(pSqF <- vapply(SmPen02FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF
num [1:244, 1:14] -0.151 -0.126 -0.124 -0.117 -0.112 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.1506587398 9.802575e-03 0.2446754 0.2293491 0.4426582 0.2391261 0.2408541 0.12172883 0.15386489
[2,] -0.1263670416 -3.695279e-03 0.2568891 0.2150885 0.4411971 0.2167494 0.2258436 0.09796841 0.12677379
[3,] -0.1235285323 -5.047894e-03 0.2583412 0.2135787 0.4411522 0.2144011 0.2242379 0.09553096 0.12379581
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[143,] 0.0271960762 -1.538272e-02 0.3417719 0.1767813 0.4695783 0.1627175 0.1900850 0.04377541 0.03026257
[144,] 0.0282878122 -1.508147e-02 0.3424146 0.1767988 0.4699692 0.1628247 0.1902404 0.04383752 0.03006535
[145,] 0.0286902626 -1.496929e-02 0.3426517 0.1768061 0.4701138 0.1628657 0.1902992 0.04386176 0.02999442
[146,] 0.0295530769 -1.472672e-02 0.3431601 0.1768236 0.4704249 0.1629566 0.1904280 0.04391615 0.02984558
[147,] 0.0297832577 -1.466154e-02 0.3432957 0.1768287 0.4705081 0.1629815 0.1904630 0.04393122 0.02980662
[148,] 0.0300134792 -1.459615e-02 0.3434315 0.1768339 0.4705915 0.1630067 0.1904982 0.04394652 0.02976796
[149,] 0.0305892118 -1.443175e-02 0.3437709 0.1768476 0.4708003 0.1630708 0.1905875 0.04398583 0.02967266
[150,] 0.0309347738 -1.433248e-02 0.3439748 0.1768563 0.4709260 0.1631102 0.1906419 0.04401013 0.02961640
[151,] 0.0313380457 -1.421607e-02 0.3442127 0.1768670 0.4710729 0.1631569 0.1907061 0.04403916 0.02955163
[152,] 0.0319720116 -1.403184e-02 0.3445868 0.1768847 0.4713044 0.1632319 0.1908086 0.04408625 0.02945176
[153,] 0.0338180345 -1.348694e-02 0.3456770 0.1769431 0.4719829 0.1634622 0.1911184 0.04423352 0.02917448
[154,] 0.0346264933 -1.324434e-02 0.3461549 0.1769719 0.4722820 0.1635685 0.1912594 0.04430278 0.02905939
[155,] 0.0347420283 -1.320948e-02 0.3462232 0.1769762 0.4723249 0.1635840 0.1912798 0.04431291 0.02904326
[156,] 0.0356088678 -1.294634e-02 0.3467358 0.1770095 0.4726471 0.1637021 0.1914350 0.04439084 0.02892475
[157,] 0.0357244900 -1.291104e-02 0.3468042 0.1770141 0.4726901 0.1637182 0.1914560 0.04440149 0.02890928
[158,] 0.0360714179 -1.280481e-02 0.3470095 0.1770282 0.4728195 0.1637667 0.1915193 0.04443380 0.02886333
[159,] 0.0372285109 -1.244734e-02 0.3476943 0.1770776 0.4732527 0.1639330 0.1917348 0.04454542 0.02871525
[160,] 0.0373442766 -1.241131e-02 0.3477629 0.1770828 0.4732962 0.1639500 0.1917567 0.04455691 0.02870087
[161,] 0.0380390864 -1.219403e-02 0.3481744 0.1771146 0.4735576 0.1640534 0.1918896 0.04462717 0.02861624
[162,] 0.0387342659 -1.197490e-02 0.3485862 0.1771479 0.4738201 0.1641593 0.1920250 0.04469962 0.02853443
[163,] 0.0387922142 -1.195655e-02 0.3486206 0.1771507 0.4738420 0.1641682 0.1920363 0.04470576 0.02852774
[164,] 0.0389081185 -1.191983e-02 0.3486893 0.1771564 0.4738858 0.1641861 0.1920592 0.04471808 0.02851442
[165,] 0.0392558931 -1.180933e-02 0.3488954 0.1771738 0.4740176 0.1642402 0.1921280 0.04475540 0.02847493
[166,] 0.0401257342 -1.153106e-02 0.3494111 0.1772187 0.4743480 0.1643783 0.1923029 0.04485114 0.02837931
[167,] 0.0410542023 -1.123105e-02 0.3499619 0.1772690 0.4747021 0.1645297 0.1924935 0.04495707 0.02828221
[168,] 0.0413444836 -1.113662e-02 0.3501342 0.1772852 0.4748132 0.1645779 0.1925540 0.04499098 0.02825290
[169,] 0.0420995160 -1.088960e-02 0.3505823 0.1773286 0.4751027 0.1647051 0.1927132 0.04508098 0.02817902
[170,] 0.0424481392 -1.077486e-02 0.3507893 0.1773492 0.4752368 0.1647648 0.1927876 0.04512340 0.02814606
[171,] 0.0432038075 -1.052468e-02 0.3512381 0.1773950 0.4755280 0.1648962 0.1929509 0.04521723 0.02807709
[172,] 0.0433201028 -1.048600e-02 0.3513072 0.1774022 0.4755730 0.1649167 0.1929763 0.04523190 0.02806677
[173,] 0.0443672243 -1.013557e-02 0.3519295 0.1774686 0.4759784 0.1651038 0.1932077 0.04536676 0.02797756
[174,] 0.0452404637 -9.840380e-03 0.3524487 0.1775264 0.4763181 0.1652638 0.1934047 0.04548303 0.02790815
[175,] 0.0478053162 -8.957976e-03 0.3539750 0.1777084 0.4773234 0.1657545 0.1940045 0.04584464 0.02773065
[176,] 0.0480970932 -8.856147e-03 0.3541487 0.1777303 0.4774385 0.1658123 0.1940747 0.04588768 0.02771295
[177,] 0.0482721904 -8.794898e-03 0.3542530 0.1777435 0.4775076 0.1658472 0.1941170 0.04591370 0.02770258
[178,] 0.0492648475 -8.445665e-03 0.3548444 0.1778201 0.4779006 0.1660474 0.1943597 0.04606384 0.02764721
[179,] 0.0504921034 -8.009216e-03 0.3555760 0.1779186 0.4783888 0.1663013 0.1946663 0.04625573 0.02758693
[180,] 0.0506675189 -7.946411e-03 0.3556806 0.1779330 0.4784588 0.1663382 0.1947107 0.04628372 0.02757905
[181,] 0.0511354075 -7.778378e-03 0.3559596 0.1779718 0.4786457 0.1664371 0.1948298 0.04635908 0.02755894
[182,] 0.0518960801 -7.503605e-03 0.3564134 0.1780362 0.4789505 0.1666002 0.1950257 0.04648375 0.02752904
[183,] 0.0519546116 -7.482380e-03 0.3564484 0.1780413 0.4789740 0.1666128 0.1950409 0.04649345 0.02752689
[184,] 0.0524229563 -7.312131e-03 0.3567279 0.1780818 0.4791622 0.1667146 0.1951630 0.04657167 0.02751037
[185,] 0.0550604894 -6.339513e-03 0.3583030 0.1783209 0.4802289 0.1673063 0.1958698 0.04703108 0.02744198
[186,] 0.0552365118 -6.273770e-03 0.3584082 0.1783375 0.4803005 0.1673468 0.1959182 0.04706289 0.02743890
[187,] 0.0564105929 -5.832611e-03 0.3591101 0.1784505 0.4807795 0.1676211 0.1962443 0.04727874 0.02742316
[188,] 0.0571743034 -5.543181e-03 0.3595669 0.1785259 0.4810924 0.1678027 0.1964598 0.04742259 0.02741738
[189,] 0.0575857142 -5.386462e-03 0.3598130 0.1785672 0.4812613 0.1679016 0.1965771 0.04750121 0.02741573
[190,] 0.0585853858 -5.003321e-03 0.3604112 0.1786693 0.4816730 0.1681450 0.1968653 0.04769553 0.02741596
[191,] 0.0589972341 -4.844514e-03 0.3606578 0.1787121 0.4818431 0.1682465 0.1969854 0.04777695 0.02741781
[192,] 0.0597624338 -4.547973e-03 0.3611159 0.1787929 0.4821599 0.1684371 0.1972106 0.04793033 0.02742397
[193,] 0.0598801959 -4.502165e-03 0.3611865 0.1788054 0.4822087 0.1684667 0.1972455 0.04795418 0.02742524
[194,] 0.0602335449 -4.364445e-03 0.3613981 0.1788433 0.4823554 0.1685557 0.1973507 0.04802613 0.02742953
[195,] 0.0611173281 -4.018196e-03 0.3619276 0.1789396 0.4827232 0.1687807 0.1976161 0.04820864 0.02744358
[196,] 0.0623556108 -3.528775e-03 0.3626698 0.1790777 0.4832407 0.1691016 0.1979942 0.04847054 0.02747123
[197,] 0.0628276405 -3.340899e-03 0.3629529 0.1791315 0.4834387 0.1692257 0.1981401 0.04857228 0.02748422
[198,] 0.0628866559 -3.317359e-03 0.3629883 0.1791382 0.4834634 0.1692412 0.1981585 0.04858507 0.02748594
[199,] 0.0648356323 -2.533636e-03 0.3641575 0.1793663 0.4842848 0.1697638 0.1987727 0.04901680 0.02755465
[200,] 0.0661365324 -2.003728e-03 0.3649385 0.1795238 0.4848366 0.1701213 0.1991924 0.04931495 0.02761342
[201,] 0.0677348236 -1.345292e-03 0.3658986 0.1797232 0.4855182 0.1705702 0.1997188 0.04969225 0.02769982
[202,] 0.0699875084 -4.035435e-04 0.3672529 0.1800149 0.4864861 0.1712206 0.2004808 0.05024461 0.02784829
[203,] 0.0706403086 -1.276550e-04 0.3676455 0.1801017 0.4867681 0.1714129 0.2007059 0.05040920 0.02789718
[204,] 0.0707590337 -7.733574e-05 0.3677170 0.1801177 0.4868195 0.1714480 0.2007471 0.05043935 0.02790636
[205,] 0.0714716049 2.255984e-04 0.3681457 0.1802139 0.4871282 0.1716602 0.2009955 0.05062173 0.02796326
[206,] 0.0734331276 1.067653e-03 0.3693265 0.1804850 0.4879823 0.1722547 0.2016913 0.05113630 0.02813625
[207,] 0.0738495765 1.247961e-03 0.3695774 0.1805438 0.4881644 0.1723829 0.2018413 0.05124792 0.02817607
[208,] 0.0750996972 1.792428e-03 0.3703305 0.1807227 0.4887128 0.1727717 0.2022964 0.05158797 0.02830212
[209,] 0.0764702101 2.394833e-03 0.3711566 0.1809231 0.4893169 0.1732049 0.2028034 0.05196939 0.02845159
[210,] 0.0765298293 2.421169e-03 0.3711925 0.1809319 0.4893432 0.1732240 0.2028257 0.05198619 0.02845836
[211,] 0.0771858141 2.711651e-03 0.3715881 0.1810295 0.4896335 0.1734340 0.2030716 0.05217214 0.02853434
[212,] 0.0773051183 2.764622e-03 0.3716600 0.1810474 0.4896863 0.1734724 0.2031165 0.05220618 0.02854845
[213,] 0.0777227664 2.950396e-03 0.3719119 0.1811101 0.4898716 0.1736072 0.2032743 0.05232589 0.02859856
[214,] 0.0777824409 2.976983e-03 0.3719479 0.1811192 0.4898980 0.1736266 0.2032970 0.05234306 0.02860581
[215,] 0.0786778761 3.377224e-03 0.3724881 0.1812552 0.4902962 0.1739180 0.2036382 0.05260281 0.02871729
[216,] 0.0789167591 3.484409e-03 0.3726322 0.1812919 0.4904026 0.1739963 0.2037299 0.05267276 0.02874789
[217,] 0.0844227484 6.002177e-03 0.3759577 0.1821723 0.4928802 0.1758597 0.2059144 0.05436151 0.02955399
[218,] 0.0846626477 6.113919e-03 0.3761027 0.1822122 0.4929892 0.1759434 0.2060127 0.05443844 0.02959353
[219,] 0.0871841534 7.298596e-03 0.3776277 0.1826395 0.4941405 0.1768362 0.2070617 0.05526391 0.03003157
[220,] 0.0881459592 7.755354e-03 0.3782097 0.1828062 0.4945821 0.1771827 0.2074694 0.05558696 0.03020950
[221,] 0.0897103450 8.503980e-03 0.3791567 0.1830817 0.4953036 0.1777534 0.2081414 0.05612205 0.03051174
[222,] 0.0897705496 8.532931e-03 0.3791932 0.1830924 0.4953314 0.1777756 0.2081674 0.05614288 0.03052369
[223,] 0.0909752005 9.114404e-03 0.3799227 0.1833082 0.4958895 0.1782211 0.2086927 0.05656345 0.03076776
[224,] 0.0915779253 9.406889e-03 0.3802879 0.1834173 0.4961696 0.1784460 0.2089580 0.05677654 0.03089343
[225,] 0.0925428393 9.877284e-03 0.3808725 0.1835937 0.4966192 0.1788086 0.2093860 0.05712140 0.03109956
[226,] 0.0943538929 1.076728e-02 0.3819703 0.1839299 0.4974666 0.1794978 0.2102006 0.05778103 0.03150286
[227,] 0.0964093245 1.178854e-02 0.3832168 0.1843198 0.4984344 0.1802936 0.2111427 0.05854924 0.03198656
[228,] 0.0965303285 1.184903e-02 0.3832902 0.1843430 0.4984916 0.1803409 0.2111987 0.05859511 0.03201590
[229,] 0.0971960412 1.218254e-02 0.3836941 0.1844713 0.4988065 0.1806019 0.2115082 0.05884879 0.03217902
[230,] 0.1004687816 1.383994e-02 0.3856807 0.1851152 0.5003640 0.1819068 0.2130579 0.06012778 0.03302322
[231,] 0.1087459036 1.816127e-02 0.3907119 0.1868379 0.5043726 0.1853607 0.2171844 0.06360013 0.03547348
[232,] 0.1178714469 2.313408e-02 0.3962690 0.1888874 0.5089047 0.1894113 0.2220707 0.06782619 0.03870116
[233,] 0.1191624279 2.385474e-02 0.3970559 0.1891896 0.5095552 0.1900039 0.2227899 0.06845795 0.03920248
[234,] 0.1206392998 2.468427e-02 0.3979564 0.1895388 0.5103021 0.1906876 0.2236211 0.06919103 0.03978956
[235,] 0.1261297004 2.781544e-02 0.4013056 0.1908705 0.5131049 0.1932823 0.2267888 0.07201342 0.04209906
[236,] 0.1292856092 2.964844e-02 0.4032320 0.1916591 0.5147342 0.1948103 0.2286643 0.07370524 0.04351732
[237,] 0.1313934934 3.088601e-02 0.4045191 0.1921950 0.5158298 0.1958455 0.2299390 0.07486358 0.04450158
[238,] 0.1322623642 3.139920e-02 0.4050497 0.1924180 0.5162831 0.1962755 0.2304695 0.07534766 0.04491592
[239,] 0.1341260364 3.250595e-02 0.4061881 0.1929004 0.5172588 0.1972043 0.2316174 0.07639903 0.04582168
[240,] 0.1360544208 3.365967e-02 0.4073662 0.1934055 0.5182731 0.1981744 0.2328193 0.07750557 0.04678333
[241,] 0.1368015995 3.410901e-02 0.4078228 0.1936027 0.5186674 0.1985528 0.2332889 0.07793942 0.04716263
[242,] 0.1547267016 4.526545e-02 0.4187838 0.1985873 0.5283385 0.2080198 0.2451987 0.08919458 0.05737692
[243,] 0.1556730710 4.587396e-02 0.4193628 0.1988632 0.5288601 0.2085392 0.2458616 0.08983369 0.05797501
[244,] 0.1696251093 5.506086e-02 0.4279001 0.2030696 0.5366744 0.2164033 0.2560275 0.09977234 0.06746142
n=150 n=220 n=340 n=510 n=760
[1,] 0.0973363533 0.14663904 7.957221e-02 0.1049568887 0.0932763290
[2,] 0.0664967282 0.12611755 5.002965e-02 0.0710709554 0.0640034049
[3,] 0.0631747208 0.12398021 4.691316e-02 0.0674560305 0.0610249552
[4,] 0.0557138707 0.11923575 3.996709e-02 0.0593492000 0.0544834561
[5,] 0.0506683395 0.11607081 3.531424e-02 0.0538743163 0.0501798677
[6,] 0.0443079722 0.11213279 2.950485e-02 0.0469810323 0.0448959843
[7,] 0.0439879104 0.11193619 2.921430e-02 0.0466343661 0.0446343048
[8,] 0.0398298158 0.10939615 2.545689e-02 0.0421317823 0.0412719008
[9,] 0.0353719379 0.10670324 2.146703e-02 0.0373051618 0.0377449818
[10,] 0.0287569332 0.10276932 1.562893e-02 0.0301364347 0.0326638238
[11,] 0.0270796601 0.10178445 1.416555e-02 0.0283160353 0.0314052063
[12,] 0.0268893068 0.10167302 1.399993e-02 0.0281093510 0.0312631503
[13,] 0.0263672474 0.10136777 1.354620e-02 0.0275424085 0.0308743795
[14,] 0.0252353978 0.10070782 1.256501e-02 0.0263127600 0.0300357141
[15,] 0.0240668726 0.10002920 1.155575e-02 0.0250425253 0.0291759917
[16,] 0.0227708266 0.09927982 1.044091e-02 0.0236327507 0.0282298385
[17,] 0.0201739214 0.09778917 8.222332e-03 0.0208049438 0.0263580012
[18,] 0.0195445946 0.09743019 7.687903e-03 0.0201190306 0.0259093254
[19,] 0.0186513791 0.09692225 6.931631e-03 0.0191450622 0.0252759110
[20,] 0.0121290101 0.09327256 1.497290e-03 0.0120164534 0.0207790210
[21,] 0.0118361448 0.09311129 1.257289e-03 0.0116956674 0.0205827397
[22,] 0.0083068801 0.09118694 -1.603436e-03 0.0078252756 0.0182589232
[23,] 0.0056847665 0.08978088 -3.687412e-03 0.0049443426 0.0165848362
[24,] 0.0050604150 0.08944915 -4.177843e-03 0.0042577382 0.0161931990
[25,] 0.0030617916 0.08839536 -5.731553e-03 0.0020585242 0.0149583835
[26,] 0.0016308633 0.08764864 -6.827879e-03 0.0004829432 0.0140925932
[27,] 0.0002251663 0.08692149 -7.891006e-03 -0.0010657677 0.0132575111
[28,] -0.0012988656 0.08614042 -9.027197e-03 -0.0027460380 0.0123700175
[29,] -0.0017642422 0.08590345 -9.370566e-03 -0.0032593912 0.0121028363
[30,] -0.0022266053 0.08566873 -9.709987e-03 -0.0037695448 0.0118391995
[31,] -0.0023328758 0.08561489 -9.787754e-03 -0.0038868168 0.0117788629
[32,] -0.0028266751 0.08536520 -1.014787e-02 -0.0044318200 0.0114997823
[33,] -0.0028618121 0.08534747 -1.017342e-02 -0.0044706056 0.0114800047
[34,] -0.0029320323 0.08531203 -1.022444e-02 -0.0045481193 0.0114405124
[35,] -0.0052766544 0.08413894 -1.190292e-02 -0.0071375276 0.0101473111
[36,] -0.0057489802 0.08390499 -1.223482e-02 -0.0076593931 0.0098929401
[37,] -0.0074393522 0.08307448 -1.340400e-02 -0.0095273027 0.0090001075
[38,] -0.0075699150 0.08301078 -1.349303e-02 -0.0096715763 0.0089323050
[39,] -0.0077976921 0.08289981 -1.364790e-02 -0.0099232660 0.0088144224
[40,] -0.0085076853 0.08255519 -1.412677e-02 -0.0107077129 0.0084503009
[41,] -0.0087317182 0.08244685 -1.427664e-02 -0.0109552030 0.0083364604
[42,] -0.0095244267 0.08206512 -1.480189e-02 -0.0118307133 0.0079377891
[43,] -0.0099632733 0.08185487 -1.508919e-02 -0.0123152305 0.0077198983
[44,] -0.0101813279 0.08175069 -1.523098e-02 -0.0125559234 0.0076123889
[45,] -0.0106146940 0.08154422 -1.551083e-02 -0.0130341586 0.0074002286
[46,] -0.0111359964 0.08129687 -1.584392e-02 -0.0136091874 0.0071476989
[47,] -0.0112882898 0.08122482 -1.594048e-02 -0.0137771194 0.0070744815
[48,] -0.0130497803 0.08039849 -1.703091e-02 -0.0157171544 0.0062462155
[49,] -0.0130790687 0.08038486 -1.704861e-02 -0.0157493686 0.0062327382
[50,] -0.0158843439 0.07909721 -1.866951e-02 -0.0188254490 0.0049889359
[51,] -0.0162659305 0.07892485 -1.887751e-02 -0.0192420350 0.0048272663
[52,] -0.0166168931 0.07876692 -1.906590e-02 -0.0196246961 0.0046802529
[53,] -0.0168579652 0.07865880 -1.919363e-02 -0.0198872504 0.0045802208
[54,] -0.0174669585 0.07838693 -1.951000e-02 -0.0205493692 0.0043310419
[55,] -0.0175718300 0.07834030 -1.956355e-02 -0.0206632139 0.0042886505
[56,] -0.0177546122 0.07825917 -1.965620e-02 -0.0208615058 0.0042151356
[57,] -0.0177806467 0.07824763 -1.966932e-02 -0.0208897358 0.0042047030
[58,] -0.0185526860 0.07790704 -2.005031e-02 -0.0217252382 0.0038997551
[59,] -0.0201654213 0.07720706 -2.079034e-02 -0.0234587124 0.0032916589
[60,] -0.0202619708 0.07716570 -2.083203e-02 -0.0235619046 0.0032565582
[61,] -0.0206688047 0.07699219 -2.100424e-02 -0.0239959086 0.0031103462
[62,] -0.0207162944 0.07697201 -2.102397e-02 -0.0240464805 0.0030934595
[63,] -0.0207637054 0.07695189 -2.104359e-02 -0.0240969496 0.0030766388
[64,] -0.0208110378 0.07693182 -2.106309e-02 -0.0241473156 0.0030598841
[65,] -0.0209760813 0.07686197 -2.113047e-02 -0.0243227843 0.0030017617
[66,] -0.0218779183 0.07648432 -2.148062e-02 -0.0252770855 0.0026926288
[67,] -0.0219006470 0.07647490 -2.148903e-02 -0.0253010311 0.0026850281
[68,] -0.0219460449 0.07645609 -2.150577e-02 -0.0253488431 0.0026698755
[69,] -0.0232280159 0.07593345 -2.194215e-02 -0.0266891169 0.0022584714
[70,] -0.0238438308 0.07568893 -2.212466e-02 -0.0273253361 0.0020728623
[71,] -0.0239274481 0.07565609 -2.214796e-02 -0.0274112979 0.0020482988
[72,] -0.0241144122 0.07558300 -2.219874e-02 -0.0276031174 0.0019939456
[73,] -0.0241969849 0.07555087 -2.222058e-02 -0.0276876609 0.0019701942
[74,] -0.0242587032 0.07552692 -2.223666e-02 -0.0277507817 0.0019525441
[75,] -0.0245240553 0.07542454 -2.230339e-02 -0.0280214603 0.0018776745
[76,] -0.0246453767 0.07537807 -2.233257e-02 -0.0281448275 0.0018440015
[77,] -0.0250049802 0.07524164 -2.241401e-02 -0.0285089984 0.0017463083
[78,] -0.0252996435 0.07513138 -2.247487e-02 -0.0288056614 0.0016686880
[79,] -0.0253774505 0.07510251 -2.249002e-02 -0.0288837231 0.0016485682
[80,] -0.0255513290 0.07503836 -2.252246e-02 -0.0290577449 0.0016041867
[81,] -0.0256089231 0.07501722 -2.253276e-02 -0.0291152541 0.0015896655
[82,] -0.0261376382 0.07482606 -2.261662e-02 -0.0296399687 0.0014606698
[83,] -0.0261562254 0.07481944 -2.261920e-02 -0.0296583055 0.0014562802
[84,] -0.0262857647 0.07477347 -2.263649e-02 -0.0297858834 0.0014259707
[85,] -0.0264690846 0.07470901 -2.265878e-02 -0.0299657689 0.0013839365
[86,] -0.0264873041 0.07470264 -2.266085e-02 -0.0299836040 0.0013798147
[87,] -0.0265418400 0.07468361 -2.266690e-02 -0.0300369420 0.0013675384
[88,] -0.0271470223 0.07447698 -2.271752e-02 -0.0306238556 0.0012377049
[89,] -0.0273377327 0.07441367 -2.272684e-02 -0.0308068059 0.0011993440
[90,] -0.0273721397 0.07440234 -2.272816e-02 -0.0308397046 0.0011925600
[91,] -0.0274064643 0.07439107 -2.272937e-02 -0.0308724910 0.0011858346
[92,] -0.0274235957 0.07438546 -2.272993e-02 -0.0308888420 0.0011824938
[93,] -0.0274919152 0.07436316 -2.273190e-02 -0.0309539651 0.0011692772
[94,] -0.0280429504 0.07418795 -2.273063e-02 -0.0314740428 0.0010691541
[95,] -0.0281244788 0.07416278 -2.272771e-02 -0.0315501627 0.0010553683
[96,] -0.0282216315 0.07413306 -2.272327e-02 -0.0316405737 0.0010393050
[97,] -0.0286184315 0.07401488 -2.269365e-02 -0.0320063089 0.0009779987
[98,] -0.0287426813 0.07397899 -2.268038e-02 -0.0321195966 0.0009602928
[99,] -0.0289417681 0.07392269 -2.265489e-02 -0.0322998040 0.0009334934
[100,] -0.0290625481 0.07388928 -2.263678e-02 -0.0324083060 0.0009182141
[101,] -0.0292116642 0.07384885 -2.261156e-02 -0.0325413633 0.0009004141
[102,] -0.0292559962 0.07383701 -2.260343e-02 -0.0325807230 0.0008953557
[103,] -0.0292854476 0.07382919 -2.259787e-02 -0.0326068198 0.0008920556
[104,] -0.0294169565 0.07379474 -2.257140e-02 -0.0327228387 0.0008779211
[105,] -0.0294748679 0.07377981 -2.255889e-02 -0.0327736580 0.0008720151
[106,] -0.0295896991 0.07375068 -2.253248e-02 -0.0328739209 0.0008608976
[107,] -0.0296466189 0.07373647 -2.251858e-02 -0.0329233640 0.0008556862
[108,] -0.0297734802 0.07370537 -2.248561e-02 -0.0330329316 0.0008448081
[109,] -0.0299811972 0.07365625 -2.242547e-02 -0.0332103716 0.0008292892
[110,] -0.0301170929 0.07362537 -2.238176e-02 -0.0333250678 0.0008207597
[111,] -0.0302243220 0.07360176 -2.234472e-02 -0.0334147500 0.0008149843
[112,] -0.0302906688 0.07358749 -2.232063e-02 -0.0334698640 0.0008118485
[113,] -0.0305764581 0.07352922 -2.220607e-02 -0.0337037875 0.0008023866
[114,] -0.0308645328 0.07347617 -2.207140e-02 -0.0339333671 0.0008000578
[115,] -0.0310104806 0.07345170 -2.199510e-02 -0.0340470564 0.0008019183
[116,] -0.0311061189 0.07343662 -2.194193e-02 -0.0341205250 0.0008043327
[117,] -0.0312004279 0.07342252 -2.188691e-02 -0.0341921321 0.0008076873
[118,] -0.0312934064 0.07340941 -2.183006e-02 -0.0342618760 0.0008119832
[119,] -0.0313393965 0.07340322 -2.180094e-02 -0.0342960488 0.0008144844
[120,] -0.0313508420 0.07340171 -2.179359e-02 -0.0343045191 0.0008151465
[121,] -0.0315088923 0.07338221 -2.168766e-02 -0.0344200409 0.0008259647
[122,] -0.0315973726 0.07337243 -2.162461e-02 -0.0344834844 0.0008334463
[123,] -0.0319172725 0.07334456 -2.137184e-02 -0.0347047238 0.0008699507
[124,] -0.0321399133 0.07333298 -2.117014e-02 -0.0348501867 0.0009052362
[125,] -0.0321497929 0.07333264 -2.116064e-02 -0.0348564602 0.0009070122
[126,] -0.0321891022 0.07333140 -2.112237e-02 -0.0348812597 0.0009142661
[127,] -0.0322474384 0.07333002 -2.106412e-02 -0.0349175745 0.0009255977
[128,] -0.0323712495 0.07332894 -2.093439e-02 -0.0349926122 0.0009520095
[129,] -0.0324272000 0.07332933 -2.087290e-02 -0.0350255611 0.0009650603
[130,] -0.0324364518 0.07332945 -2.086256e-02 -0.0350309491 0.0009672884
[131,] -0.0324915229 0.07333049 -2.079988e-02 -0.0350626560 0.0009809752
[132,] -0.0325006281 0.07333072 -2.078933e-02 -0.0350678369 0.0009833094
[133,] -0.0325905282 0.07333387 -2.068233e-02 -0.0351180173 0.0010074872
[134,] -0.0326259016 0.07333556 -2.063874e-02 -0.0351372598 0.0010175844
[135,] -0.0326609397 0.07333751 -2.059470e-02 -0.0351560279 0.0010279255
[136,] -0.0327385493 0.07334280 -2.049395e-02 -0.0351965201 0.0010520866
[137,] -0.0327470677 0.07334347 -2.048262e-02 -0.0352008707 0.0010548477
[138,] -0.0327893455 0.07334703 -2.042553e-02 -0.0352221784 0.0010688827
[139,] -0.0328144606 0.07334936 -2.039093e-02 -0.0352346064 0.0010774877
[140,] -0.0328723282 0.07335534 -2.030924e-02 -0.0352625642 0.0010981036
[141,] -0.0329372038 0.07336312 -2.021418e-02 -0.0352927302 0.0011225879
[142,] -0.0329532129 0.07336522 -2.019014e-02 -0.0352999739 0.0011288631
[143,] -0.0330858997 0.07338561 -1.998124e-02 -0.0353567276 0.0011846988
[144,] -0.0332270141 0.07341377 -1.973820e-02 -0.0354099386 0.0012524106
[145,] -0.0332770913 0.07342557 -1.964612e-02 -0.0354268177 0.0012787764
[146,] -0.0333809306 0.07345345 -1.944420e-02 -0.0354580366 0.0013378659
[147,] -0.0334078218 0.07346147 -1.938929e-02 -0.0354652201 0.0013542226
[148,] -0.0334343764 0.07346975 -1.933394e-02 -0.0354719224 0.0013708328
[149,] -0.0334992895 0.07349155 -1.919362e-02 -0.0354865710 0.0014134705
[150,] -0.0335372268 0.07350538 -1.910809e-02 -0.0354939141 0.0014398185
[151,] -0.0335805287 0.07352222 -1.900704e-02 -0.0355011099 0.0014712865
[152,] -0.0336464884 0.07355024 -1.884549e-02 -0.0355094331 0.0015223296
[153,] -0.0338238619 0.07364253 -1.835649e-02 -0.0355129036 0.0016819900
[154,] -0.0338946655 0.07368796 -1.813364e-02 -0.0355047195 0.0017571122
[155,] -0.0339044422 0.07369470 -1.810136e-02 -0.0355030690 0.0017681076
[156,] -0.0339750728 0.07374728 -1.785576e-02 -0.0354868578 0.0018526827
[157,] -0.0339841308 0.07375456 -1.782254e-02 -0.0354841857 0.0018642414
[158,] -0.0340107969 0.07377678 -1.772224e-02 -0.0354754493 0.0018993173
[159,] -0.0340941816 0.07385498 -1.738073e-02 -0.0354385336 0.0020205818
[160,] -0.0341020543 0.07386315 -1.734598e-02 -0.0354341832 0.0020330774
[161,] -0.0341475105 0.07391352 -1.713516e-02 -0.0354055683 0.0021094662
[162,] -0.0341899147 0.07396618 -1.692039e-02 -0.0353726508 0.0021882890
[163,] -0.0341933105 0.07397068 -1.690232e-02 -0.0353697137 0.0021949678
[164,] -0.0342000386 0.07397971 -1.686608e-02 -0.0353637501 0.0022083762
[165,] -0.0342197137 0.07400720 -1.675674e-02 -0.0353451441 0.0022490091
[166,] -0.0342655592 0.07407845 -1.647907e-02 -0.0352939431 0.0023532710
[167,] -0.0343091962 0.07415846 -1.617616e-02 -0.0352319670 0.0024687146
[168,] -0.0343217179 0.07418431 -1.608008e-02 -0.0352110442 0.0025056887
[169,] -0.0343517883 0.07425342 -1.582710e-02 -0.0351531850 0.0026038290
[170,] -0.0343644558 0.07428624 -1.570880e-02 -0.0351247975 0.0026501052
[171,] -0.0343892764 0.07435937 -1.544916e-02 -0.0350596506 0.0027525035
[172,] -0.0343927761 0.07437087 -1.540882e-02 -0.0350491862 0.0027685170
[173,] -0.0344204441 0.07447727 -1.504085e-02 -0.0349497199 0.0029157707
[174,] -0.0344382345 0.07456999 -1.472759e-02 -0.0348595719 0.0030428080
[175,] -0.0344627780 0.07486339 -1.377403e-02 -0.0345571971 0.0034383344
[176,] -0.0344629566 0.07489876 -1.366241e-02 -0.0345192688 0.0034854525
[177,] -0.0344628078 0.07492018 -1.359512e-02 -0.0344961637 0.0035139369
[178,] -0.0344583394 0.07504440 -1.320932e-02 -0.0343603107 0.0036783760
[179,] -0.0344443061 0.07520449 -1.272220e-02 -0.0341809694 0.0038886225
[180,] -0.0344415329 0.07522797 -1.265166e-02 -0.0341543126 0.0039193007
[181,] -0.0344331981 0.07529129 -1.246239e-02 -0.0340819640 0.0040018959
[182,] -0.0344167386 0.07539647 -1.215125e-02 -0.0339604830 0.0041385557
[183,] -0.0344153230 0.07540468 -1.212713e-02 -0.0339509379 0.0041491934
[184,] -0.0344032284 0.07547095 -1.193324e-02 -0.0338735481 0.0042349398
[185,] -0.0343096995 0.07586366 -1.081138e-02 -0.0334042952 0.0047386770
[186,] -0.0343019239 0.07589105 -1.073471e-02 -0.0333709717 0.0047735552
[187,] -0.0342451625 0.07607749 -1.021761e-02 -0.0331423327 0.0050102265
[188,] -0.0342036735 0.07620229 -9.875918e-03 -0.0329876888 0.0051679392
[189,] -0.0341798334 0.07627066 -9.690120e-03 -0.0329024579 0.0052541284
[190,] -0.0341175634 0.07644014 -9.233624e-03 -0.0326897687 0.0054671432
[191,] -0.0340901217 0.07651134 -9.043488e-03 -0.0325998485 0.0055563796
[192,] -0.0340363700 0.07664576 -8.687030e-03 -0.0324292358 0.0057244662
[193,] -0.0340277787 0.07666669 -8.631805e-03 -0.0324025708 0.0057505984
[194,] -0.0340014897 0.07672990 -8.465513e-03 -0.0323219094 0.0058294315
[195,] -0.0339323864 0.07689056 -8.045741e-03 -0.0321158887 0.0060293816
[196,] -0.0338275244 0.07712186 -7.448391e-03 -0.0318170032 0.0063162009
[197,] -0.0337850848 0.07721192 -7.217871e-03 -0.0316999410 0.0064275804
[198,] -0.0337796831 0.07722326 -7.188942e-03 -0.0316851842 0.0064415849
[199,] -0.0335893660 0.07760673 -6.220031e-03 -0.0311827834 0.0069139341
[200,] -0.0334494721 0.07787257 -5.558797e-03 -0.0308312347 0.0072397778
[201,] -0.0332635404 0.07820996 -4.730650e-03 -0.0303816725 0.0076515757
[202,] -0.0329752400 0.07870558 -3.534236e-03 -0.0297152610 0.0082533319
[203,] -0.0328859640 0.07885358 -3.181202e-03 -0.0295150241 0.0084323625
[204,] -0.0328694505 0.07888070 -3.116692e-03 -0.0294782647 0.0084651464
[205,] -0.0327685473 0.07904488 -2.727553e-03 -0.0292554318 0.0086633533
[206,] -0.0324749268 0.07950886 -1.639104e-03 -0.0286225341 0.0092216890
[207,] -0.0324095971 0.07960963 -1.404779e-03 -0.0284844920 0.0093426229
[208,] -0.0322072012 0.07991688 -6.946086e-04 -0.0280624092 0.0097106691
[209,] -0.0319744908 0.08026189 9.554136e-05 -0.0275864447 0.0101227919
[210,] -0.0319641109 0.08027710 1.301876e-04 -0.0275654263 0.0101409245
[211,] -0.0318484897 0.08044543 5.128969e-04 -0.0273324411 0.0103415635
[212,] -0.0318271835 0.08047625 5.827956e-04 -0.0272897290 0.0103782760
[213,] -0.0317519228 0.08058466 8.282033e-04 -0.0271393865 0.0105073341
[214,] -0.0317410838 0.08060022 8.633583e-04 -0.0271178010 0.0105258427
[215,] -0.0315758743 0.08083555 1.393581e-03 -0.0267907804 0.0108056251
[216,] -0.0315309872 0.08089894 1.535891e-03 -0.0267025498 0.0108809167
[217,] -0.0304019137 0.08243067 4.914693e-03 -0.0245543612 0.0126926949
[218,] -0.0303486177 0.08250046 5.066160e-03 -0.0244558078 0.0127749667
[219,] -0.0297678297 0.08324930 6.679261e-03 -0.0233952423 0.0136565000
[220,] -0.0295363994 0.08354227 7.304604e-03 -0.0229788911 0.0140008300
[221,] -0.0291483422 0.08402739 8.333421e-03 -0.0222878901 0.0145704068
[222,] -0.0291331206 0.08404627 8.373302e-03 -0.0222609573 0.0145925625
[223,] -0.0288240761 0.08442740 9.175738e-03 -0.0217167837 0.0150395558
[224,] -0.0286662592 0.08462045 9.580387e-03 -0.0214407618 0.0152658283
[225,] -0.0284091822 0.08493277 1.023256e-02 -0.0209936801 0.0156317199
[226,] -0.0279119969 0.08552981 1.147101e-02 -0.0201373662 0.0163305819
[227,] -0.0273245940 0.08622454 1.289903e-02 -0.0191385100 0.0171428975
[228,] -0.0272892489 0.08626600 1.298384e-02 -0.0190788169 0.0171913537
[229,] -0.0270932771 0.08649525 1.345185e-02 -0.0187486457 0.0174592023
[230,] -0.0260925934 0.08764994 1.578810e-02 -0.0170822079 0.0188069577
[231,] -0.0232873504 0.09077460 2.195116e-02 -0.0125508676 0.0224422029
[232,] -0.0197424607 0.09455658 2.914490e-02 -0.0070407119 0.0268177829
[233,] -0.0192029640 0.09511996 3.019466e-02 -0.0062183815 0.0274670970
[234,] -0.0185743064 0.09577305 3.140503e-02 -0.0052647504 0.0282189685
[235,] -0.0161303296 0.09828102 3.599163e-02 -0.0015993353 0.0310984807
[236,] -0.0146497218 0.09977950 3.868869e-02 0.0005926531 0.0328137480
[237,] -0.0136301612 0.10080344 4.051415e-02 0.0020909247 0.0339839273
[238,] -0.0132027798 0.10123088 4.127214e-02 0.0027164377 0.0344720199
[239,] -0.0122720957 0.10215830 4.290878e-02 0.0040736595 0.0355303535
[240,] -0.0112890739 0.10313314 4.461761e-02 0.0055002259 0.0366419484
[241,] -0.0109027290 0.10351502 4.528388e-02 0.0060590180 0.0370771924
[242,] -0.0007279811 0.11336838 6.193245e-02 0.0204573527 0.0482895985
[243,] -0.0001427915 0.11392514 6.284502e-02 0.0212691864 0.0489231706
[244,] 0.0090361173 0.12254759 7.665308e-02 0.0337939691 0.0587543841
> str(pSqT <- vapply(SmPen02TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT
num [1:244, 1:14] -0.151 -0.126 -0.124 -0.117 -0.112 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100
[1,] -0.1506587398 9.802575e-03 0.2446754 0.2293491 0.4426582 0.2391261 0.2408541 0.12172883 0.15386489
[2,] -0.1263670416 -3.695279e-03 0.2568891 0.2150885 0.4411971 0.2167494 0.2258436 0.09796841 0.12677379
[3,] -0.1235285323 -5.047894e-03 0.2583412 0.2135787 0.4411522 0.2144011 0.2242379 0.09553096 0.12379581
[4,] -0.1169629940 -7.996774e-03 0.2617207 0.2102103 0.4411451 0.2091792 0.2206452 0.09015162 0.11705733
[5,] -0.1123601304 -9.914619e-03 0.2641067 0.2079512 0.4412191 0.2056917 0.2182284 0.08659157 0.11246077
[6,] -0.1063489147 -1.223396e-02 0.2672431 0.2051271 0.4414118 0.2013504 0.2152004 0.08219840 0.10662053
[7,] -0.1060398066 -1.234756e-02 0.2674050 0.2049857 0.4414246 0.2011337 0.2150486 0.08198022 0.10632529
[8,] -0.1019622110 -1.379420e-02 0.2695460 0.2031559 0.4416198 0.1983336 0.2130834 0.07917191 0.10247804
[9,] -0.0974551478 -1.528114e-02 0.2719243 0.2012089 0.4418916 0.1953659 0.2109906 0.07621694 0.09832978
[10,] -0.0904791454 -1.735147e-02 0.2756290 0.1983507 0.4424264 0.1910338 0.2079186 0.07194522 0.09213076
[11,] -0.0886502192 -1.784832e-02 0.2766049 0.1976324 0.4425893 0.1899502 0.2071473 0.07088461 0.09055107
[12,] -0.0884410183 -1.790395e-02 0.2767167 0.1975511 0.4426085 0.1898276 0.2070600 0.07076484 0.09037161
[13,] -0.0878655245 -1.805570e-02 0.2770242 0.1973282 0.4426620 0.1894919 0.2068208 0.07043699 0.08987921
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[154,] 0.0346264933 -1.324434e-02 0.3461549 0.1769719 0.4722820 0.1635685 0.1912594 0.04430278 0.02905939
[155,] 0.0347420283 -1.320948e-02 0.3462232 0.1769762 0.4723249 0.1635840 0.1912798 0.04431291 0.02904326
[156,] 0.0356088678 -1.294634e-02 0.3467358 0.1770095 0.4726471 0.1637021 0.1914350 0.04439084 0.02892475
[157,] 0.0357244900 -1.291104e-02 0.3468042 0.1770141 0.4726901 0.1637182 0.1914560 0.04440149 0.02890928
[158,] 0.0360714179 -1.280481e-02 0.3470095 0.1770282 0.4728195 0.1637667 0.1915193 0.04443380 0.02886333
[159,] 0.0372285109 -1.244734e-02 0.3476943 0.1770776 0.4732527 0.1639330 0.1917348 0.04454542 0.02871525
[160,] 0.0373442766 -1.241131e-02 0.3477629 0.1770828 0.4732962 0.1639500 0.1917567 0.04455691 0.02870087
[161,] 0.0380390864 -1.219403e-02 0.3481744 0.1771146 0.4735576 0.1640534 0.1918896 0.04462717 0.02861624
[162,] 0.0387342659 -1.197490e-02 0.3485862 0.1771479 0.4738201 0.1641593 0.1920250 0.04469962 0.02853443
[163,] 0.0387922142 -1.195655e-02 0.3486206 0.1771507 0.4738420 0.1641682 0.1920363 0.04470576 0.02852774
[164,] 0.0389081185 -1.191983e-02 0.3486893 0.1771564 0.4738858 0.1641861 0.1920592 0.04471808 0.02851442
[165,] 0.0392558931 -1.180933e-02 0.3488954 0.1771738 0.4740176 0.1642402 0.1921280 0.04475540 0.02847493
[166,] 0.0401257342 -1.153106e-02 0.3494111 0.1772187 0.4743480 0.1643783 0.1923029 0.04485114 0.02837931
[167,] 0.0410542023 -1.123105e-02 0.3499619 0.1772690 0.4747021 0.1645297 0.1924935 0.04495707 0.02828221
[168,] 0.0413444836 -1.113662e-02 0.3501342 0.1772852 0.4748132 0.1645779 0.1925540 0.04499098 0.02825290
[169,] 0.0420995160 -1.088960e-02 0.3505823 0.1773286 0.4751027 0.1647051 0.1927132 0.04508098 0.02817902
[170,] 0.0424481392 -1.077486e-02 0.3507893 0.1773492 0.4752368 0.1647648 0.1927876 0.04512340 0.02814606
[171,] 0.0432038075 -1.052468e-02 0.3512381 0.1773950 0.4755280 0.1648962 0.1929509 0.04521723 0.02807709
[172,] 0.0433201028 -1.048600e-02 0.3513072 0.1774022 0.4755730 0.1649167 0.1929763 0.04523190 0.02806677
[173,] 0.0443672243 -1.013557e-02 0.3519295 0.1774686 0.4759784 0.1651038 0.1932077 0.04536676 0.02797756
[174,] 0.0452404637 -9.840380e-03 0.3524487 0.1775264 0.4763181 0.1652638 0.1934047 0.04548303 0.02790815
[175,] 0.0478053162 -8.957976e-03 0.3539750 0.1777084 0.4773234 0.1657545 0.1940045 0.04584464 0.02773065
[176,] 0.0480970932 -8.856147e-03 0.3541487 0.1777303 0.4774385 0.1658123 0.1940747 0.04588768 0.02771295
[177,] 0.0482721904 -8.794898e-03 0.3542530 0.1777435 0.4775076 0.1658472 0.1941170 0.04591370 0.02770258
[178,] 0.0492648475 -8.445665e-03 0.3548444 0.1778201 0.4779006 0.1660474 0.1943597 0.04606384 0.02764721
[179,] 0.0504921034 -8.009216e-03 0.3555760 0.1779186 0.4783888 0.1663013 0.1946663 0.04625573 0.02758693
[180,] 0.0506675189 -7.946411e-03 0.3556806 0.1779330 0.4784588 0.1663382 0.1947107 0.04628372 0.02757905
[181,] 0.0511354075 -7.778378e-03 0.3559596 0.1779718 0.4786457 0.1664371 0.1948298 0.04635908 0.02755894
[182,] 0.0518960801 -7.503605e-03 0.3564134 0.1780362 0.4789505 0.1666002 0.1950257 0.04648375 0.02752904
[183,] 0.0519546116 -7.482380e-03 0.3564484 0.1780413 0.4789740 0.1666128 0.1950409 0.04649345 0.02752689
[184,] 0.0524229563 -7.312131e-03 0.3567279 0.1780818 0.4791622 0.1667146 0.1951630 0.04657167 0.02751037
[185,] 0.0550604894 -6.339513e-03 0.3583030 0.1783209 0.4802289 0.1673063 0.1958698 0.04703108 0.02744198
[186,] 0.0552365118 -6.273770e-03 0.3584082 0.1783375 0.4803005 0.1673468 0.1959182 0.04706289 0.02743890
[187,] 0.0564105929 -5.832611e-03 0.3591101 0.1784505 0.4807795 0.1676211 0.1962443 0.04727874 0.02742316
[188,] 0.0571743034 -5.543181e-03 0.3595669 0.1785259 0.4810924 0.1678027 0.1964598 0.04742259 0.02741738
[189,] 0.0575857142 -5.386462e-03 0.3598130 0.1785672 0.4812613 0.1679016 0.1965771 0.04750121 0.02741573
[190,] 0.0585853858 -5.003321e-03 0.3604112 0.1786693 0.4816730 0.1681450 0.1968653 0.04769553 0.02741596
[191,] 0.0589972341 -4.844514e-03 0.3606578 0.1787121 0.4818431 0.1682465 0.1969854 0.04777695 0.02741781
[192,] 0.0597624338 -4.547973e-03 0.3611159 0.1787929 0.4821599 0.1684371 0.1972106 0.04793033 0.02742397
[193,] 0.0598801959 -4.502165e-03 0.3611865 0.1788054 0.4822087 0.1684667 0.1972455 0.04795418 0.02742524
[194,] 0.0602335449 -4.364445e-03 0.3613981 0.1788433 0.4823554 0.1685557 0.1973507 0.04802613 0.02742953
[195,] 0.0611173281 -4.018196e-03 0.3619276 0.1789396 0.4827232 0.1687807 0.1976161 0.04820864 0.02744358
[196,] 0.0623556108 -3.528775e-03 0.3626698 0.1790777 0.4832407 0.1691016 0.1979942 0.04847054 0.02747123
[197,] 0.0628276405 -3.340899e-03 0.3629529 0.1791315 0.4834387 0.1692257 0.1981401 0.04857228 0.02748422
[198,] 0.0628866559 -3.317359e-03 0.3629883 0.1791382 0.4834634 0.1692412 0.1981585 0.04858507 0.02748594
[199,] 0.0648356323 -2.533636e-03 0.3641575 0.1793663 0.4842848 0.1697638 0.1987727 0.04901680 0.02755465
[200,] 0.0661365324 -2.003728e-03 0.3649385 0.1795238 0.4848366 0.1701213 0.1991924 0.04931495 0.02761342
[201,] 0.0677348236 -1.345292e-03 0.3658986 0.1797232 0.4855182 0.1705702 0.1997188 0.04969225 0.02769982
[202,] 0.0699875084 -4.035435e-04 0.3672529 0.1800149 0.4864861 0.1712206 0.2004808 0.05024461 0.02784829
[203,] 0.0706403086 -1.276550e-04 0.3676455 0.1801017 0.4867681 0.1714129 0.2007059 0.05040920 0.02789718
[204,] 0.0707590337 -7.733574e-05 0.3677170 0.1801177 0.4868195 0.1714480 0.2007471 0.05043935 0.02790636
[205,] 0.0714716049 2.255984e-04 0.3681457 0.1802139 0.4871282 0.1716602 0.2009955 0.05062173 0.02796326
[206,] 0.0734331276 1.067653e-03 0.3693265 0.1804850 0.4879823 0.1722547 0.2016913 0.05113630 0.02813625
[207,] 0.0738495765 1.247961e-03 0.3695774 0.1805438 0.4881644 0.1723829 0.2018413 0.05124792 0.02817607
[208,] 0.0750996972 1.792428e-03 0.3703305 0.1807227 0.4887128 0.1727717 0.2022964 0.05158797 0.02830212
[209,] 0.0764702101 2.394833e-03 0.3711566 0.1809231 0.4893169 0.1732049 0.2028034 0.05196939 0.02845159
[210,] 0.0765298293 2.421169e-03 0.3711925 0.1809319 0.4893432 0.1732240 0.2028257 0.05198619 0.02845836
[211,] 0.0771858141 2.711651e-03 0.3715881 0.1810295 0.4896335 0.1734340 0.2030716 0.05217214 0.02853434
[212,] 0.0773051183 2.764622e-03 0.3716600 0.1810474 0.4896863 0.1734724 0.2031165 0.05220618 0.02854845
[213,] 0.0777227664 2.950396e-03 0.3719119 0.1811101 0.4898716 0.1736072 0.2032743 0.05232589 0.02859856
[214,] 0.0777824409 2.976983e-03 0.3719479 0.1811192 0.4898980 0.1736266 0.2032970 0.05234306 0.02860581
[215,] 0.0786778761 3.377224e-03 0.3724881 0.1812552 0.4902962 0.1739180 0.2036382 0.05260281 0.02871729
[216,] 0.0789167591 3.484409e-03 0.3726322 0.1812919 0.4904026 0.1739963 0.2037299 0.05267276 0.02874789
[217,] 0.0844227484 6.002177e-03 0.3759577 0.1821723 0.4928802 0.1758597 0.2059144 0.05436151 0.02955399
[218,] 0.0846626477 6.113919e-03 0.3761027 0.1822122 0.4929892 0.1759434 0.2060127 0.05443844 0.02959353
[219,] 0.0871841534 7.298596e-03 0.3776277 0.1826395 0.4941405 0.1768362 0.2070617 0.05526391 0.03003157
[220,] 0.0881459592 7.755354e-03 0.3782097 0.1828062 0.4945821 0.1771827 0.2074694 0.05558696 0.03020950
[221,] 0.0897103450 8.503980e-03 0.3791567 0.1830817 0.4953036 0.1777534 0.2081414 0.05612205 0.03051174
[222,] 0.0897705496 8.532931e-03 0.3791932 0.1830924 0.4953314 0.1777756 0.2081674 0.05614288 0.03052369
[223,] 0.0909752005 9.114404e-03 0.3799227 0.1833082 0.4958895 0.1782211 0.2086927 0.05656345 0.03076776
[224,] 0.0915779253 9.406889e-03 0.3802879 0.1834173 0.4961696 0.1784460 0.2089580 0.05677654 0.03089343
[225,] 0.0925428393 9.877284e-03 0.3808725 0.1835937 0.4966192 0.1788086 0.2093860 0.05712140 0.03109956
[226,] 0.0943538929 1.076728e-02 0.3819703 0.1839299 0.4974666 0.1794978 0.2102006 0.05778103 0.03150286
[227,] 0.0964093245 1.178854e-02 0.3832168 0.1843198 0.4984344 0.1802936 0.2111427 0.05854924 0.03198656
[228,] 0.0965303285 1.184903e-02 0.3832902 0.1843430 0.4984916 0.1803409 0.2111987 0.05859511 0.03201590
[229,] 0.0971960412 1.218254e-02 0.3836941 0.1844713 0.4988065 0.1806019 0.2115082 0.05884879 0.03217902
[230,] 0.1004687816 1.383994e-02 0.3856807 0.1851152 0.5003640 0.1819068 0.2130579 0.06012778 0.03302322
[231,] 0.1087459036 1.816127e-02 0.3907119 0.1868379 0.5043726 0.1853607 0.2171844 0.06360013 0.03547348
[232,] 0.1178714469 2.313408e-02 0.3962690 0.1888874 0.5089047 0.1894113 0.2220707 0.06782619 0.03870116
[233,] 0.1191624279 2.385474e-02 0.3970559 0.1891896 0.5095552 0.1900039 0.2227899 0.06845795 0.03920248
[234,] 0.1206392998 2.468427e-02 0.3979564 0.1895388 0.5103021 0.1906876 0.2236211 0.06919103 0.03978956
[235,] 0.1261297004 2.781544e-02 0.4013056 0.1908705 0.5131049 0.1932823 0.2267888 0.07201342 0.04209906
[236,] 0.1292856092 2.964844e-02 0.4032320 0.1916591 0.5147342 0.1948103 0.2286643 0.07370524 0.04351732
[237,] 0.1313934934 3.088601e-02 0.4045191 0.1921950 0.5158298 0.1958455 0.2299390 0.07486358 0.04450158
[238,] 0.1322623642 3.139920e-02 0.4050497 0.1924180 0.5162831 0.1962755 0.2304695 0.07534766 0.04491592
[239,] 0.1341260364 3.250595e-02 0.4061881 0.1929004 0.5172588 0.1972043 0.2316174 0.07639903 0.04582168
[240,] 0.1360544208 3.365967e-02 0.4073662 0.1934055 0.5182731 0.1981744 0.2328193 0.07750557 0.04678333
[241,] 0.1368015995 3.410901e-02 0.4078228 0.1936027 0.5186674 0.1985528 0.2332889 0.07793942 0.04716263
[242,] 0.1547267016 4.526545e-02 0.4187838 0.1985873 0.5283385 0.2080198 0.2451987 0.08919458 0.05737692
[243,] 0.1556730710 4.587396e-02 0.4193628 0.1988632 0.5288601 0.2085392 0.2458616 0.08983369 0.05797501
[244,] 0.1696251093 5.506086e-02 0.4279001 0.2030696 0.5366744 0.2164033 0.2560275 0.09977234 0.06746142
n=150 n=220 n=340 n=510 n=760
[1,] 0.0973363533 0.14663904 7.957221e-02 0.1049568887 0.0932763290
[2,] 0.0664967282 0.12611755 5.002965e-02 0.0710709554 0.0640034049
[3,] 0.0631747208 0.12398021 4.691316e-02 0.0674560305 0.0610249552
[4,] 0.0557138707 0.11923575 3.996709e-02 0.0593492000 0.0544834561
[5,] 0.0506683395 0.11607081 3.531424e-02 0.0538743163 0.0501798677
[6,] 0.0443079722 0.11213279 2.950485e-02 0.0469810323 0.0448959843
[7,] 0.0439879104 0.11193619 2.921430e-02 0.0466343661 0.0446343048
[8,] 0.0398298158 0.10939615 2.545689e-02 0.0421317823 0.0412719008
[9,] 0.0353719379 0.10670324 2.146703e-02 0.0373051618 0.0377449818
[10,] 0.0287569332 0.10276932 1.562893e-02 0.0301364347 0.0326638238
[11,] 0.0270796601 0.10178445 1.416555e-02 0.0283160353 0.0314052063
[12,] 0.0268893068 0.10167302 1.399993e-02 0.0281093510 0.0312631503
[13,] 0.0263672474 0.10136777 1.354620e-02 0.0275424085 0.0308743795
[14,] 0.0252353978 0.10070782 1.256501e-02 0.0263127600 0.0300357141
[15,] 0.0240668726 0.10002920 1.155575e-02 0.0250425253 0.0291759917
[16,] 0.0227708266 0.09927982 1.044091e-02 0.0236327507 0.0282298385
[17,] 0.0201739214 0.09778917 8.222332e-03 0.0208049438 0.0263580012
[18,] 0.0195445946 0.09743019 7.687903e-03 0.0201190306 0.0259093254
[19,] 0.0186513791 0.09692225 6.931631e-03 0.0191450622 0.0252759110
[20,] 0.0121290101 0.09327256 1.497290e-03 0.0120164534 0.0207790210
[21,] 0.0118361448 0.09311129 1.257289e-03 0.0116956674 0.0205827397
[22,] 0.0083068801 0.09118694 -1.603436e-03 0.0078252756 0.0182589232
[23,] 0.0056847665 0.08978088 -3.687412e-03 0.0049443426 0.0165848362
[24,] 0.0050604150 0.08944915 -4.177843e-03 0.0042577382 0.0161931990
[25,] 0.0030617916 0.08839536 -5.731553e-03 0.0020585242 0.0149583835
[26,] 0.0016308633 0.08764864 -6.827879e-03 0.0004829432 0.0140925932
[27,] 0.0002251663 0.08692149 -7.891006e-03 -0.0010657677 0.0132575111
[28,] -0.0012988656 0.08614042 -9.027197e-03 -0.0027460380 0.0123700175
[29,] -0.0017642422 0.08590345 -9.370566e-03 -0.0032593912 0.0121028363
[30,] -0.0022266053 0.08566873 -9.709987e-03 -0.0037695448 0.0118391995
[31,] -0.0023328758 0.08561489 -9.787754e-03 -0.0038868168 0.0117788629
[32,] -0.0028266751 0.08536520 -1.014787e-02 -0.0044318200 0.0114997823
[33,] -0.0028618121 0.08534747 -1.017342e-02 -0.0044706056 0.0114800047
[34,] -0.0029320323 0.08531203 -1.022444e-02 -0.0045481193 0.0114405124
[35,] -0.0052766544 0.08413894 -1.190292e-02 -0.0071375276 0.0101473111
[36,] -0.0057489802 0.08390499 -1.223482e-02 -0.0076593931 0.0098929401
[37,] -0.0074393522 0.08307448 -1.340400e-02 -0.0095273027 0.0090001075
[38,] -0.0075699150 0.08301078 -1.349303e-02 -0.0096715763 0.0089323050
[39,] -0.0077976921 0.08289981 -1.364790e-02 -0.0099232660 0.0088144224
[40,] -0.0085076853 0.08255519 -1.412677e-02 -0.0107077129 0.0084503009
[41,] -0.0087317182 0.08244685 -1.427664e-02 -0.0109552030 0.0083364604
[42,] -0.0095244267 0.08206512 -1.480189e-02 -0.0118307133 0.0079377891
[43,] -0.0099632733 0.08185487 -1.508919e-02 -0.0123152305 0.0077198983
[44,] -0.0101813279 0.08175069 -1.523098e-02 -0.0125559234 0.0076123889
[45,] -0.0106146940 0.08154422 -1.551083e-02 -0.0130341586 0.0074002286
[46,] -0.0111359964 0.08129687 -1.584392e-02 -0.0136091874 0.0071476989
[47,] -0.0112882898 0.08122482 -1.594048e-02 -0.0137771194 0.0070744815
[48,] -0.0130497803 0.08039849 -1.703091e-02 -0.0157171544 0.0062462155
[49,] -0.0130790687 0.08038486 -1.704861e-02 -0.0157493686 0.0062327382
[50,] -0.0158843439 0.07909721 -1.866951e-02 -0.0188254490 0.0049889359
[51,] -0.0162659305 0.07892485 -1.887751e-02 -0.0192420350 0.0048272663
[52,] -0.0166168931 0.07876692 -1.906590e-02 -0.0196246961 0.0046802529
[53,] -0.0168579652 0.07865880 -1.919363e-02 -0.0198872504 0.0045802208
[54,] -0.0174669585 0.07838693 -1.951000e-02 -0.0205493692 0.0043310419
[55,] -0.0175718300 0.07834030 -1.956355e-02 -0.0206632139 0.0042886505
[56,] -0.0177546122 0.07825917 -1.965620e-02 -0.0208615058 0.0042151356
[57,] -0.0177806467 0.07824763 -1.966932e-02 -0.0208897358 0.0042047030
[58,] -0.0185526860 0.07790704 -2.005031e-02 -0.0217252382 0.0038997551
[59,] -0.0201654213 0.07720706 -2.079034e-02 -0.0234587124 0.0032916589
[60,] -0.0202619708 0.07716570 -2.083203e-02 -0.0235619046 0.0032565582
[61,] -0.0206688047 0.07699219 -2.100424e-02 -0.0239959086 0.0031103462
[62,] -0.0207162944 0.07697201 -2.102397e-02 -0.0240464805 0.0030934595
[63,] -0.0207637054 0.07695189 -2.104359e-02 -0.0240969496 0.0030766388
[64,] -0.0208110378 0.07693182 -2.106309e-02 -0.0241473156 0.0030598841
[65,] -0.0209760813 0.07686197 -2.113047e-02 -0.0243227843 0.0030017617
[66,] -0.0218779183 0.07648432 -2.148062e-02 -0.0252770855 0.0026926288
[67,] -0.0219006470 0.07647490 -2.148903e-02 -0.0253010311 0.0026850281
[68,] -0.0219460449 0.07645609 -2.150577e-02 -0.0253488431 0.0026698755
[69,] -0.0232280159 0.07593345 -2.194215e-02 -0.0266891169 0.0022584714
[70,] -0.0238438308 0.07568893 -2.212466e-02 -0.0273253361 0.0020728623
[71,] -0.0239274481 0.07565609 -2.214796e-02 -0.0274112979 0.0020482988
[72,] -0.0241144122 0.07558300 -2.219874e-02 -0.0276031174 0.0019939456
[73,] -0.0241969849 0.07555087 -2.222058e-02 -0.0276876609 0.0019701942
[74,] -0.0242587032 0.07552692 -2.223666e-02 -0.0277507817 0.0019525441
[75,] -0.0245240553 0.07542454 -2.230339e-02 -0.0280214603 0.0018776745
[76,] -0.0246453767 0.07537807 -2.233257e-02 -0.0281448275 0.0018440015
[77,] -0.0250049802 0.07524164 -2.241401e-02 -0.0285089984 0.0017463083
[78,] -0.0252996435 0.07513138 -2.247487e-02 -0.0288056614 0.0016686880
[79,] -0.0253774505 0.07510251 -2.249002e-02 -0.0288837231 0.0016485682
[80,] -0.0255513290 0.07503836 -2.252246e-02 -0.0290577449 0.0016041867
[81,] -0.0256089231 0.07501722 -2.253276e-02 -0.0291152541 0.0015896655
[82,] -0.0261376382 0.07482606 -2.261662e-02 -0.0296399687 0.0014606698
[83,] -0.0261562254 0.07481944 -2.261920e-02 -0.0296583055 0.0014562802
[84,] -0.0262857647 0.07477347 -2.263649e-02 -0.0297858834 0.0014259707
[85,] -0.0264690846 0.07470901 -2.265878e-02 -0.0299657689 0.0013839365
[86,] -0.0264873041 0.07470264 -2.266085e-02 -0.0299836040 0.0013798147
[87,] -0.0265418400 0.07468361 -2.266690e-02 -0.0300369420 0.0013675384
[88,] -0.0271470223 0.07447698 -2.271752e-02 -0.0306238556 0.0012377049
[89,] -0.0273377327 0.07441367 -2.272684e-02 -0.0308068059 0.0011993440
[90,] -0.0273721397 0.07440234 -2.272816e-02 -0.0308397046 0.0011925600
[91,] -0.0274064643 0.07439107 -2.272937e-02 -0.0308724910 0.0011858346
[92,] -0.0274235957 0.07438546 -2.272993e-02 -0.0308888420 0.0011824938
[93,] -0.0274919152 0.07436316 -2.273190e-02 -0.0309539651 0.0011692772
[94,] -0.0280429504 0.07418795 -2.273063e-02 -0.0314740428 0.0010691541
[95,] -0.0281244788 0.07416278 -2.272771e-02 -0.0315501627 0.0010553683
[96,] -0.0282216315 0.07413306 -2.272327e-02 -0.0316405737 0.0010393050
[97,] -0.0286184315 0.07401488 -2.269365e-02 -0.0320063089 0.0009779987
[98,] -0.0287426813 0.07397899 -2.268038e-02 -0.0321195966 0.0009602928
[99,] -0.0289417681 0.07392269 -2.265489e-02 -0.0322998040 0.0009334934
[100,] -0.0290625481 0.07388928 -2.263678e-02 -0.0324083060 0.0009182141
[101,] -0.0292116642 0.07384885 -2.261156e-02 -0.0325413633 0.0009004141
[102,] -0.0292559962 0.07383701 -2.260343e-02 -0.0325807230 0.0008953557
[103,] -0.0292854476 0.07382919 -2.259787e-02 -0.0326068198 0.0008920556
[104,] -0.0294169565 0.07379474 -2.257140e-02 -0.0327228387 0.0008779211
[105,] -0.0294748679 0.07377981 -2.255889e-02 -0.0327736580 0.0008720151
[106,] -0.0295896991 0.07375068 -2.253248e-02 -0.0328739209 0.0008608976
[107,] -0.0296466189 0.07373647 -2.251858e-02 -0.0329233640 0.0008556862
[108,] -0.0297734802 0.07370537 -2.248561e-02 -0.0330329316 0.0008448081
[109,] -0.0299811972 0.07365625 -2.242547e-02 -0.0332103716 0.0008292892
[110,] -0.0301170929 0.07362537 -2.238176e-02 -0.0333250678 0.0008207597
[111,] -0.0302243220 0.07360176 -2.234472e-02 -0.0334147500 0.0008149843
[112,] -0.0302906688 0.07358749 -2.232063e-02 -0.0334698640 0.0008118485
[113,] -0.0305764581 0.07352922 -2.220607e-02 -0.0337037875 0.0008023866
[114,] -0.0308645328 0.07347617 -2.207140e-02 -0.0339333671 0.0008000578
[115,] -0.0310104806 0.07345170 -2.199510e-02 -0.0340470564 0.0008019183
[116,] -0.0311061189 0.07343662 -2.194193e-02 -0.0341205250 0.0008043327
[117,] -0.0312004279 0.07342252 -2.188691e-02 -0.0341921321 0.0008076873
[118,] -0.0312934064 0.07340941 -2.183006e-02 -0.0342618760 0.0008119832
[119,] -0.0313393965 0.07340322 -2.180094e-02 -0.0342960488 0.0008144844
[120,] -0.0313508420 0.07340171 -2.179359e-02 -0.0343045191 0.0008151465
[121,] -0.0315088923 0.07338221 -2.168766e-02 -0.0344200409 0.0008259647
[122,] -0.0315973726 0.07337243 -2.162461e-02 -0.0344834844 0.0008334463
[123,] -0.0319172725 0.07334456 -2.137184e-02 -0.0347047238 0.0008699507
[124,] -0.0321399133 0.07333298 -2.117014e-02 -0.0348501867 0.0009052362
[125,] -0.0321497929 0.07333264 -2.116064e-02 -0.0348564602 0.0009070122
[126,] -0.0321891022 0.07333140 -2.112237e-02 -0.0348812597 0.0009142661
[127,] -0.0322474384 0.07333002 -2.106412e-02 -0.0349175745 0.0009255977
[128,] -0.0323712495 0.07332894 -2.093439e-02 -0.0349926122 0.0009520095
[129,] -0.0324272000 0.07332933 -2.087290e-02 -0.0350255611 0.0009650603
[130,] -0.0324364518 0.07332945 -2.086256e-02 -0.0350309491 0.0009672884
[131,] -0.0324915229 0.07333049 -2.079988e-02 -0.0350626560 0.0009809752
[132,] -0.0325006281 0.07333072 -2.078933e-02 -0.0350678369 0.0009833094
[133,] -0.0325905282 0.07333387 -2.068233e-02 -0.0351180173 0.0010074872
[134,] -0.0326259016 0.07333556 -2.063874e-02 -0.0351372598 0.0010175844
[135,] -0.0326609397 0.07333751 -2.059470e-02 -0.0351560279 0.0010279255
[136,] -0.0327385493 0.07334280 -2.049395e-02 -0.0351965201 0.0010520866
[137,] -0.0327470677 0.07334347 -2.048262e-02 -0.0352008707 0.0010548477
[138,] -0.0327893455 0.07334703 -2.042553e-02 -0.0352221784 0.0010688827
[139,] -0.0328144606 0.07334936 -2.039093e-02 -0.0352346064 0.0010774877
[140,] -0.0328723282 0.07335534 -2.030924e-02 -0.0352625642 0.0010981036
[141,] -0.0329372038 0.07336312 -2.021418e-02 -0.0352927302 0.0011225879
[142,] -0.0329532129 0.07336522 -2.019014e-02 -0.0352999739 0.0011288631
[143,] -0.0330858997 0.07338561 -1.998124e-02 -0.0353567276 0.0011846988
[144,] -0.0332270141 0.07341377 -1.973820e-02 -0.0354099386 0.0012524106
[145,] -0.0332770913 0.07342557 -1.964612e-02 -0.0354268177 0.0012787764
[146,] -0.0333809306 0.07345345 -1.944420e-02 -0.0354580366 0.0013378659
[147,] -0.0334078218 0.07346147 -1.938929e-02 -0.0354652201 0.0013542226
[148,] -0.0334343764 0.07346975 -1.933394e-02 -0.0354719224 0.0013708328
[149,] -0.0334992895 0.07349155 -1.919362e-02 -0.0354865710 0.0014134705
[150,] -0.0335372268 0.07350538 -1.910809e-02 -0.0354939141 0.0014398185
[151,] -0.0335805287 0.07352222 -1.900704e-02 -0.0355011099 0.0014712865
[152,] -0.0336464884 0.07355024 -1.884549e-02 -0.0355094331 0.0015223296
[153,] -0.0338238619 0.07364253 -1.835649e-02 -0.0355129036 0.0016819900
[154,] -0.0338946655 0.07368796 -1.813364e-02 -0.0355047195 0.0017571122
[155,] -0.0339044422 0.07369470 -1.810136e-02 -0.0355030690 0.0017681076
[156,] -0.0339750728 0.07374728 -1.785576e-02 -0.0354868578 0.0018526827
[157,] -0.0339841308 0.07375456 -1.782254e-02 -0.0354841857 0.0018642414
[158,] -0.0340107969 0.07377678 -1.772224e-02 -0.0354754493 0.0018993173
[159,] -0.0340941816 0.07385498 -1.738073e-02 -0.0354385336 0.0020205818
[160,] -0.0341020543 0.07386315 -1.734598e-02 -0.0354341832 0.0020330774
[161,] -0.0341475105 0.07391352 -1.713516e-02 -0.0354055683 0.0021094662
[162,] -0.0341899147 0.07396618 -1.692039e-02 -0.0353726508 0.0021882890
[163,] -0.0341933105 0.07397068 -1.690232e-02 -0.0353697137 0.0021949678
[164,] -0.0342000386 0.07397971 -1.686608e-02 -0.0353637501 0.0022083762
[165,] -0.0342197137 0.07400720 -1.675674e-02 -0.0353451441 0.0022490091
[166,] -0.0342655592 0.07407845 -1.647907e-02 -0.0352939431 0.0023532710
[167,] -0.0343091962 0.07415846 -1.617616e-02 -0.0352319670 0.0024687146
[168,] -0.0343217179 0.07418431 -1.608008e-02 -0.0352110442 0.0025056887
[169,] -0.0343517883 0.07425342 -1.582710e-02 -0.0351531850 0.0026038290
[170,] -0.0343644558 0.07428624 -1.570880e-02 -0.0351247975 0.0026501052
[171,] -0.0343892764 0.07435937 -1.544916e-02 -0.0350596506 0.0027525035
[172,] -0.0343927761 0.07437087 -1.540882e-02 -0.0350491862 0.0027685170
[173,] -0.0344204441 0.07447727 -1.504085e-02 -0.0349497199 0.0029157707
[174,] -0.0344382345 0.07456999 -1.472759e-02 -0.0348595719 0.0030428080
[175,] -0.0344627780 0.07486339 -1.377403e-02 -0.0345571971 0.0034383344
[176,] -0.0344629566 0.07489876 -1.366241e-02 -0.0345192688 0.0034854525
[177,] -0.0344628078 0.07492018 -1.359512e-02 -0.0344961637 0.0035139369
[178,] -0.0344583394 0.07504440 -1.320932e-02 -0.0343603107 0.0036783760
[179,] -0.0344443061 0.07520449 -1.272220e-02 -0.0341809694 0.0038886225
[180,] -0.0344415329 0.07522797 -1.265166e-02 -0.0341543126 0.0039193007
[181,] -0.0344331981 0.07529129 -1.246239e-02 -0.0340819640 0.0040018959
[182,] -0.0344167386 0.07539647 -1.215125e-02 -0.0339604830 0.0041385557
[183,] -0.0344153230 0.07540468 -1.212713e-02 -0.0339509379 0.0041491934
[184,] -0.0344032284 0.07547095 -1.193324e-02 -0.0338735481 0.0042349398
[185,] -0.0343096995 0.07586366 -1.081138e-02 -0.0334042952 0.0047386770
[186,] -0.0343019239 0.07589105 -1.073471e-02 -0.0333709717 0.0047735552
[187,] -0.0342451625 0.07607749 -1.021761e-02 -0.0331423327 0.0050102265
[188,] -0.0342036735 0.07620229 -9.875918e-03 -0.0329876888 0.0051679392
[189,] -0.0341798334 0.07627066 -9.690120e-03 -0.0329024579 0.0052541284
[190,] -0.0341175634 0.07644014 -9.233624e-03 -0.0326897687 0.0054671432
[191,] -0.0340901217 0.07651134 -9.043488e-03 -0.0325998485 0.0055563796
[192,] -0.0340363700 0.07664576 -8.687030e-03 -0.0324292358 0.0057244662
[193,] -0.0340277787 0.07666669 -8.631805e-03 -0.0324025708 0.0057505984
[194,] -0.0340014897 0.07672990 -8.465513e-03 -0.0323219094 0.0058294315
[195,] -0.0339323864 0.07689056 -8.045741e-03 -0.0321158887 0.0060293816
[196,] -0.0338275244 0.07712186 -7.448391e-03 -0.0318170032 0.0063162009
[197,] -0.0337850848 0.07721192 -7.217871e-03 -0.0316999410 0.0064275804
[198,] -0.0337796831 0.07722326 -7.188942e-03 -0.0316851842 0.0064415849
[199,] -0.0335893660 0.07760673 -6.220031e-03 -0.0311827834 0.0069139341
[200,] -0.0334494721 0.07787257 -5.558797e-03 -0.0308312347 0.0072397778
[201,] -0.0332635404 0.07820996 -4.730650e-03 -0.0303816725 0.0076515757
[202,] -0.0329752400 0.07870558 -3.534236e-03 -0.0297152610 0.0082533319
[203,] -0.0328859640 0.07885358 -3.181202e-03 -0.0295150241 0.0084323625
[204,] -0.0328694505 0.07888070 -3.116692e-03 -0.0294782647 0.0084651464
[205,] -0.0327685473 0.07904488 -2.727553e-03 -0.0292554318 0.0086633533
[206,] -0.0324749268 0.07950886 -1.639104e-03 -0.0286225341 0.0092216890
[207,] -0.0324095971 0.07960963 -1.404779e-03 -0.0284844920 0.0093426229
[208,] -0.0322072012 0.07991688 -6.946086e-04 -0.0280624092 0.0097106691
[209,] -0.0319744908 0.08026189 9.554136e-05 -0.0275864447 0.0101227919
[210,] -0.0319641109 0.08027710 1.301876e-04 -0.0275654263 0.0101409245
[211,] -0.0318484897 0.08044543 5.128969e-04 -0.0273324411 0.0103415635
[212,] -0.0318271835 0.08047625 5.827956e-04 -0.0272897290 0.0103782760
[213,] -0.0317519228 0.08058466 8.282033e-04 -0.0271393865 0.0105073341
[214,] -0.0317410838 0.08060022 8.633583e-04 -0.0271178010 0.0105258427
[215,] -0.0315758743 0.08083555 1.393581e-03 -0.0267907804 0.0108056251
[216,] -0.0315309872 0.08089894 1.535891e-03 -0.0267025498 0.0108809167
[217,] -0.0304019137 0.08243067 4.914693e-03 -0.0245543612 0.0126926949
[218,] -0.0303486177 0.08250046 5.066160e-03 -0.0244558078 0.0127749667
[219,] -0.0297678297 0.08324930 6.679261e-03 -0.0233952423 0.0136565000
[220,] -0.0295363994 0.08354227 7.304604e-03 -0.0229788911 0.0140008300
[221,] -0.0291483422 0.08402739 8.333421e-03 -0.0222878901 0.0145704068
[222,] -0.0291331206 0.08404627 8.373302e-03 -0.0222609573 0.0145925625
[223,] -0.0288240761 0.08442740 9.175738e-03 -0.0217167837 0.0150395558
[224,] -0.0286662592 0.08462045 9.580387e-03 -0.0214407618 0.0152658283
[225,] -0.0284091822 0.08493277 1.023256e-02 -0.0209936801 0.0156317199
[226,] -0.0279119969 0.08552981 1.147101e-02 -0.0201373662 0.0163305819
[227,] -0.0273245940 0.08622454 1.289903e-02 -0.0191385100 0.0171428975
[228,] -0.0272892489 0.08626600 1.298384e-02 -0.0190788169 0.0171913537
[229,] -0.0270932771 0.08649525 1.345185e-02 -0.0187486457 0.0174592023
[230,] -0.0260925934 0.08764994 1.578810e-02 -0.0170822079 0.0188069577
[231,] -0.0232873504 0.09077460 2.195116e-02 -0.0125508676 0.0224422029
[232,] -0.0197424607 0.09455658 2.914490e-02 -0.0070407119 0.0268177829
[233,] -0.0192029640 0.09511996 3.019466e-02 -0.0062183815 0.0274670970
[234,] -0.0185743064 0.09577305 3.140503e-02 -0.0052647504 0.0282189685
[235,] -0.0161303296 0.09828102 3.599163e-02 -0.0015993353 0.0310984807
[236,] -0.0146497218 0.09977950 3.868869e-02 0.0005926531 0.0328137480
[237,] -0.0136301612 0.10080344 4.051415e-02 0.0020909247 0.0339839273
[238,] -0.0132027798 0.10123088 4.127214e-02 0.0027164377 0.0344720199
[239,] -0.0122720957 0.10215830 4.290878e-02 0.0040736595 0.0355303535
[240,] -0.0112890739 0.10313314 4.461761e-02 0.0055002259 0.0366419484
[241,] -0.0109027290 0.10351502 4.528388e-02 0.0060590180 0.0370771924
[242,] -0.0007279811 0.11336838 6.193245e-02 0.0204573527 0.0482895985
[243,] -0.0001427915 0.11392514 6.284502e-02 0.0212691864 0.0489231706
[244,] 0.0090361173 0.12254759 7.665308e-02 0.0337939691 0.0587543841
> str(pExF <- vapply(SmPen02FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF
num [1:244, 1:14] 1.37 1.45 1.46 1.48 1.49 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.372744 1.509467 0.4860571 0.3637198 0.6562218 0.8651381 0.7559197 0.9921065 0.5970538 0.7103424
[2,] 1.448749 1.598065 0.5799621 0.4204338 0.7184368 0.9253957 0.8079200 1.0244415 0.6405531 0.7561796
[3,] 1.457625 1.608294 0.5908234 0.4270882 0.7257600 0.9324294 0.8140545 1.0283847 0.6456434 0.7615126
[4,] 1.478153 1.631859 0.6158558 0.4425035 0.7427409 0.9486688 0.8282860 1.0376132 0.6574401 0.7738243
[5,] 1.492541 1.648300 0.6333299 0.4533303 0.7546817 0.9600211 0.8382967 1.0441646 0.6657375 0.7824312
[6,] 1.511330 1.669672 0.6560571 0.4674952 0.7703231 0.9747952 0.8514097 1.0528095 0.6766201 0.7936330
[7,] 1.512296 1.670768 0.6572229 0.4682244 0.7711289 0.9755531 0.8520852 1.0532565 0.6771814 0.7942077
[8,] 1.525039 1.685199 0.6725753 0.4778505 0.7817726 0.9855327 0.8610057 1.0591741 0.6846024 0.8017749
[9,] 1.539123 1.701091 0.6894877 0.4885064 0.7935683 0.9965205 0.8708886 1.0657526 0.6928461 0.8101071
[10,] 1.560919 1.725568 0.7155463 0.5050332 0.8118921 1.0134276 0.8862347 1.0759871 0.7057063 0.8229285
[11,] 1.566633 1.731962 0.7223544 0.5093730 0.8167100 1.0178383 0.8902684 1.0786772 0.7091003 0.8262735
[12,] 1.567287 1.732693 0.7231325 0.5098695 0.8172615 1.0183422 0.8907301 1.0789851 0.7094891 0.8266557
[13,] 1.569085 1.734702 0.7252724 0.5112358 0.8187790 1.0197277 0.8920004 1.0798320 0.7105594 0.8277064
[14,] 1.573011 1.739086 0.7299414 0.5142201 0.8220944 1.0227497 0.8947757 1.0816818 0.7129000 0.8299983
[15,] 1.577105 1.743653 0.7348052 0.5173335 0.8255548 1.0258959 0.8976720 1.0836114 0.7153457 0.8323845
[16,] 1.581695 1.748767 0.7402530 0.5208265 0.8294388 1.0294176 0.9009225 1.0857755 0.7180946 0.8350554
[17,] 1.591057 1.759180 0.7513444 0.5279564 0.8373730 1.0365791 0.9075611 1.0901898 0.7237226 0.8404872
[18,] 1.593360 1.761737 0.7540688 0.5297116 0.8393274 1.0383363 0.9091960 1.0912755 0.7251117 0.8418200
[19,] 1.596653 1.765391 0.7579609 0.5322217 0.8421234 1.0408455 0.9115347 1.0928276 0.7271008 0.8437230
[20,] 1.621605 1.792976 0.7873512 0.5512778 0.8633838 1.0597360 0.9293052 1.1045716 0.7423048 0.8580459
[21,] 1.622766 1.794255 0.7887138 0.5521657 0.8643758 1.0606091 0.9301338 1.1051167 0.7430178 0.8587077
[22,] 1.637056 1.809967 0.8054557 0.5631072 0.8766109 1.0713156 0.9403508 1.1118150 0.7518388 0.8668222
[23,] 1.648059 1.822026 0.8183050 0.5715457 0.8860594 1.0795037 0.9482369 1.1169549 0.7586846 0.8730309
[24,] 1.650732 1.824950 0.8214201 0.5735968 0.8883577 1.0814847 0.9501546 1.1182007 0.7603542 0.8745338
[25,] 1.659430 1.834451 0.8315444 0.5802779 0.8958480 1.0879114 0.9564034 1.1222483 0.7658072 0.8794125
[26,] 1.665800 1.841395 0.8389431 0.5851747 0.9013418 1.0925962 0.9609855 1.1252048 0.7698181 0.8829724
[27,] 1.672180 1.848339 0.8463419 0.5900837 0.9068527 1.0972709 0.9655809 1.1281597 0.7738509 0.8865282
[28,] 1.679244 1.856014 0.8545195 0.5955236 0.9129635 1.1024251 0.9706756 1.1314236 0.7783337 0.8904535
[29,] 1.681433 1.858390 0.8570507 0.5972105 0.9148591 1.1040177 0.9722558 1.1324333 0.7797267 0.8916675
[30,] 1.683624 1.860766 0.8595818 0.5988988 0.9167568 1.1056090 0.9738376 1.1334428 0.7811223 0.8928811
[31,] 1.684130 1.861314 0.8601659 0.5992886 0.9171950 1.1059760 0.9742029 1.1336757 0.7814447 0.8931611
[32,] 1.686490 1.863873 0.8628918 0.6011088 0.9192414 1.1076879 0.9759085 1.1347625 0.7829511 0.8944674
[33,] 1.686659 1.864056 0.8630865 0.6012388 0.9193876 1.1078101 0.9760304 1.1348401 0.7830588 0.8945607
[34,] 1.686996 1.864421 0.8634759 0.6014990 0.9196802 1.1080545 0.9762743 1.1349953 0.7832743 0.8947473
[35,] 1.698486 1.876850 0.8767156 0.6103655 0.9296552 1.1163447 0.9845869 1.1402685 0.7906366 0.9010851
[36,] 1.700855 1.879408 0.8794414 0.6121959 0.9317156 1.1180466 0.9863037 1.1413531 0.7921611 0.9023886
[37,] 1.709501 1.888731 0.8893708 0.6188782 0.9392414 1.1242318 0.9925736 1.1453003 0.7977397 0.9071337
[38,] 1.710180 1.889462 0.8901496 0.6194032 0.9398329 1.1247159 0.9930664 1.1456096 0.7981789 0.9075056
[39,] 1.711368 1.890741 0.8915124 0.6203224 0.9408686 1.1255627 0.9939291 1.1461508 0.7989481 0.9081564
[40,] 1.715105 1.894763 0.8957955 0.6232141 0.9441274 1.1282213 0.9966437 1.1478510 0.8013705 0.9102012
[41,] 1.716295 1.896043 0.8971583 0.6241351 0.9451655 1.1290663 0.9975084 1.1483918 0.8021428 0.9108516
[42,] 1.720548 1.900613 0.9020254 0.6274277 0.9488778 1.1320802 1.0006004 1.1503219 0.8049070 0.9131736
[43,] 1.722932 1.903172 0.9047509 0.6292740 0.9509599 1.1337653 1.0023346 1.1514020 0.8064591 0.9144735
[44,] 1.724124 1.904452 0.9061136 0.6301978 0.9520018 1.1346072 1.0032023 1.1519419 0.8072363 0.9151233
[45,] 1.726510 1.907012 0.9088390 0.6320467 0.9540874 1.1362894 1.0049393 1.1530213 0.8087929 0.9164226
[46,] 1.729409 1.910120 0.9121484 0.6342941 0.9566231 1.1383296 1.0070510 1.1543313 0.8106870 0.9179998
[47,] 1.730262 1.911034 0.9131218 0.6349556 0.9573695 1.1389290 1.0076726 1.1547164 0.8112449 0.9184636
[48,] 1.740343 1.921822 0.9246066 0.6427778 0.9662001 1.1459836 1.0150258 1.1592562 0.8178572 0.9239334
[49,] 1.740514 1.922004 0.9248013 0.6429106 0.9663501 1.1461028 1.0151507 1.1593331 0.8179698 0.9240260
[50,] 1.757492 1.940108 0.9440701 0.6561066 0.9812620 1.1578553 1.0275647 1.1669318 0.8291851 0.9331923
[51,] 1.759899 1.942669 0.9467947 0.6579798 0.9833802 1.1595084 1.0293277 1.1680047 0.8307831 0.9344876
[52,] 1.762135 1.945046 0.9493246 0.6597208 0.9853493 1.1610414 1.0309665 1.1690005 0.8322697 0.9356902
[53,] 1.763684 1.946692 0.9510760 0.6609269 0.9867136 1.1621016 1.0321020 1.1696898 0.8333003 0.9365226
[54,] 1.767646 1.950899 0.9555518 0.6640127 0.9902047 1.1648067 1.0350073 1.1714506 0.8359398 0.9386497
[55,] 1.768335 1.951631 0.9563302 0.6645499 0.9908125 1.1652765 1.0355130 1.1717567 0.8363996 0.9390196
[56,] 1.769542 1.952911 0.9576923 0.6654902 0.9918766 1.1660982 1.0363985 1.1722924 0.8372049 0.9396668
[57,] 1.769714 1.953094 0.9578869 0.6656246 0.9920287 1.1662155 1.0365250 1.1723689 0.8373200 0.9397593
[58,] 1.774891 1.958581 0.9637244 0.6696600 0.9965961 1.1697300 1.0403255 1.1746635 0.8407803 0.9425328
[59,] 1.786130 1.970472 0.9763707 0.6784316 1.0065293 1.1773070 1.0485888 1.1796305 0.8483244 0.9485412
[60,] 1.786823 1.971204 0.9771489 0.6789726 1.0071423 1.1777715 1.0490987 1.1799360 0.8487907 0.9489109
[61,] 1.789769 1.974314 0.9804560 0.6812737 1.0097494 1.1797435 1.0512671 1.1812340 0.8507754 0.9504824
[62,] 1.790115 1.974680 0.9808451 0.6815446 1.0100563 1.1799753 1.0515223 1.1813866 0.8510092 0.9506673
[63,] 1.790462 1.975046 0.9812342 0.6818155 1.0103633 1.1802070 1.0517777 1.1815393 0.8512430 0.9508522
[64,] 1.790809 1.975412 0.9816232 0.6820865 1.0106704 1.1804386 1.0520330 1.1816920 0.8514769 0.9510371
[65,] 1.792023 1.976693 0.9829849 0.6830351 1.0117454 1.1812490 1.0529271 1.1822263 0.8522961 0.9516843
[66,] 1.798793 1.983828 0.9905710 0.6883288 1.0177457 1.1857523 1.0579166 1.1852022 0.8568734 0.9552905
[67,] 1.798966 1.984011 0.9907655 0.6884647 1.0178998 1.1858675 1.0580448 1.1852784 0.8569910 0.9553830
[68,] 1.799314 1.984377 0.9911545 0.6887366 1.0182080 1.1860979 1.0583010 1.1854310 0.8572264 0.9555679
[69,] 1.809406 1.994991 1.0024347 0.6966369 1.0271675 1.1927552 1.0657490 1.1898537 0.8640790 0.9609343
[70,] 1.814462 2.000298 1.0080742 0.7005987 1.0316624 1.1960665 1.0694844 1.1920641 0.8675245 0.9636195
[71,] 1.815160 2.001030 1.0088521 0.7011458 1.0322832 1.1965224 1.0700002 1.1923689 0.8680007 0.9639900
[72,] 1.816731 2.002677 1.0106022 0.7023772 1.0336807 1.1975471 1.0711613 1.1930548 0.8690732 0.9648238
[73,] 1.817429 2.003409 1.0113800 0.7029248 1.0343021 1.1980022 1.0716776 1.1933596 0.8695503 0.9651944
[74,] 1.817953 2.003958 1.0119634 0.7033356 1.0347683 1.1983434 1.0720649 1.1935882 0.8699082 0.9654723
[75,] 1.820224 2.006338 1.0144912 0.7051165 1.0367897 1.1998203 1.0737442 1.1945787 0.8714609 0.9666771
[76,] 1.821272 2.007436 1.0156580 0.7059391 1.0377233 1.2005012 1.0745197 1.1950359 0.8721784 0.9672333
[77,] 1.824419 2.010730 1.0191581 0.7084086 1.0405269 1.2025406 1.0768482 1.1964072 0.8743343 0.9689024
[78,] 1.827044 2.013476 1.0220749 0.7104689 1.0428662 1.2042365 1.0787907 1.1975498 0.8761347 0.9702939
[79,] 1.827744 2.014208 1.0228527 0.7110187 1.0434904 1.2046882 1.0793090 1.1978545 0.8766154 0.9706651
[80,] 1.829320 2.015856 1.0246027 0.7122563 1.0448958 1.2057037 1.0804758 1.1985401 0.8776979 0.9715004
[81,] 1.829846 2.016405 1.0251861 0.7126689 1.0453644 1.2060419 1.0808649 1.1987686 0.8780590 0.9717789
[82,] 1.834753 2.021530 1.0306309 0.7165247 1.0497438 1.2091923 1.0845000 1.2009013 0.8814361 0.9743795
[83,] 1.834929 2.021713 1.0308253 0.7166626 1.0499004 1.2093046 1.0846299 1.2009775 0.8815569 0.9744724
[84,] 1.836157 2.022995 1.0321865 0.7176277 1.0509968 1.2100903 1.0855398 1.2015107 0.8824032 0.9751230
[85,] 1.837912 2.024826 1.0341312 0.7190073 1.0525641 1.2112114 1.0868403 1.2022723 0.8836134 0.9760526
[86,] 1.838087 2.025009 1.0343257 0.7191453 1.0527209 1.2113234 1.0869704 1.2023485 0.8837345 0.9761456
[87,] 1.838614 2.025558 1.0349091 0.7195594 1.0531914 1.2116594 1.0873607 1.2025770 0.8840980 0.9764245
[88,] 1.844588 2.031783 1.0415212 0.7242585 1.0585310 1.2154578 1.0917899 1.2051666 0.8882265 0.9795884
[89,] 1.846523 2.033797 1.0436606 0.7257811 1.0602616 1.2166829 1.0932250 1.2060045 0.8895660 0.9806129
[90,] 1.846875 2.034163 1.0440496 0.7260581 1.0605764 1.2169054 1.0934860 1.2061569 0.8898098 0.9807992
[91,] 1.847226 2.034529 1.0444386 0.7263351 1.0608912 1.2171279 1.0937470 1.2063092 0.8900536 0.9809856
[92,] 1.847402 2.034712 1.0446331 0.7264736 1.0610487 1.2172391 1.0938776 1.2063854 0.8901755 0.9810787
[93,] 1.848106 2.035444 1.0454110 0.7270278 1.0616785 1.2176838 1.0943998 1.2066901 0.8906634 0.9814515
[94,] 1.853919 2.041487 1.0518299 0.7316054 1.0668825 1.2213432 1.0987133 1.2092039 0.8946977 0.9845292
[95,] 1.854800 2.042403 1.0528025 0.7322999 1.0676722 1.2218962 1.0993676 1.2095849 0.8953104 0.9849959
[96,] 1.855858 2.043501 1.0539697 0.7331336 1.0686202 1.2225592 1.1001531 1.2100420 0.8960462 0.9855561
[97,] 1.860270 2.048079 1.0588334 0.7366110 1.0725747 1.2253158 1.1034290 1.2119469 0.8991180 0.9878920
[98,] 1.861682 2.049544 1.0603899 0.7377250 1.0738418 1.2261958 1.1044784 1.2125565 0.9001030 0.9886402
[99,] 1.863979 2.051925 1.0629193 0.7395367 1.0759024 1.2276236 1.1061847 1.2135473 0.9017058 0.9898565
[100,] 1.865393 2.053390 1.0644760 0.7406523 1.0771716 1.2285010 1.1072353 1.2141570 0.9026935 0.9906055
[101,] 1.867162 2.055222 1.0664220 0.7420477 1.0787590 1.2295962 1.1085494 1.2149193 0.9039294 0.9915421
[102,] 1.867692 2.055771 1.0670058 0.7424665 1.0792355 1.2299245 1.1089438 1.2151480 0.9043006 0.9918232
[103,] 1.868046 2.056137 1.0673950 0.7427458 1.0795532 1.2301433 1.1092067 1.2153004 0.9045480 0.9920106
[104,] 1.869639 2.057786 1.0691466 0.7440029 1.0809836 1.2311269 1.1103904 1.2159866 0.9056625 0.9928543
[105,] 1.870347 2.058518 1.0699251 0.7445619 1.0816196 1.2315637 1.1109167 1.2162915 0.9061582 0.9932294
[106,] 1.871763 2.059984 1.0714821 0.7456803 1.0828922 1.2324365 1.1119697 1.2169015 0.9071504 0.9939798
[107,] 1.872472 2.060716 1.0722607 0.7462397 1.0835288 1.2328725 1.1124964 1.2172065 0.9076469 0.9943551
[108,] 1.874066 2.062365 1.0740126 0.7474990 1.0849619 1.2338526 1.1136818 1.2178929 0.9087650 0.9952000
[109,] 1.876725 2.065112 1.0769326 0.7495995 1.0873525 1.2354832 1.1156590 1.2190369 0.9106312 0.9966091
[110,] 1.878499 2.066944 1.0788795 0.7510010 1.0889478 1.2365682 1.1169780 1.2197998 0.9118774 0.9975492
[111,] 1.879918 2.068410 1.0804371 0.7521229 1.0902249 1.2374351 1.1180338 1.2204101 0.9128755 0.9983017
[112,] 1.880806 2.069325 1.0814106 0.7528244 1.0910234 1.2379764 1.1186940 1.2207917 0.9134999 0.9987722
[113,] 1.884713 2.073356 1.0856948 0.7559137 1.0945408 1.2403533 1.1216008 1.2224707 0.9162518 1.0008443
[114,] 1.888802 2.077569 1.0901747 0.7591485 1.0982244 1.2428299 1.1246437 1.2242268 0.9191373 1.0030137
[115,] 1.890937 2.079768 1.0925124 0.7608381 1.1001488 1.2441186 1.1262329 1.2251434 0.9206462 1.0041469
[116,] 1.892361 2.081234 1.0940710 0.7619653 1.1014327 1.2449765 1.1272929 1.2257546 0.9216534 1.0049029
[117,] 1.893785 2.082699 1.0956298 0.7630931 1.1027175 1.2458333 1.1283534 1.2263660 0.9226618 1.0056594
[118,] 1.895210 2.084165 1.0971886 0.7642215 1.1040029 1.2466891 1.1294144 1.2269774 0.9236712 1.0064162
[119,] 1.895923 2.084898 1.0979681 0.7647860 1.1046460 1.2471166 1.1299451 1.2272832 0.9241762 1.0067948
[120,] 1.896101 2.085081 1.0981630 0.7649271 1.1048068 1.2472234 1.1300778 1.2273597 0.9243026 1.0068895
[121,] 1.898597 2.087646 1.1008915 0.7669039 1.1070591 1.2487174 1.1319362 1.2284302 0.9260727 1.0082155
[122,] 1.900024 2.089112 1.1024509 0.7680344 1.1083473 1.2495697 1.1329988 1.2290421 0.9270858 1.0089739
[123,] 1.905380 2.094610 1.1082997 0.7722789 1.1131847 1.2527564 1.1369876 1.2313383 0.9308942 1.0118218
[124,] 1.909312 2.098641 1.1125903 0.7753970 1.1167392 1.2550840 1.1399169 1.2330237 0.9336968 1.0139145
[125,] 1.909490 2.098825 1.1127853 0.7755388 1.1169009 1.2551896 1.1400501 1.2331004 0.9338244 1.0140097
[126,] 1.910206 2.099558 1.1135655 0.7761063 1.1175478 1.2556119 1.1405831 1.2334070 0.9343349 1.0143906
[127,] 1.911279 2.100657 1.1147360 0.7769577 1.1185186 1.2562448 1.1413829 1.2338669 0.9351012 1.0149622
[128,] 1.913606 2.103040 1.1172722 0.7788037 1.1206235 1.2576141 1.1431165 1.2348640 0.9367637 1.0162016
[129,] 1.914680 2.104139 1.1184429 0.7796562 1.1215957 1.2582452 1.1439170 1.2353243 0.9375319 1.0167741
[130,] 1.914859 2.104323 1.1186381 0.7797983 1.1217578 1.2583503 1.1440504 1.2354010 0.9376600 1.0168696
[131,] 1.915934 2.105422 1.1198089 0.7806512 1.1227305 1.2589807 1.1448512 1.2358615 0.9384290 1.0174424
[132,] 1.916113 2.105606 1.1200040 0.7807934 1.1228927 1.2590857 1.1449847 1.2359383 0.9385573 1.0175379
[133,] 1.917905 2.107439 1.1219557 0.7822158 1.1245150 1.2601348 1.1463201 1.2367060 0.9398405 1.0184933
[134,] 1.918622 2.108172 1.1227364 0.7827850 1.1251642 1.2605540 1.1468544 1.2370132 0.9403543 1.0188757
[135,] 1.919339 2.108905 1.1235172 0.7833544 1.1258137 1.2609729 1.1473888 1.2373205 0.9408684 1.0192583
[136,] 1.920953 2.110555 1.1252741 0.7846360 1.1272756 1.2619146 1.1485917 1.2380120 0.9420261 1.0201195
[137,] 1.921132 2.110738 1.1254693 0.7847784 1.1274381 1.2620191 1.1487254 1.2380889 0.9421548 1.0202152
[138,] 1.922029 2.111654 1.1264455 0.7854908 1.1282508 1.2625416 1.1493940 1.2384732 0.9427986 1.0206939
[139,] 1.922567 2.112204 1.1270312 0.7859183 1.1287386 1.2628549 1.1497952 1.2387039 0.9431852 1.0209813
[140,] 1.923823 2.113487 1.1283980 0.7869162 1.1298772 1.2635854 1.1507316 1.2392422 0.9440877 1.0216521
[141,] 1.925260 2.114954 1.1299603 0.7880573 1.1311791 1.2644192 1.1518022 1.2398576 0.9451202 1.0224192
[142,] 1.925619 2.115320 1.1303509 0.7883426 1.1315047 1.2646275 1.1520699 1.2400115 0.9453785 1.0226111
[143,] 1.928673 2.118437 1.1336714 0.7907696 1.1342744 1.2663954 1.1543467 1.2413202 0.9475769 1.0242434
[144,] 1.932089 2.121920 1.1373837 0.7934854 1.1373741 1.2683659 1.1568936 1.2427844 0.9500402 1.0260707
[145,] 1.933348 2.123203 1.1387516 0.7944867 1.1385172 1.2690904 1.1578325 1.2433241 0.9509493 1.0267446
[146,] 1.936048 2.125953 1.1416835 0.7966341 1.1409687 1.2706403 1.1598456 1.2444816 0.9529004 1.0281903
[147,] 1.936769 2.126687 1.1424654 0.7972071 1.1416229 1.2710530 1.1603827 1.2447904 0.9534214 1.0285762
[148,] 1.937489 2.127420 1.1432474 0.7977802 1.1422773 1.2714655 1.1609199 1.2450993 0.9539427 1.0289622
[149,] 1.939291 2.129254 1.1452027 0.7992137 1.1439142 1.2724955 1.1622634 1.2458718 0.9552472 1.0299278
[150,] 1.940372 2.130354 1.1463760 0.8000742 1.1448969 1.2731127 1.1630698 1.2463356 0.9560307 1.0305076
[151,] 1.941634 2.131637 1.1477450 0.8010786 1.1460440 1.2738322 1.1640109 1.2468768 0.9569457 1.0311844
[152,] 1.943618 2.133654 1.1498967 0.8026578 1.1478477 1.2749611 1.1654904 1.2477279 0.9583853 1.0322488
[153,] 1.949396 2.139522 1.1561585 0.8072583 1.1531034 1.2782348 1.1697988 1.2502071 0.9625860 1.0353515
[154,] 1.951926 2.142090 1.1588992 0.8092740 1.1554066 1.2796620 1.1716859 1.2512934 0.9644298 1.0367118
[155,] 1.952288 2.142456 1.1592908 0.8095621 1.1557359 1.2798656 1.1719555 1.2514487 0.9646935 1.0369062
[156,] 1.955001 2.145207 1.1622282 0.8117240 1.1582066 1.2813910 1.1739789 1.2526139 0.9666735 1.0383659
[157,] 1.955363 2.145574 1.1626199 0.8120125 1.1585363 1.2815941 1.1742488 1.2527694 0.9669379 1.0385606
[158,] 1.956449 2.146674 1.1637951 0.8128779 1.1595255 1.2822031 1.1750586 1.2532359 0.9677313 1.0391452
[159,] 1.960071 2.150343 1.1677136 0.8157653 1.1628259 1.2842292 1.1777596 1.2547925 0.9703809 1.0410959
[160,] 1.960433 2.150709 1.1681056 0.8160542 1.1631563 1.2844315 1.1780299 1.2549483 0.9706463 1.0412912
[161,] 1.962608 2.152910 1.1704575 0.8177886 1.1651391 1.2856439 1.1796518 1.2558835 0.9722401 1.0424636
[162,] 1.964784 2.155112 1.1728101 0.8195243 1.1671237 1.2868541 1.1812746 1.2568196 0.9738366 1.0436374
[163,] 1.964965 2.155295 1.1730062 0.8196690 1.1672892 1.2869549 1.1814099 1.2568976 0.9739698 1.0437352
[164,] 1.965328 2.155662 1.1733983 0.8199584 1.1676201 1.2871563 1.1816804 1.2570538 0.9742362 1.0439310
[165,] 1.966417 2.156762 1.1745749 0.8208270 1.1686133 1.2877604 1.1824923 1.2575223 0.9750358 1.0445185
[166,] 1.969140 2.159514 1.1775170 0.8229997 1.1710981 1.2892681 1.1845228 1.2586945 0.9770379 1.0459887
[167,] 1.972047 2.162449 1.1806562 0.8253196 1.1737514 1.2908727 1.1866902 1.2599464 0.9791782 1.0475592
[168,] 1.972956 2.163366 1.1816375 0.8260451 1.1745812 1.2913733 1.1873678 1.2603380 0.9798481 1.0480505
[169,] 1.975319 2.165751 1.1841892 0.8279323 1.1767400 1.2926733 1.1891303 1.2613569 0.9815919 1.0493288
[170,] 1.976411 2.166852 1.1853672 0.8288038 1.1777371 1.2932725 1.1899440 1.2618276 0.9823978 1.0499194
[171,] 1.978777 2.169237 1.1879201 0.8306933 1.1798988 1.2945688 1.1917079 1.2628482 0.9841464 1.0512000
[172,] 1.979141 2.169604 1.1883129 0.8309842 1.1802316 1.2947680 1.1919794 1.2630053 0.9844157 1.0513972
[173,] 1.982419 2.172907 1.1918490 0.8336033 1.1832284 1.2965584 1.1944235 1.2644206 0.9868430 1.0531733
[174,] 1.985154 2.175659 1.1947969 0.8357882 1.1857287 1.2980468 1.1964617 1.2656019 0.9888705 1.0546558
[175,] 1.993185 2.183733 1.2034504 0.8422089 1.1930779 1.3023942 1.2024475 1.2690765 0.9948437 1.0590167
[176,] 1.994099 2.184651 1.2044343 0.8429397 1.1939144 1.3028865 1.2031284 1.2694723 0.9955249 1.0595134
[177,] 1.994647 2.185202 1.2050247 0.8433783 1.1944165 1.3031817 1.2035370 1.2697098 0.9959339 1.0598116
[178,] 1.997756 2.188322 1.2083713 0.8458650 1.1972635 1.3048522 1.2058532 1.2710573 0.9982548 1.0615028
[179,] 2.001600 2.192176 1.2125073 0.8489405 1.2007849 1.3069100 1.2087166 1.2727250 1.0011300 1.0635959
[180,] 2.002149 2.192726 1.2130984 0.8493801 1.2012883 1.3072035 1.2091258 1.2729636 1.0015415 1.0638953
[181,] 2.003614 2.194195 1.2146747 0.8505530 1.2026314 1.3079855 1.2102173 1.2736000 1.0026397 1.0646940
[182,] 2.005997 2.196581 1.2172370 0.8524602 1.2048155 1.3092544 1.2119918 1.2746353 1.0044271 1.0659934
[183,] 2.006180 2.196765 1.2174341 0.8526070 1.2049836 1.3093519 1.2121283 1.2747150 1.0045647 1.0660934
[184,] 2.007647 2.198233 1.2190114 0.8537814 1.2063287 1.3101315 1.2132207 1.2753529 1.0056665 1.0668939
[185,] 2.015909 2.206494 1.2278901 0.8603987 1.2139082 1.3145003 1.2193717 1.2789510 1.0118891 1.0714090
[186,] 2.016460 2.207045 1.2284824 0.8608405 1.2144143 1.3147906 1.2197821 1.2791914 1.0123055 1.0717107
[187,] 2.020138 2.210717 1.2324324 0.8637879 1.2177909 1.3167227 1.2225193 1.2807967 1.0150860 1.0737248
[188,] 2.022531 2.213104 1.2350011 0.8657057 1.2199881 1.3179757 1.2242996 1.2818420 1.0168978 1.0750361
[189,] 2.023819 2.214389 1.2363846 0.8667389 1.2211720 1.3186494 1.2252585 1.2824054 1.0178749 1.0757430
[190,] 2.026951 2.217511 1.2397459 0.8692502 1.2240493 1.3202830 1.2275883 1.2837757 1.0202522 1.0774618
[191,] 2.028242 2.218796 1.2411305 0.8702849 1.2252351 1.3209546 1.2285480 1.2843407 1.0212328 1.0781705
[192,] 2.030639 2.221184 1.2437025 0.8722079 1.2274386 1.3222000 1.2303309 1.2853911 1.0230568 1.0794880
[193,] 2.031008 2.221551 1.2440983 0.8725038 1.2277777 1.3223914 1.2306052 1.2855529 1.0233378 1.0796908
[194,] 2.032115 2.222653 1.2452858 0.8733919 1.2287955 1.3229653 1.2314284 1.2860383 1.0241811 1.0802996
[195,] 2.034884 2.225407 1.2482556 0.8756137 1.2313416 1.3243981 1.2334871 1.2872535 1.0262928 1.0818234
[196,] 2.038765 2.229264 1.2524155 0.8787275 1.2349103 1.3263991 1.2363710 1.2889582 1.0292573 1.0839608
[197,] 2.040244 2.230734 1.2540010 0.8799147 1.2362710 1.3271598 1.2374701 1.2896088 1.0303892 1.0847764
[198,] 2.040429 2.230917 1.2541992 0.8800632 1.2364412 1.3272549 1.2376076 1.2896902 1.0305307 1.0848784
[199,] 2.046536 2.236979 1.2607438 0.8849669 1.2420620 1.3303841 1.2421445 1.2923806 1.0352150 1.0882504
[200,] 2.050613 2.241020 1.2651107 0.8882415 1.2458157 1.3324626 1.2451717 1.2941801 1.0383509 1.0905054
[201,] 2.055623 2.245981 1.2704744 0.8922662 1.2504295 1.3350051 1.2488896 1.2963952 1.0422140 1.0932804
[202,] 2.062684 2.252963 1.2780317 0.8979416 1.2569362 1.3385681 1.2541272 1.2995253 1.0476777 1.0972004
[203,] 2.064730 2.254984 1.2802212 0.8995869 1.2588226 1.3395962 1.2556444 1.3004342 1.0492652 1.0983384
[204,] 2.065102 2.255352 1.2806194 0.8998861 1.2591657 1.3397829 1.2559203 1.3005995 1.0495541 1.0985454
[205,] 2.067336 2.257557 1.2830090 0.9016824 1.2612252 1.3409024 1.2575760 1.3015927 1.0512894 1.0997888
[206,] 2.073485 2.263621 1.2895858 0.9066288 1.2668967 1.3439718 1.2621321 1.3043315 1.0560778 1.1032170
[207,] 2.074791 2.264908 1.2909819 0.9076793 1.2681012 1.3446212 1.2630990 1.3049139 1.0570966 1.1039459
[208,] 2.078711 2.268768 1.2951722 0.9108333 1.2717177 1.3465657 1.2660009 1.3066644 1.0601593 1.1061363
[209,] 2.083008 2.272996 1.2997654 0.9142922 1.2756839 1.3486893 1.2691809 1.3085869 1.0635248 1.1085416
[210,] 2.083195 2.273179 1.2999652 0.9144427 1.2758564 1.3487814 1.2693192 1.3086707 1.0636714 1.1086463
[211,] 2.085252 2.275201 1.3021634 0.9160987 1.2777553 1.3497946 1.2708408 1.3095923 1.0652854 1.1097992
[212,] 2.085626 2.275569 1.3025632 0.9163999 1.2781007 1.3499787 1.2711174 1.3097600 1.0655791 1.1100090
[213,] 2.086936 2.276856 1.3039626 0.9174544 1.2793099 1.3506225 1.2720860 1.3103473 1.0666078 1.1107436
[214,] 2.087123 2.277040 1.3041626 0.9176050 1.2794827 1.3507144 1.2722243 1.3104313 1.0667549 1.1108486
[215,] 2.089931 2.279797 1.3071628 0.9198662 1.2820756 1.3520919 1.2743003 1.3116918 1.0689633 1.1124251
[216,] 2.090680 2.280533 1.3079631 0.9204696 1.2827674 1.3524587 1.2748541 1.3120283 1.0695531 1.1128460
[217,] 2.107949 2.297450 1.3264055 0.9343842 1.2987237 1.3608435 1.2876035 1.3198183 1.0832138 1.1225846
[218,] 2.108702 2.298186 1.3272088 0.9349908 1.2994193 1.3612057 1.2881584 1.3201591 1.0838120 1.1230106
[219,] 2.116612 2.305911 1.3356523 0.9413686 1.3067333 1.3649981 1.2939876 1.3237493 1.0901133 1.1274966
[220,] 2.119630 2.308854 1.3388726 0.9438021 1.3095241 1.3664374 1.2962095 1.3251224 1.0925239 1.1292120
[221,] 2.124538 2.313637 1.3441102 0.9477611 1.3140645 1.3687698 1.2998214 1.3273601 1.0964527 1.1320071
[222,] 2.124727 2.313821 1.3443117 0.9479135 1.3142393 1.3688593 1.2999604 1.3274464 1.0966041 1.1321148
[223,] 2.128507 2.317500 1.3483445 0.9509629 1.3177365 1.3706479 1.3027400 1.3291734 1.0996366 1.1342716
[224,] 2.130398 2.319340 1.3503621 0.9524888 1.3194865 1.3715404 1.3041302 1.3300387 1.1011560 1.1353522
[225,] 2.133426 2.322284 1.3535920 0.9549320 1.3222886 1.3729661 1.3063550 1.3314258 1.1035915 1.1370841
[226,] 2.139110 2.327805 1.3596535 0.9595188 1.3275491 1.3756312 1.3105281 1.3340349 1.1081724 1.1403412
[227,] 2.145561 2.334062 1.3665319 0.9647261 1.3335212 1.3786392 1.3152600 1.3370055 1.1133866 1.1440484
[228,] 2.145941 2.334430 1.3669368 0.9650328 1.3338728 1.3788158 1.3155385 1.3371807 1.1136941 1.1442670
[229,] 2.148031 2.336455 1.3691643 0.9667197 1.3358075 1.3797859 1.3170699 1.3381451 1.1153865 1.1454703
[230,] 2.158305 2.346395 1.3801131 0.9750159 1.3453213 1.3845283 1.3245914 1.3429022 1.1237300 1.1514031
[231,] 2.184297 2.371440 1.4077880 0.9960174 1.3693998 1.3963281 1.3435561 1.3550537 1.1449912 1.1665361
[232,] 2.212968 2.398895 1.4382683 1.0192033 1.3959670 1.4090266 1.3643594 1.3686570 1.1686622 1.1834382
[233,] 2.217025 2.402765 1.4425773 1.0224860 1.3997266 1.4107977 1.3672928 1.3705989 1.1720281 1.1858488
[234,] 2.221667 2.407190 1.4475058 1.0262422 1.4040279 1.4128164 1.3706455 1.3728257 1.1758836 1.1886127
[235,] 2.238927 2.423600 1.4658182 1.0402132 1.4200199 1.4202517 1.3830805 1.3811531 1.1902616 1.1989465
[236,] 2.248850 2.433006 1.4763369 1.0482489 1.4292128 1.4244774 1.3902067 1.3859747 1.1985571 1.2049299
[237,] 2.255480 2.439279 1.4833594 1.0536181 1.4353529 1.4272806 1.3949575 1.3892091 1.2041100 1.2089444
[238,] 2.258213 2.441862 1.4862534 1.0558318 1.4378839 1.4284316 1.3969137 1.3905455 1.2064017 1.2106036
[239,] 2.264075 2.447397 1.4924592 1.0605808 1.4433125 1.4308920 1.4011055 1.3934184 1.2113226 1.2141709
[240,] 2.270141 2.453118 1.4988782 1.0654960 1.4489293 1.4334256 1.4054368 1.3963999 1.2164221 1.2178746
[241,] 2.272492 2.455332 1.5013648 1.0674007 1.4511056 1.4344040 1.4071134 1.3975576 1.2184001 1.2193131
[242,] 2.328919 2.508152 1.5609056 1.1131421 1.5032881 1.4573465 1.4470541 1.4257189 1.2661878 1.2544122
[243,] 2.331900 2.510924 1.5640427 1.1155590 1.5060411 1.4585307 1.4491475 1.4272262 1.2687288 1.2562954
[244,] 2.375868 2.551605 1.6102087 1.1512065 1.5465924 1.4756982 1.4798266 1.4497065 1.3064115 1.2843552
n=220 n=340 n=510 n=760
[1,] 0.7646408 0.7227679 0.8157685 0.6650451
[2,] 0.8000251 0.7760637 0.8262217 0.7122952
[3,] 0.8041562 0.7824459 0.8275410 0.7179219
[4,] 0.8136957 0.7972605 0.8307010 0.7310186
[5,] 0.8203706 0.8076713 0.8330190 0.7402673
[6,] 0.8290717 0.8212751 0.8361849 0.7524203
[7,] 0.8295187 0.8219745 0.8363521 0.7530472
[8,] 0.8354115 0.8311973 0.8385985 0.7613304
[9,] 0.8419187 0.8413778 0.8411706 0.7705136
[10,] 0.8519809 0.8570744 0.8453381 0.7847783
[11,] 0.8546176 0.8611718 0.8464688 0.7885277
[12,] 0.8549192 0.8616399 0.8465992 0.7889568
[13,] 0.8557488 0.8629271 0.8469589 0.7901377
[14,] 0.8575601 0.8657342 0.8477497 0.7927176
[15,] 0.8594488 0.8686564 0.8485823 0.7954103
[16,] 0.8615665 0.8719267 0.8495256 0.7984326
[17,] 0.8658852 0.8785737 0.8514812 0.8046070
[18,] 0.8669475 0.8802038 0.8519687 0.8061281
[19,] 0.8684663 0.8825307 0.8526702 0.8083043
[20,] 0.8799774 0.9000150 0.8581626 0.8248647
[21,] 0.8805130 0.9008215 0.8584261 0.8256382
[22,] 0.8871080 0.9106982 0.8617324 0.8351867
[23,] 0.8921886 0.9182352 0.8643620 0.8425713
[24,] 0.8934228 0.9200563 0.8650120 0.8443691
[25,] 0.8974412 0.9259584 0.8671591 0.8502321
[26,] 0.9003847 0.9302548 0.8687620 0.8545362
[27,] 0.9033341 0.9345366 0.8703939 0.8588569
[28,] 0.9066011 0.9392514 0.8722318 0.8636515
[29,] 0.9076139 0.9407070 0.8728081 0.8651395
[30,] 0.9086273 0.9421606 0.8733878 0.8666295
[31,] 0.9088613 0.9424958 0.8735221 0.8669736
[32,] 0.9099537 0.9440588 0.8741513 0.8685809
[33,] 0.9100318 0.9441704 0.8741964 0.8686957
[34,] 0.9101879 0.9443935 0.8742867 0.8689255
[35,] 0.9155060 0.9519522 0.8774060 0.8767652
[36,] 0.9166033 0.9535019 0.8780605 0.8783856
[37,] 0.9206068 0.9591281 0.8804816 0.8843053
[38,] 0.9209212 0.9595681 0.8806740 0.8847707
[39,] 0.9214716 0.9603376 0.8810114 0.8855856
[40,] 0.9232027 0.9627520 0.8820792 0.8881494
[41,] 0.9237538 0.9635190 0.8824212 0.8889661
[42,] 0.9257237 0.9662534 0.8836519 0.8918866
[43,] 0.9268279 0.9677813 0.8843474 0.8935245
[44,] 0.9273802 0.9685444 0.8846968 0.8943440
[45,] 0.9284854 0.9700687 0.8853991 0.8959843
[46,] 0.9298283 0.9719163 0.8862580 0.8979783
[47,] 0.9302234 0.9724590 0.8865119 0.8985651
[48,] 0.9348922 0.9788391 0.8895521 0.9055042
[49,] 0.9349715 0.9789469 0.8896043 0.9056221
[50,] 0.9428277 0.9895487 0.8948925 0.9173173
[51,] 0.9439405 0.9910373 0.8956591 0.9189758
[52,] 0.9449742 0.9924172 0.8963751 0.9205167
[53,] 0.9456900 0.9933711 0.8968733 0.9215840
[54,] 0.9475200 0.9958038 0.8981550 0.9243133
[55,] 0.9478383 0.9962262 0.8983793 0.9247882
[56,] 0.9483955 0.9969647 0.8987726 0.9256195
[57,] 0.9484751 0.9970702 0.8988289 0.9257383
[58,] 0.9508637 1.0002272 0.9005287 0.9293038
[59,] 0.9560426 1.0070236 0.9042867 0.9370435
[60,] 0.9563614 1.0074399 0.9045213 0.9375204
[61,] 0.9577165 1.0092065 0.9055228 0.9395485
[62,] 0.9578759 1.0094141 0.9056411 0.9397872
[63,] 0.9580354 1.0096216 0.9057595 0.9400260
[64,] 0.9581948 1.0098290 0.9058780 0.9402647
[65,] 0.9587528 1.0105546 0.9062934 0.9411005
[66,] 0.9618621 1.0145844 0.9086299 0.9457622
[67,] 0.9619418 1.0146875 0.9086903 0.9458819
[68,] 0.9621012 1.0148935 0.9088112 0.9461212
[69,] 0.9667251 1.0208434 0.9123583 0.9530730
[70,] 0.9690366 1.0238003 0.9141624 0.9565577
[71,] 0.9693554 1.0242072 0.9144128 0.9570389
[72,] 0.9700726 1.0251218 0.9149777 0.9581219
[73,] 0.9703914 1.0255280 0.9152294 0.9586034
[74,] 0.9706305 1.0258324 0.9154184 0.9589646
[75,] 0.9716663 1.0271502 0.9162400 0.9605307
[76,] 0.9721443 1.0277576 0.9166206 0.9612540
[77,] 0.9735783 1.0295767 0.9177676 0.9634255
[78,] 0.9747730 1.0310891 0.9187293 0.9652370
[79,] 0.9750915 1.0314919 0.9189867 0.9657204
[80,] 0.9758082 1.0323972 0.9195673 0.9668085
[81,] 0.9760470 1.0326988 0.9197612 0.9671713
[82,] 0.9782759 1.0355068 0.9215819 0.9705616
[83,] 0.9783555 1.0356068 0.9216473 0.9706828
[84,] 0.9789126 1.0363070 0.9221056 0.9715315
[85,] 0.9797082 1.0373060 0.9227624 0.9727446
[86,] 0.9797878 1.0374058 0.9228282 0.9728660
[87,] 0.9800264 1.0377052 0.9230258 0.9732301
[88,] 0.9827303 1.0410891 0.9252803 0.9773626
[89,] 0.9836048 1.0421803 0.9260157 0.9787019
[90,] 0.9837637 1.0423785 0.9261497 0.9789455
[91,] 0.9839227 1.0425767 0.9262838 0.9791891
[92,] 0.9840021 1.0426758 0.9263509 0.9793110
[93,] 0.9843200 1.0430719 0.9266195 0.9797984
[94,] 0.9869416 1.0463312 0.9288503 0.9838259
[95,] 0.9873386 1.0468237 0.9291905 0.9844371
[96,] 0.9878151 1.0474143 0.9295997 0.9851708
[97,] 0.9897994 1.0498695 0.9313137 0.9882318
[98,] 0.9904342 1.0506534 0.9318654 0.9892127
[99,] 0.9914655 1.0519252 0.9327651 0.9908080
[100,] 0.9920999 1.0527068 0.9333208 0.9917906
[101,] 0.9928929 1.0536825 0.9340176 0.9930198
[102,] 0.9931307 1.0539749 0.9342271 0.9933888
[103,] 0.9932893 1.0541698 0.9343669 0.9936348
[104,] 0.9940027 1.0550461 0.9349972 0.9947425
[105,] 0.9943197 1.0554353 0.9352779 0.9952351
[106,] 0.9949537 1.0562129 0.9358406 0.9962207
[107,] 0.9952706 1.0566014 0.9361225 0.9967138
[108,] 0.9959836 1.0574747 0.9367582 0.9978239
[109,] 0.9971716 1.0589277 0.9378221 0.9996760
[110,] 0.9979634 1.0598948 0.9385343 1.0009121
[111,] 0.9985966 1.0606675 0.9391059 1.0019017
[112,] 0.9989924 1.0611500 0.9394639 1.0025206
[113,] 1.0007330 1.0632691 0.9410462 1.0052471
[114,] 1.0025517 1.0654778 0.9427129 1.0081035
[115,] 1.0035002 1.0666274 0.9435876 1.0095963
[116,] 1.0041323 1.0673928 0.9441726 1.0105924
[117,] 1.0047642 1.0681574 0.9447592 1.0115894
[118,] 1.0053960 1.0689212 0.9453473 1.0125871
[119,] 1.0057119 1.0693028 0.9456419 1.0130862
[120,] 1.0057909 1.0693981 0.9457156 1.0132111
[121,] 1.0068960 1.0707319 0.9467502 1.0149599
[122,] 1.0075273 1.0714930 0.9473434 1.0159603
[123,] 1.0098932 1.0743400 0.9495819 1.0197193
[124,] 1.0116267 1.0764209 0.9512371 1.0224832
[125,] 1.0117055 1.0765154 0.9513126 1.0226090
[126,] 1.0120205 1.0768930 0.9516149 1.0231123
[127,] 1.0124930 1.0774592 0.9520691 1.0238675
[128,] 1.0135164 1.0786844 0.9530560 1.0255055
[129,] 1.0139885 1.0792492 0.9535129 1.0262623
[130,] 1.0140672 1.0793433 0.9535891 1.0263884
[131,] 1.0145393 1.0799076 0.9540470 1.0271457
[132,] 1.0146179 1.0800016 0.9541234 1.0272720
[133,] 1.0154044 1.0809412 0.9548887 1.0285352
[134,] 1.0157190 1.0813166 0.9551955 1.0290409
[135,] 1.0160334 1.0816919 0.9555027 1.0295468
[136,] 1.0167409 1.0825357 0.9561952 1.0306857
[137,] 1.0168195 1.0826294 0.9562723 1.0308123
[138,] 1.0172124 1.0830977 0.9566579 1.0314456
[139,] 1.0174481 1.0833786 0.9568897 1.0318257
[140,] 1.0179980 1.0840335 0.9574311 1.0327130
[141,] 1.0186262 1.0847813 0.9580514 1.0337278
[142,] 1.0187833 1.0849681 0.9582067 1.0339816
[143,] 1.0201177 1.0865545 0.9595307 1.0361412
[144,] 1.0216083 1.0883237 0.9610186 1.0385588
[145,] 1.0221572 1.0889746 0.9615690 1.0394506
[146,] 1.0233331 1.0903674 0.9627524 1.0413635
[147,] 1.0236466 1.0907385 0.9630689 1.0418741
[148,] 1.0239600 1.0911093 0.9633858 1.0423848
[149,] 1.0247434 1.0920357 0.9641797 1.0436623
[150,] 1.0252133 1.0925911 0.9646572 1.0444294
[151,] 1.0257615 1.0932385 0.9652155 1.0453248
[152,] 1.0266226 1.0942548 0.9660951 1.0467329
[153,] 1.0291261 1.0972044 0.9686712 1.0508362
[154,] 1.0302206 1.0984916 0.9698063 1.0526345
[155,] 1.0303769 1.0986753 0.9699688 1.0528916
[156,] 1.0315490 1.1000520 0.9711912 1.0548208
[157,] 1.0317053 1.1002354 0.9713546 1.0550782
[158,] 1.0321740 1.1007853 0.9718455 1.0558505
[159,] 1.0337356 1.1026158 0.9734882 1.0584274
[160,] 1.0338917 1.1027987 0.9736531 1.0586852
[161,] 1.0348281 1.1038949 0.9746442 1.0602332
[162,] 1.0357643 1.1049897 0.9756391 1.0617824
[163,] 1.0358423 1.1050809 0.9757221 1.0619116
[164,] 1.0359982 1.1052632 0.9758884 1.0621699
[165,] 1.0364661 1.1058100 0.9763877 1.0629451
[166,] 1.0376355 1.1071754 0.9776400 1.0648844
[167,] 1.0388823 1.1086296 0.9789823 1.0669550
[168,] 1.0392718 1.1090835 0.9794032 1.0676025
[169,] 1.0402842 1.1102628 0.9805006 1.0692869
[170,] 1.0407514 1.1108066 0.9810086 1.0700647
[171,] 1.0417632 1.1119838 0.9821127 1.0717509
[172,] 1.0419189 1.1121648 0.9822829 1.0720104
[173,] 1.0433193 1.1137921 0.9838202 1.0743474
[174,] 1.0444857 1.1151463 0.9851082 1.0762966
[175,] 1.0479045 1.1191092 0.9889228 1.0820231
[176,] 1.0482927 1.1195587 0.9893598 1.0826746
[177,] 1.0485256 1.1198283 0.9896224 1.0830656
[178,] 1.0498451 1.1213550 0.9911151 1.0852825
[179,] 1.0514741 1.1232385 0.9929708 1.0880235
[180,] 1.0517068 1.1235074 0.9932370 1.0884153
[181,] 1.0523270 1.1242241 0.9939481 1.0894604
[182,] 1.0533347 1.1253880 0.9951077 1.0911596
[183,] 1.0534121 1.1254775 0.9951971 1.0912904
[184,] 1.0540320 1.1261933 0.9959134 1.0923366
[185,] 1.0575158 1.1302135 0.9999789 1.0982291
[186,] 1.0577479 1.1304811 1.0002521 1.0986224
[187,] 1.0592945 1.1322646 1.0020807 1.1012455
[188,] 1.0602992 1.1334229 1.0032760 1.1029517
[189,] 1.0608401 1.1340464 1.0039218 1.1038708
[190,] 1.0621530 1.1355597 1.0054964 1.1061040
[191,] 1.0626934 1.1361825 1.0061475 1.1070240
[192,] 1.0636967 1.1373388 1.0073607 1.1087332
[193,] 1.0638510 1.1375166 1.0075478 1.1089963
[194,] 1.0643139 1.1380500 1.0081099 1.1097854
[195,] 1.0654707 1.1393831 1.0095202 1.1117592
[196,] 1.0670893 1.1412484 1.0115066 1.1145241
[197,] 1.0677056 1.1419587 1.0122670 1.1155779
[198,] 1.0677826 1.1420475 1.0123621 1.1157096
[199,] 1.0703231 1.1449762 1.0155213 1.1200593
[200,] 1.0720153 1.1469278 1.0176466 1.1229613
[201,] 1.0740904 1.1493223 1.0202761 1.1265250
[202,] 1.0770079 1.1526919 1.0240165 1.1315437
[203,] 1.0778518 1.1536674 1.0251080 1.1329971
[204,] 1.0780052 1.1538448 1.0253068 1.1332613
[205,] 1.0789254 1.1549090 1.0265028 1.1348470
[206,] 1.0814544 1.1578366 1.0298161 1.1392084
[207,] 1.0819905 1.1584579 1.0305236 1.1401337
[208,] 1.0835982 1.1603221 1.0326558 1.1429096
[209,] 1.0853580 1.1623649 1.0350082 1.1459500
[210,] 1.0854345 1.1624538 1.0351108 1.1460821
[211,] 1.0862758 1.1634313 1.0362426 1.1475362
[212,] 1.0864287 1.1636091 1.0364489 1.1478006
[213,] 1.0869639 1.1642314 1.0371717 1.1487259
[214,] 1.0870403 1.1643203 1.0372751 1.1488581
[215,] 1.0881868 1.1656544 1.0388303 1.1508408
[216,] 1.0884924 1.1660103 1.0392463 1.1513695
[217,] 1.0955143 1.1742137 1.0489692 1.1635241
[218,] 1.0958193 1.1745713 1.0493987 1.1640523
[219,] 1.0990204 1.1783299 1.0539433 1.1695946
[220,] 1.1002393 1.1797641 1.0556913 1.1717044
[221,] 1.1022195 1.1820974 1.0585517 1.1751308
[222,] 1.1022957 1.1821872 1.0586622 1.1752625
[223,] 1.1038186 1.1839846 1.0608801 1.1778959
[224,] 1.1045799 1.1848841 1.0619946 1.1792119
[225,] 1.1057979 1.1863245 1.0637854 1.1813164
[226,] 1.1080815 1.1890290 1.0671689 1.1852581
[227,] 1.1106693 1.1921003 1.0710440 1.1897183
[228,] 1.1108215 1.1922812 1.0712733 1.1899804
[229,] 1.1116587 1.1932765 1.0725371 1.1914215
[230,] 1.1157693 1.1981733 1.0788066 1.1984816
[231,] 1.1261278 1.2105869 1.0950745 1.2161334
[232,] 1.1374939 1.2243203 1.1136710 1.2352022
[233,] 1.1390986 1.2262671 1.1163554 1.2378644
[234,] 1.1409338 1.2284955 1.1194422 1.2408989
[235,] 1.1477531 1.2367936 1.1310611 1.2520773
[236,] 1.1516733 1.2415742 1.1378393 1.2584286
[237,] 1.1542928 1.2447722 1.1424057 1.2626405
[238,] 1.1553730 1.2460915 1.1442969 1.2643697
[239,] 1.1576909 1.2489239 1.1483705 1.2680655
[240,] 1.1600909 1.2518581 1.1526100 1.2718710
[241,] 1.1610213 1.2529959 1.1542592 1.2733405
[242,] 1.1834695 1.2805036 1.1948479 1.3078861
[243,] 1.1846637 1.2819705 1.1970409 1.3096779
[244,] 1.2024223 1.3038415 1.2298679 1.3358449
> str(pExT <- vapply(SmPen02TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT
num [1:244, 1:14] 1.37 1.45 1.46 1.48 1.49 ...
- attr(*, "dimnames")=List of 2
..$ : NULL
..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ...
n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150
[1,] 1.372744 1.509467 0.4860571 0.3637198 0.6562218 0.8651381 0.7559197 0.9921065 0.5970538 0.7103424
[2,] 1.448749 1.598065 0.5799621 0.4204338 0.7184368 0.9253957 0.8079200 1.0244415 0.6405531 0.7561796
[3,] 1.457625 1.608294 0.5908234 0.4270882 0.7257600 0.9324294 0.8140545 1.0283847 0.6456434 0.7615126
[4,] 1.478153 1.631859 0.6158558 0.4425035 0.7427409 0.9486688 0.8282860 1.0376132 0.6574401 0.7738243
[5,] 1.492541 1.648300 0.6333299 0.4533303 0.7546817 0.9600211 0.8382967 1.0441646 0.6657375 0.7824312
[6,] 1.511330 1.669672 0.6560571 0.4674952 0.7703231 0.9747952 0.8514097 1.0528095 0.6766201 0.7936330
[7,] 1.512296 1.670768 0.6572229 0.4682244 0.7711289 0.9755531 0.8520852 1.0532565 0.6771814 0.7942077
[8,] 1.525039 1.685199 0.6725753 0.4778505 0.7817726 0.9855327 0.8610057 1.0591741 0.6846024 0.8017749
[9,] 1.539123 1.701091 0.6894877 0.4885064 0.7935683 0.9965205 0.8708886 1.0657526 0.6928461 0.8101071
[10,] 1.560919 1.725568 0.7155463 0.5050332 0.8118921 1.0134276 0.8862347 1.0759871 0.7057063 0.8229285
[11,] 1.566633 1.731962 0.7223544 0.5093730 0.8167100 1.0178383 0.8902684 1.0786772 0.7091003 0.8262735
[12,] 1.567287 1.732693 0.7231325 0.5098695 0.8172615 1.0183422 0.8907301 1.0789851 0.7094891 0.8266557
[13,] 1.569085 1.734702 0.7252724 0.5112358 0.8187790 1.0197277 0.8920004 1.0798320 0.7105594 0.8277064
[14,] 1.573011 1.739086 0.7299414 0.5142201 0.8220944 1.0227497 0.8947757 1.0816818 0.7129000 0.8299983
[15,] 1.577105 1.743653 0.7348052 0.5173335 0.8255548 1.0258959 0.8976720 1.0836114 0.7153457 0.8323845
[16,] 1.581695 1.748767 0.7402530 0.5208265 0.8294388 1.0294176 0.9009225 1.0857755 0.7180946 0.8350554
[17,] 1.591057 1.759180 0.7513444 0.5279564 0.8373730 1.0365791 0.9075611 1.0901898 0.7237226 0.8404872
[18,] 1.593360 1.761737 0.7540688 0.5297116 0.8393274 1.0383363 0.9091960 1.0912755 0.7251117 0.8418200
[19,] 1.596653 1.765391 0.7579609 0.5322217 0.8421234 1.0408455 0.9115347 1.0928276 0.7271008 0.8437230
[20,] 1.621605 1.792976 0.7873512 0.5512778 0.8633838 1.0597360 0.9293052 1.1045716 0.7423048 0.8580459
[21,] 1.622766 1.794255 0.7887138 0.5521657 0.8643758 1.0606091 0.9301338 1.1051167 0.7430178 0.8587077
[22,] 1.637056 1.809967 0.8054557 0.5631072 0.8766109 1.0713156 0.9403508 1.1118150 0.7518388 0.8668222
[23,] 1.648059 1.822026 0.8183050 0.5715457 0.8860594 1.0795037 0.9482369 1.1169549 0.7586846 0.8730309
[24,] 1.650732 1.824950 0.8214201 0.5735968 0.8883577 1.0814847 0.9501546 1.1182007 0.7603542 0.8745338
[25,] 1.659430 1.834451 0.8315444 0.5802779 0.8958480 1.0879114 0.9564034 1.1222483 0.7658072 0.8794125
[26,] 1.665800 1.841395 0.8389431 0.5851747 0.9013418 1.0925962 0.9609855 1.1252048 0.7698181 0.8829724
[27,] 1.672180 1.848339 0.8463419 0.5900837 0.9068527 1.0972709 0.9655809 1.1281597 0.7738509 0.8865282
[28,] 1.679244 1.856014 0.8545195 0.5955236 0.9129635 1.1024251 0.9706756 1.1314236 0.7783337 0.8904535
[29,] 1.681433 1.858390 0.8570507 0.5972105 0.9148591 1.1040177 0.9722558 1.1324333 0.7797267 0.8916675
[30,] 1.683624 1.860766 0.8595818 0.5988988 0.9167568 1.1056090 0.9738376 1.1334428 0.7811223 0.8928811
[31,] 1.684130 1.861314 0.8601659 0.5992886 0.9171950 1.1059760 0.9742029 1.1336757 0.7814447 0.8931611
[32,] 1.686490 1.863873 0.8628918 0.6011088 0.9192414 1.1076879 0.9759085 1.1347625 0.7829511 0.8944674
[33,] 1.686659 1.864056 0.8630865 0.6012388 0.9193876 1.1078101 0.9760304 1.1348401 0.7830588 0.8945607
[34,] 1.686996 1.864421 0.8634759 0.6014990 0.9196802 1.1080545 0.9762743 1.1349953 0.7832743 0.8947473
[35,] 1.698486 1.876850 0.8767156 0.6103655 0.9296552 1.1163447 0.9845869 1.1402685 0.7906366 0.9010851
[36,] 1.700855 1.879408 0.8794414 0.6121959 0.9317156 1.1180466 0.9863037 1.1413531 0.7921611 0.9023886
[37,] 1.709501 1.888731 0.8893708 0.6188782 0.9392414 1.1242318 0.9925736 1.1453003 0.7977397 0.9071337
[38,] 1.710180 1.889462 0.8901496 0.6194032 0.9398329 1.1247159 0.9930664 1.1456096 0.7981789 0.9075056
[39,] 1.711368 1.890741 0.8915124 0.6203224 0.9408686 1.1255627 0.9939291 1.1461508 0.7989481 0.9081564
[40,] 1.715105 1.894763 0.8957955 0.6232141 0.9441274 1.1282213 0.9966437 1.1478510 0.8013705 0.9102012
[41,] 1.716295 1.896043 0.8971583 0.6241351 0.9451655 1.1290663 0.9975084 1.1483918 0.8021428 0.9108516
[42,] 1.720548 1.900613 0.9020254 0.6274277 0.9488778 1.1320802 1.0006004 1.1503219 0.8049070 0.9131736
[43,] 1.722932 1.903172 0.9047509 0.6292740 0.9509599 1.1337653 1.0023346 1.1514020 0.8064591 0.9144735
[44,] 1.724124 1.904452 0.9061136 0.6301978 0.9520018 1.1346072 1.0032023 1.1519419 0.8072363 0.9151233
[45,] 1.726510 1.907012 0.9088390 0.6320467 0.9540874 1.1362894 1.0049393 1.1530213 0.8087929 0.9164226
[46,] 1.729409 1.910120 0.9121484 0.6342941 0.9566231 1.1383296 1.0070510 1.1543313 0.8106870 0.9179998
[47,] 1.730262 1.911034 0.9131218 0.6349556 0.9573695 1.1389290 1.0076726 1.1547164 0.8112449 0.9184636
[48,] 1.740343 1.921822 0.9246066 0.6427778 0.9662001 1.1459836 1.0150258 1.1592562 0.8178572 0.9239334
[49,] 1.740514 1.922004 0.9248013 0.6429106 0.9663501 1.1461028 1.0151507 1.1593331 0.8179698 0.9240260
[50,] 1.757492 1.940108 0.9440701 0.6561066 0.9812620 1.1578553 1.0275647 1.1669318 0.8291851 0.9331923
[51,] 1.759899 1.942669 0.9467947 0.6579798 0.9833802 1.1595084 1.0293277 1.1680047 0.8307831 0.9344876
[52,] 1.762135 1.945046 0.9493246 0.6597208 0.9853493 1.1610414 1.0309665 1.1690005 0.8322697 0.9356902
[53,] 1.763684 1.946692 0.9510760 0.6609269 0.9867136 1.1621016 1.0321020 1.1696898 0.8333003 0.9365226
[54,] 1.767646 1.950899 0.9555518 0.6640127 0.9902047 1.1648067 1.0350073 1.1714506 0.8359398 0.9386497
[55,] 1.768335 1.951631 0.9563302 0.6645499 0.9908125 1.1652765 1.0355130 1.1717567 0.8363996 0.9390196
[56,] 1.769542 1.952911 0.9576923 0.6654902 0.9918766 1.1660982 1.0363985 1.1722924 0.8372049 0.9396668
[57,] 1.769714 1.953094 0.9578869 0.6656246 0.9920287 1.1662155 1.0365250 1.1723689 0.8373200 0.9397593
[58,] 1.774891 1.958581 0.9637244 0.6696600 0.9965961 1.1697300 1.0403255 1.1746635 0.8407803 0.9425328
[59,] 1.786130 1.970472 0.9763707 0.6784316 1.0065293 1.1773070 1.0485888 1.1796305 0.8483244 0.9485412
[60,] 1.786823 1.971204 0.9771489 0.6789726 1.0071423 1.1777715 1.0490987 1.1799360 0.8487907 0.9489109
[61,] 1.789769 1.974314 0.9804560 0.6812737 1.0097494 1.1797435 1.0512671 1.1812340 0.8507754 0.9504824
[62,] 1.790115 1.974680 0.9808451 0.6815446 1.0100563 1.1799753 1.0515223 1.1813866 0.8510092 0.9506673
[63,] 1.790462 1.975046 0.9812342 0.6818155 1.0103633 1.1802070 1.0517777 1.1815393 0.8512430 0.9508522
[64,] 1.790809 1.975412 0.9816232 0.6820865 1.0106704 1.1804386 1.0520330 1.1816920 0.8514769 0.9510371
[65,] 1.792023 1.976693 0.9829849 0.6830351 1.0117454 1.1812490 1.0529271 1.1822263 0.8522961 0.9516843
[66,] 1.798793 1.983828 0.9905710 0.6883288 1.0177457 1.1857523 1.0579166 1.1852022 0.8568734 0.9552905
[67,] 1.798966 1.984011 0.9907655 0.6884647 1.0178998 1.1858675 1.0580448 1.1852784 0.8569910 0.9553830
[68,] 1.799314 1.984377 0.9911545 0.6887366 1.0182080 1.1860979 1.0583010 1.1854310 0.8572264 0.9555679
[69,] 1.809406 1.994991 1.0024347 0.6966369 1.0271675 1.1927552 1.0657490 1.1898537 0.8640790 0.9609343
[70,] 1.814462 2.000298 1.0080742 0.7005987 1.0316624 1.1960665 1.0694844 1.1920641 0.8675245 0.9636195
[71,] 1.815160 2.001030 1.0088521 0.7011458 1.0322832 1.1965224 1.0700002 1.1923689 0.8680007 0.9639900
[72,] 1.816731 2.002677 1.0106022 0.7023772 1.0336807 1.1975471 1.0711613 1.1930548 0.8690732 0.9648238
[73,] 1.817429 2.003409 1.0113800 0.7029248 1.0343021 1.1980022 1.0716776 1.1933596 0.8695503 0.9651944
[74,] 1.817953 2.003958 1.0119634 0.7033356 1.0347683 1.1983434 1.0720649 1.1935882 0.8699082 0.9654723
[75,] 1.820224 2.006338 1.0144912 0.7051165 1.0367897 1.1998203 1.0737442 1.1945787 0.8714609 0.9666771
[76,] 1.821272 2.007436 1.0156580 0.7059391 1.0377233 1.2005012 1.0745197 1.1950359 0.8721784 0.9672333
[77,] 1.824419 2.010730 1.0191581 0.7084086 1.0405269 1.2025406 1.0768482 1.1964072 0.8743343 0.9689024
[78,] 1.827044 2.013476 1.0220749 0.7104689 1.0428662 1.2042365 1.0787907 1.1975498 0.8761347 0.9702939
[79,] 1.827744 2.014208 1.0228527 0.7110187 1.0434904 1.2046882 1.0793090 1.1978545 0.8766154 0.9706651
[80,] 1.829320 2.015856 1.0246027 0.7122563 1.0448958 1.2057037 1.0804758 1.1985401 0.8776979 0.9715004
[81,] 1.829846 2.016405 1.0251861 0.7126689 1.0453644 1.2060419 1.0808649 1.1987686 0.8780590 0.9717789
[82,] 1.834753 2.021530 1.0306309 0.7165247 1.0497438 1.2091923 1.0845000 1.2009013 0.8814361 0.9743795
[83,] 1.834929 2.021713 1.0308253 0.7166626 1.0499004 1.2093046 1.0846299 1.2009775 0.8815569 0.9744724
[84,] 1.836157 2.022995 1.0321865 0.7176277 1.0509968 1.2100903 1.0855398 1.2015107 0.8824032 0.9751230
[85,] 1.837912 2.024826 1.0341312 0.7190073 1.0525641 1.2112114 1.0868403 1.2022723 0.8836134 0.9760526
[86,] 1.838087 2.025009 1.0343257 0.7191453 1.0527209 1.2113234 1.0869704 1.2023485 0.8837345 0.9761456
[87,] 1.838614 2.025558 1.0349091 0.7195594 1.0531914 1.2116594 1.0873607 1.2025770 0.8840980 0.9764245
[88,] 1.844588 2.031783 1.0415212 0.7242585 1.0585310 1.2154578 1.0917899 1.2051666 0.8882265 0.9795884
[89,] 1.846523 2.033797 1.0436606 0.7257811 1.0602616 1.2166829 1.0932250 1.2060045 0.8895660 0.9806129
[90,] 1.846875 2.034163 1.0440496 0.7260581 1.0605764 1.2169054 1.0934860 1.2061569 0.8898098 0.9807992
[91,] 1.847226 2.034529 1.0444386 0.7263351 1.0608912 1.2171279 1.0937470 1.2063092 0.8900536 0.9809856
[92,] 1.847402 2.034712 1.0446331 0.7264736 1.0610487 1.2172391 1.0938776 1.2063854 0.8901755 0.9810787
[93,] 1.848106 2.035444 1.0454110 0.7270278 1.0616785 1.2176838 1.0943998 1.2066901 0.8906634 0.9814515
[94,] 1.853919 2.041487 1.0518299 0.7316054 1.0668825 1.2213432 1.0987133 1.2092039 0.8946977 0.9845292
[95,] 1.854800 2.042403 1.0528025 0.7322999 1.0676722 1.2218962 1.0993676 1.2095849 0.8953104 0.9849959
[96,] 1.855858 2.043501 1.0539697 0.7331336 1.0686202 1.2225592 1.1001531 1.2100420 0.8960462 0.9855561
[97,] 1.860270 2.048079 1.0588334 0.7366110 1.0725747 1.2253158 1.1034290 1.2119469 0.8991180 0.9878920
[98,] 1.861682 2.049544 1.0603899 0.7377250 1.0738418 1.2261958 1.1044784 1.2125565 0.9001030 0.9886402
[99,] 1.863979 2.051925 1.0629193 0.7395367 1.0759024 1.2276236 1.1061847 1.2135473 0.9017058 0.9898565
[100,] 1.865393 2.053390 1.0644760 0.7406523 1.0771716 1.2285010 1.1072353 1.2141570 0.9026935 0.9906055
[101,] 1.867162 2.055222 1.0664220 0.7420477 1.0787590 1.2295962 1.1085494 1.2149193 0.9039294 0.9915421
[102,] 1.867692 2.055771 1.0670058 0.7424665 1.0792355 1.2299245 1.1089438 1.2151480 0.9043006 0.9918232
[103,] 1.868046 2.056137 1.0673950 0.7427458 1.0795532 1.2301433 1.1092067 1.2153004 0.9045480 0.9920106
[104,] 1.869639 2.057786 1.0691466 0.7440029 1.0809836 1.2311269 1.1103904 1.2159866 0.9056625 0.9928543
[105,] 1.870347 2.058518 1.0699251 0.7445619 1.0816196 1.2315637 1.1109167 1.2162915 0.9061582 0.9932294
[106,] 1.871763 2.059984 1.0714821 0.7456803 1.0828922 1.2324365 1.1119697 1.2169015 0.9071504 0.9939798
[107,] 1.872472 2.060716 1.0722607 0.7462397 1.0835288 1.2328725 1.1124964 1.2172065 0.9076469 0.9943551
[108,] 1.874066 2.062365 1.0740126 0.7474990 1.0849619 1.2338526 1.1136818 1.2178929 0.9087650 0.9952000
[109,] 1.876725 2.065112 1.0769326 0.7495995 1.0873525 1.2354832 1.1156590 1.2190369 0.9106312 0.9966091
[110,] 1.878499 2.066944 1.0788795 0.7510010 1.0889478 1.2365682 1.1169780 1.2197998 0.9118774 0.9975492
[111,] 1.879918 2.068410 1.0804371 0.7521229 1.0902249 1.2374351 1.1180338 1.2204101 0.9128755 0.9983017
[112,] 1.880806 2.069325 1.0814106 0.7528244 1.0910234 1.2379764 1.1186940 1.2207917 0.9134999 0.9987722
[113,] 1.884713 2.073356 1.0856948 0.7559137 1.0945408 1.2403533 1.1216008 1.2224707 0.9162518 1.0008443
[114,] 1.888802 2.077569 1.0901747 0.7591485 1.0982244 1.2428299 1.1246437 1.2242268 0.9191373 1.0030137
[115,] 1.890937 2.079768 1.0925124 0.7608381 1.1001488 1.2441186 1.1262329 1.2251434 0.9206462 1.0041469
[116,] 1.892361 2.081234 1.0940710 0.7619653 1.1014327 1.2449765 1.1272929 1.2257546 0.9216534 1.0049029
[117,] 1.893785 2.082699 1.0956298 0.7630931 1.1027175 1.2458333 1.1283534 1.2263660 0.9226618 1.0056594
[118,] 1.895210 2.084165 1.0971886 0.7642215 1.1040029 1.2466891 1.1294144 1.2269774 0.9236712 1.0064162
[119,] 1.895923 2.084898 1.0979681 0.7647860 1.1046460 1.2471166 1.1299451 1.2272832 0.9241762 1.0067948
[120,] 1.896101 2.085081 1.0981630 0.7649271 1.1048068 1.2472234 1.1300778 1.2273597 0.9243026 1.0068895
[121,] 1.898597 2.087646 1.1008915 0.7669039 1.1070591 1.2487174 1.1319362 1.2284302 0.9260727 1.0082155
[122,] 1.900024 2.089112 1.1024509 0.7680344 1.1083473 1.2495697 1.1329988 1.2290421 0.9270858 1.0089739
[123,] 1.905380 2.094610 1.1082997 0.7722789 1.1131847 1.2527564 1.1369876 1.2313383 0.9308942 1.0118218
[124,] 1.909312 2.098641 1.1125903 0.7753970 1.1167392 1.2550840 1.1399169 1.2330237 0.9336968 1.0139145
[125,] 1.909490 2.098825 1.1127853 0.7755388 1.1169009 1.2551896 1.1400501 1.2331004 0.9338244 1.0140097
[126,] 1.910206 2.099558 1.1135655 0.7761063 1.1175478 1.2556119 1.1405831 1.2334070 0.9343349 1.0143906
[127,] 1.911279 2.100657 1.1147360 0.7769577 1.1185186 1.2562448 1.1413829 1.2338669 0.9351012 1.0149622
[128,] 1.913606 2.103040 1.1172722 0.7788037 1.1206235 1.2576141 1.1431165 1.2348640 0.9367637 1.0162016
[129,] 1.914680 2.104139 1.1184429 0.7796562 1.1215957 1.2582452 1.1439170 1.2353243 0.9375319 1.0167741
[130,] 1.914859 2.104323 1.1186381 0.7797983 1.1217578 1.2583503 1.1440504 1.2354010 0.9376600 1.0168696
[131,] 1.915934 2.105422 1.1198089 0.7806512 1.1227305 1.2589807 1.1448512 1.2358615 0.9384290 1.0174424
[132,] 1.916113 2.105606 1.1200040 0.7807934 1.1228927 1.2590857 1.1449847 1.2359383 0.9385573 1.0175379
[133,] 1.917905 2.107439 1.1219557 0.7822158 1.1245150 1.2601348 1.1463201 1.2367060 0.9398405 1.0184933
[134,] 1.918622 2.108172 1.1227364 0.7827850 1.1251642 1.2605540 1.1468544 1.2370132 0.9403543 1.0188757
[135,] 1.919339 2.108905 1.1235172 0.7833544 1.1258137 1.2609729 1.1473888 1.2373205 0.9408684 1.0192583
[136,] 1.920953 2.110555 1.1252741 0.7846360 1.1272756 1.2619146 1.1485917 1.2380120 0.9420261 1.0201195
[137,] 1.921132 2.110738 1.1254693 0.7847784 1.1274381 1.2620191 1.1487254 1.2380889 0.9421548 1.0202152
[138,] 1.922029 2.111654 1.1264455 0.7854908 1.1282508 1.2625416 1.1493940 1.2384732 0.9427986 1.0206939
[139,] 1.922567 2.112204 1.1270312 0.7859183 1.1287386 1.2628549 1.1497952 1.2387039 0.9431852 1.0209813
[140,] 1.923823 2.113487 1.1283980 0.7869162 1.1298772 1.2635854 1.1507316 1.2392422 0.9440877 1.0216521
[141,] 1.925260 2.114954 1.1299603 0.7880573 1.1311791 1.2644192 1.1518022 1.2398576 0.9451202 1.0224192
[142,] 1.925619 2.115320 1.1303509 0.7883426 1.1315047 1.2646275 1.1520699 1.2400115 0.9453785 1.0226111
[143,] 1.928673 2.118437 1.1336714 0.7907696 1.1342744 1.2663954 1.1543467 1.2413202 0.9475769 1.0242434
[144,] 1.932089 2.121920 1.1373837 0.7934854 1.1373741 1.2683659 1.1568936 1.2427844 0.9500402 1.0260707
[145,] 1.933348 2.123203 1.1387516 0.7944867 1.1385172 1.2690904 1.1578325 1.2433241 0.9509493 1.0267446
[146,] 1.936048 2.125953 1.1416835 0.7966341 1.1409687 1.2706403 1.1598456 1.2444816 0.9529004 1.0281903
[147,] 1.936769 2.126687 1.1424654 0.7972071 1.1416229 1.2710530 1.1603827 1.2447904 0.9534214 1.0285762
[148,] 1.937489 2.127420 1.1432474 0.7977802 1.1422773 1.2714655 1.1609199 1.2450993 0.9539427 1.0289622
[149,] 1.939291 2.129254 1.1452027 0.7992137 1.1439142 1.2724955 1.1622634 1.2458718 0.9552472 1.0299278
[150,] 1.940372 2.130354 1.1463760 0.8000742 1.1448969 1.2731127 1.1630698 1.2463356 0.9560307 1.0305076
[151,] 1.941634 2.131637 1.1477450 0.8010786 1.1460440 1.2738322 1.1640109 1.2468768 0.9569457 1.0311844
[152,] 1.943618 2.133654 1.1498967 0.8026578 1.1478477 1.2749611 1.1654904 1.2477279 0.9583853 1.0322488
[153,] 1.949396 2.139522 1.1561585 0.8072583 1.1531034 1.2782348 1.1697988 1.2502071 0.9625860 1.0353515
[154,] 1.951926 2.142090 1.1588992 0.8092740 1.1554066 1.2796620 1.1716859 1.2512934 0.9644298 1.0367118
[155,] 1.952288 2.142456 1.1592908 0.8095621 1.1557359 1.2798656 1.1719555 1.2514487 0.9646935 1.0369062
[156,] 1.955001 2.145207 1.1622282 0.8117240 1.1582066 1.2813910 1.1739789 1.2526139 0.9666735 1.0383659
[157,] 1.955363 2.145574 1.1626199 0.8120125 1.1585363 1.2815941 1.1742488 1.2527694 0.9669379 1.0385606
[158,] 1.956449 2.146674 1.1637951 0.8128779 1.1595255 1.2822031 1.1750586 1.2532359 0.9677313 1.0391452
[159,] 1.960071 2.150343 1.1677136 0.8157653 1.1628259 1.2842292 1.1777596 1.2547925 0.9703809 1.0410959
[160,] 1.960433 2.150709 1.1681056 0.8160542 1.1631563 1.2844315 1.1780299 1.2549483 0.9706463 1.0412912
[161,] 1.962608 2.152910 1.1704575 0.8177886 1.1651391 1.2856439 1.1796518 1.2558835 0.9722401 1.0424636
[162,] 1.964784 2.155112 1.1728101 0.8195243 1.1671237 1.2868541 1.1812746 1.2568196 0.9738366 1.0436374
[163,] 1.964965 2.155295 1.1730062 0.8196690 1.1672892 1.2869549 1.1814099 1.2568976 0.9739698 1.0437352
[164,] 1.965328 2.155662 1.1733983 0.8199584 1.1676201 1.2871563 1.1816804 1.2570538 0.9742362 1.0439310
[165,] 1.966417 2.156762 1.1745749 0.8208270 1.1686133 1.2877604 1.1824923 1.2575223 0.9750358 1.0445185
[166,] 1.969140 2.159514 1.1775170 0.8229997 1.1710981 1.2892681 1.1845228 1.2586945 0.9770379 1.0459887
[167,] 1.972047 2.162449 1.1806562 0.8253196 1.1737514 1.2908727 1.1866902 1.2599464 0.9791782 1.0475592
[168,] 1.972956 2.163366 1.1816375 0.8260451 1.1745812 1.2913733 1.1873678 1.2603380 0.9798481 1.0480505
[169,] 1.975319 2.165751 1.1841892 0.8279323 1.1767400 1.2926733 1.1891303 1.2613569 0.9815919 1.0493288
[170,] 1.976411 2.166852 1.1853672 0.8288038 1.1777371 1.2932725 1.1899440 1.2618276 0.9823978 1.0499194
[171,] 1.978777 2.169237 1.1879201 0.8306933 1.1798988 1.2945688 1.1917079 1.2628482 0.9841464 1.0512000
[172,] 1.979141 2.169604 1.1883129 0.8309842 1.1802316 1.2947680 1.1919794 1.2630053 0.9844157 1.0513972
[173,] 1.982419 2.172907 1.1918490 0.8336033 1.1832284 1.2965584 1.1944235 1.2644206 0.9868430 1.0531733
[174,] 1.985154 2.175659 1.1947969 0.8357882 1.1857287 1.2980468 1.1964617 1.2656019 0.9888705 1.0546558
[175,] 1.993185 2.183733 1.2034504 0.8422089 1.1930779 1.3023942 1.2024475 1.2690765 0.9948437 1.0590167
[176,] 1.994099 2.184651 1.2044343 0.8429397 1.1939144 1.3028865 1.2031284 1.2694723 0.9955249 1.0595134
[177,] 1.994647 2.185202 1.2050247 0.8433783 1.1944165 1.3031817 1.2035370 1.2697098 0.9959339 1.0598116
[178,] 1.997756 2.188322 1.2083713 0.8458650 1.1972635 1.3048522 1.2058532 1.2710573 0.9982548 1.0615028
[179,] 2.001600 2.192176 1.2125073 0.8489405 1.2007849 1.3069100 1.2087166 1.2727250 1.0011300 1.0635959
[180,] 2.002149 2.192726 1.2130984 0.8493801 1.2012883 1.3072035 1.2091258 1.2729636 1.0015415 1.0638953
[181,] 2.003614 2.194195 1.2146747 0.8505530 1.2026314 1.3079855 1.2102173 1.2736000 1.0026397 1.0646940
[182,] 2.005997 2.196581 1.2172370 0.8524602 1.2048155 1.3092544 1.2119918 1.2746353 1.0044271 1.0659934
[183,] 2.006180 2.196765 1.2174341 0.8526070 1.2049836 1.3093519 1.2121283 1.2747150 1.0045647 1.0660934
[184,] 2.007647 2.198233 1.2190114 0.8537814 1.2063287 1.3101315 1.2132207 1.2753529 1.0056665 1.0668939
[185,] 2.015909 2.206494 1.2278901 0.8603987 1.2139082 1.3145003 1.2193717 1.2789510 1.0118891 1.0714090
[186,] 2.016460 2.207045 1.2284824 0.8608405 1.2144143 1.3147906 1.2197821 1.2791914 1.0123055 1.0717107
[187,] 2.020138 2.210717 1.2324324 0.8637879 1.2177909 1.3167227 1.2225193 1.2807967 1.0150860 1.0737248
[188,] 2.022531 2.213104 1.2350011 0.8657057 1.2199881 1.3179757 1.2242996 1.2818420 1.0168978 1.0750361
[189,] 2.023819 2.214389 1.2363846 0.8667389 1.2211720 1.3186494 1.2252585 1.2824054 1.0178749 1.0757430
[190,] 2.026951 2.217511 1.2397459 0.8692502 1.2240493 1.3202830 1.2275883 1.2837757 1.0202522 1.0774618
[191,] 2.028242 2.218796 1.2411305 0.8702849 1.2252351 1.3209546 1.2285480 1.2843407 1.0212328 1.0781705
[192,] 2.030639 2.221184 1.2437025 0.8722079 1.2274386 1.3222000 1.2303309 1.2853911 1.0230568 1.0794880
[193,] 2.031008 2.221551 1.2440983 0.8725038 1.2277777 1.3223914 1.2306052 1.2855529 1.0233378 1.0796908
[194,] 2.032115 2.222653 1.2452858 0.8733919 1.2287955 1.3229653 1.2314284 1.2860383 1.0241811 1.0802996
[195,] 2.034884 2.225407 1.2482556 0.8756137 1.2313416 1.3243981 1.2334871 1.2872535 1.0262928 1.0818234
[196,] 2.038765 2.229264 1.2524155 0.8787275 1.2349103 1.3263991 1.2363710 1.2889582 1.0292573 1.0839608
[197,] 2.040244 2.230734 1.2540010 0.8799147 1.2362710 1.3271598 1.2374701 1.2896088 1.0303892 1.0847764
[198,] 2.040429 2.230917 1.2541992 0.8800632 1.2364412 1.3272549 1.2376076 1.2896902 1.0305307 1.0848784
[199,] 2.046536 2.236979 1.2607438 0.8849669 1.2420620 1.3303841 1.2421445 1.2923806 1.0352150 1.0882504
[200,] 2.050613 2.241020 1.2651107 0.8882415 1.2458157 1.3324626 1.2451717 1.2941801 1.0383509 1.0905054
[201,] 2.055623 2.245981 1.2704744 0.8922662 1.2504295 1.3350051 1.2488896 1.2963952 1.0422140 1.0932804
[202,] 2.062684 2.252963 1.2780317 0.8979416 1.2569362 1.3385681 1.2541272 1.2995253 1.0476777 1.0972004
[203,] 2.064730 2.254984 1.2802212 0.8995869 1.2588226 1.3395962 1.2556444 1.3004342 1.0492652 1.0983384
[204,] 2.065102 2.255352 1.2806194 0.8998861 1.2591657 1.3397829 1.2559203 1.3005995 1.0495541 1.0985454
[205,] 2.067336 2.257557 1.2830090 0.9016824 1.2612252 1.3409024 1.2575760 1.3015927 1.0512894 1.0997888
[206,] 2.073485 2.263621 1.2895858 0.9066288 1.2668967 1.3439718 1.2621321 1.3043315 1.0560778 1.1032170
[207,] 2.074791 2.264908 1.2909819 0.9076793 1.2681012 1.3446212 1.2630990 1.3049139 1.0570966 1.1039459
[208,] 2.078711 2.268768 1.2951722 0.9108333 1.2717177 1.3465657 1.2660009 1.3066644 1.0601593 1.1061363
[209,] 2.083008 2.272996 1.2997654 0.9142922 1.2756839 1.3486893 1.2691809 1.3085869 1.0635248 1.1085416
[210,] 2.083195 2.273179 1.2999652 0.9144427 1.2758564 1.3487814 1.2693192 1.3086707 1.0636714 1.1086463
[211,] 2.085252 2.275201 1.3021634 0.9160987 1.2777553 1.3497946 1.2708408 1.3095923 1.0652854 1.1097992
[212,] 2.085626 2.275569 1.3025632 0.9163999 1.2781007 1.3499787 1.2711174 1.3097600 1.0655791 1.1100090
[213,] 2.086936 2.276856 1.3039626 0.9174544 1.2793099 1.3506225 1.2720860 1.3103473 1.0666078 1.1107436
[214,] 2.087123 2.277040 1.3041626 0.9176050 1.2794827 1.3507144 1.2722243 1.3104313 1.0667549 1.1108486
[215,] 2.089931 2.279797 1.3071628 0.9198662 1.2820756 1.3520919 1.2743003 1.3116918 1.0689633 1.1124251
[216,] 2.090680 2.280533 1.3079631 0.9204696 1.2827674 1.3524587 1.2748541 1.3120283 1.0695531 1.1128460
[217,] 2.107949 2.297450 1.3264055 0.9343842 1.2987237 1.3608435 1.2876035 1.3198183 1.0832138 1.1225846
[218,] 2.108702 2.298186 1.3272088 0.9349908 1.2994193 1.3612057 1.2881584 1.3201591 1.0838120 1.1230106
[219,] 2.116612 2.305911 1.3356523 0.9413686 1.3067333 1.3649981 1.2939876 1.3237493 1.0901133 1.1274966
[220,] 2.119630 2.308854 1.3388726 0.9438021 1.3095241 1.3664374 1.2962095 1.3251224 1.0925239 1.1292120
[221,] 2.124538 2.313637 1.3441102 0.9477611 1.3140645 1.3687698 1.2998214 1.3273601 1.0964527 1.1320071
[222,] 2.124727 2.313821 1.3443117 0.9479135 1.3142393 1.3688593 1.2999604 1.3274464 1.0966041 1.1321148
[223,] 2.128507 2.317500 1.3483445 0.9509629 1.3177365 1.3706479 1.3027400 1.3291734 1.0996366 1.1342716
[224,] 2.130398 2.319340 1.3503621 0.9524888 1.3194865 1.3715404 1.3041302 1.3300387 1.1011560 1.1353522
[225,] 2.133426 2.322284 1.3535920 0.9549320 1.3222886 1.3729661 1.3063550 1.3314258 1.1035915 1.1370841
[226,] 2.139110 2.327805 1.3596535 0.9595188 1.3275491 1.3756312 1.3105281 1.3340349 1.1081724 1.1403412
[227,] 2.145561 2.334062 1.3665319 0.9647261 1.3335212 1.3786392 1.3152600 1.3370055 1.1133866 1.1440484
[228,] 2.145941 2.334430 1.3669368 0.9650328 1.3338728 1.3788158 1.3155385 1.3371807 1.1136941 1.1442670
[229,] 2.148031 2.336455 1.3691643 0.9667197 1.3358075 1.3797859 1.3170699 1.3381451 1.1153865 1.1454703
[230,] 2.158305 2.346395 1.3801131 0.9750159 1.3453213 1.3845283 1.3245914 1.3429022 1.1237300 1.1514031
[231,] 2.184297 2.371440 1.4077880 0.9960174 1.3693998 1.3963281 1.3435561 1.3550537 1.1449912 1.1665361
[232,] 2.212968 2.398895 1.4382683 1.0192033 1.3959670 1.4090266 1.3643594 1.3686570 1.1686622 1.1834382
[233,] 2.217025 2.402765 1.4425773 1.0224860 1.3997266 1.4107977 1.3672928 1.3705989 1.1720281 1.1858488
[234,] 2.221667 2.407190 1.4475058 1.0262422 1.4040279 1.4128164 1.3706455 1.3728257 1.1758836 1.1886127
[235,] 2.238927 2.423600 1.4658182 1.0402132 1.4200199 1.4202517 1.3830805 1.3811531 1.1902616 1.1989465
[236,] 2.248850 2.433006 1.4763369 1.0482489 1.4292128 1.4244774 1.3902067 1.3859747 1.1985571 1.2049299
[237,] 2.255480 2.439279 1.4833594 1.0536181 1.4353529 1.4272806 1.3949575 1.3892091 1.2041100 1.2089444
[238,] 2.258213 2.441862 1.4862534 1.0558318 1.4378839 1.4284316 1.3969137 1.3905455 1.2064017 1.2106036
[239,] 2.264075 2.447397 1.4924592 1.0605808 1.4433125 1.4308920 1.4011055 1.3934184 1.2113226 1.2141709
[240,] 2.270141 2.453118 1.4988782 1.0654960 1.4489293 1.4334256 1.4054368 1.3963999 1.2164221 1.2178746
[241,] 2.272492 2.455332 1.5013648 1.0674007 1.4511056 1.4344040 1.4071134 1.3975576 1.2184001 1.2193131
[242,] 2.328919 2.508152 1.5609056 1.1131421 1.5032881 1.4573465 1.4470541 1.4257189 1.2661878 1.2544122
[243,] 2.331900 2.510924 1.5640427 1.1155590 1.5060411 1.4585307 1.4491475 1.4272262 1.2687288 1.2562954
[244,] 2.375868 2.551605 1.6102087 1.1512065 1.5465924 1.4756982 1.4798266 1.4497065 1.3064115 1.2843552
n=220 n=340 n=510 n=760
[1,] 0.7646408 0.7227679 0.8157685 0.6650451
[2,] 0.8000251 0.7760637 0.8262217 0.7122952
[3,] 0.8041562 0.7824459 0.8275410 0.7179219
[4,] 0.8136957 0.7972605 0.8307010 0.7310186
[5,] 0.8203706 0.8076713 0.8330190 0.7402673
[6,] 0.8290717 0.8212751 0.8361849 0.7524203
[7,] 0.8295187 0.8219745 0.8363521 0.7530472
[8,] 0.8354115 0.8311973 0.8385985 0.7613304
[9,] 0.8419187 0.8413778 0.8411706 0.7705136
[10,] 0.8519809 0.8570744 0.8453381 0.7847783
[11,] 0.8546176 0.8611718 0.8464688 0.7885277
[12,] 0.8549192 0.8616399 0.8465992 0.7889568
[13,] 0.8557488 0.8629271 0.8469589 0.7901377
[14,] 0.8575601 0.8657342 0.8477497 0.7927176
[15,] 0.8594488 0.8686564 0.8485823 0.7954103
[16,] 0.8615665 0.8719267 0.8495256 0.7984326
[17,] 0.8658852 0.8785737 0.8514812 0.8046070
[18,] 0.8669475 0.8802038 0.8519687 0.8061281
[19,] 0.8684663 0.8825307 0.8526702 0.8083043
[20,] 0.8799774 0.9000150 0.8581626 0.8248647
[21,] 0.8805130 0.9008215 0.8584261 0.8256382
[22,] 0.8871080 0.9106982 0.8617324 0.8351867
[23,] 0.8921886 0.9182352 0.8643620 0.8425713
[24,] 0.8934228 0.9200563 0.8650120 0.8443691
[25,] 0.8974412 0.9259584 0.8671591 0.8502321
[26,] 0.9003847 0.9302548 0.8687620 0.8545362
[27,] 0.9033341 0.9345366 0.8703939 0.8588569
[28,] 0.9066011 0.9392514 0.8722318 0.8636515
[29,] 0.9076139 0.9407070 0.8728081 0.8651395
[30,] 0.9086273 0.9421606 0.8733878 0.8666295
[31,] 0.9088613 0.9424958 0.8735221 0.8669736
[32,] 0.9099537 0.9440588 0.8741513 0.8685809
[33,] 0.9100318 0.9441704 0.8741964 0.8686957
[34,] 0.9101879 0.9443935 0.8742867 0.8689255
[35,] 0.9155060 0.9519522 0.8774060 0.8767652
[36,] 0.9166033 0.9535019 0.8780605 0.8783856
[37,] 0.9206068 0.9591281 0.8804816 0.8843053
[38,] 0.9209212 0.9595681 0.8806740 0.8847707
[39,] 0.9214716 0.9603376 0.8810114 0.8855856
[40,] 0.9232027 0.9627520 0.8820792 0.8881494
[41,] 0.9237538 0.9635190 0.8824212 0.8889661
[42,] 0.9257237 0.9662534 0.8836519 0.8918866
[43,] 0.9268279 0.9677813 0.8843474 0.8935245
[44,] 0.9273802 0.9685444 0.8846968 0.8943440
[45,] 0.9284854 0.9700687 0.8853991 0.8959843
[46,] 0.9298283 0.9719163 0.8862580 0.8979783
[47,] 0.9302234 0.9724590 0.8865119 0.8985651
[48,] 0.9348922 0.9788391 0.8895521 0.9055042
[49,] 0.9349715 0.9789469 0.8896043 0.9056221
[50,] 0.9428277 0.9895487 0.8948925 0.9173173
[51,] 0.9439405 0.9910373 0.8956591 0.9189758
[52,] 0.9449742 0.9924172 0.8963751 0.9205167
[53,] 0.9456900 0.9933711 0.8968733 0.9215840
[54,] 0.9475200 0.9958038 0.8981550 0.9243133
[55,] 0.9478383 0.9962262 0.8983793 0.9247882
[56,] 0.9483955 0.9969647 0.8987726 0.9256195
[57,] 0.9484751 0.9970702 0.8988289 0.9257383
[58,] 0.9508637 1.0002272 0.9005287 0.9293038
[59,] 0.9560426 1.0070236 0.9042867 0.9370435
[60,] 0.9563614 1.0074399 0.9045213 0.9375204
[61,] 0.9577165 1.0092065 0.9055228 0.9395485
[62,] 0.9578759 1.0094141 0.9056411 0.9397872
[63,] 0.9580354 1.0096216 0.9057595 0.9400260
[64,] 0.9581948 1.0098290 0.9058780 0.9402647
[65,] 0.9587528 1.0105546 0.9062934 0.9411005
[66,] 0.9618621 1.0145844 0.9086299 0.9457622
[67,] 0.9619418 1.0146875 0.9086903 0.9458819
[68,] 0.9621012 1.0148935 0.9088112 0.9461212
[69,] 0.9667251 1.0208434 0.9123583 0.9530730
[70,] 0.9690366 1.0238003 0.9141624 0.9565577
[71,] 0.9693554 1.0242072 0.9144128 0.9570389
[72,] 0.9700726 1.0251218 0.9149777 0.9581219
[73,] 0.9703914 1.0255280 0.9152294 0.9586034
[74,] 0.9706305 1.0258324 0.9154184 0.9589646
[75,] 0.9716663 1.0271502 0.9162400 0.9605307
[76,] 0.9721443 1.0277576 0.9166206 0.9612540
[77,] 0.9735783 1.0295767 0.9177676 0.9634255
[78,] 0.9747730 1.0310891 0.9187293 0.9652370
[79,] 0.9750915 1.0314919 0.9189867 0.9657204
[80,] 0.9758082 1.0323972 0.9195673 0.9668085
[81,] 0.9760470 1.0326988 0.9197612 0.9671713
[82,] 0.9782759 1.0355068 0.9215819 0.9705616
[83,] 0.9783555 1.0356068 0.9216473 0.9706828
[84,] 0.9789126 1.0363070 0.9221056 0.9715315
[85,] 0.9797082 1.0373060 0.9227624 0.9727446
[86,] 0.9797878 1.0374058 0.9228282 0.9728660
[87,] 0.9800264 1.0377052 0.9230258 0.9732301
[88,] 0.9827303 1.0410891 0.9252803 0.9773626
[89,] 0.9836048 1.0421803 0.9260157 0.9787019
[90,] 0.9837637 1.0423785 0.9261497 0.9789455
[91,] 0.9839227 1.0425767 0.9262838 0.9791891
[92,] 0.9840021 1.0426758 0.9263509 0.9793110
[93,] 0.9843200 1.0430719 0.9266195 0.9797984
[94,] 0.9869416 1.0463312 0.9288503 0.9838259
[95,] 0.9873386 1.0468237 0.9291905 0.9844371
[96,] 0.9878151 1.0474143 0.9295997 0.9851708
[97,] 0.9897994 1.0498695 0.9313137 0.9882318
[98,] 0.9904342 1.0506534 0.9318654 0.9892127
[99,] 0.9914655 1.0519252 0.9327651 0.9908080
[100,] 0.9920999 1.0527068 0.9333208 0.9917906
[101,] 0.9928929 1.0536825 0.9340176 0.9930198
[102,] 0.9931307 1.0539749 0.9342271 0.9933888
[103,] 0.9932893 1.0541698 0.9343669 0.9936348
[104,] 0.9940027 1.0550461 0.9349972 0.9947425
[105,] 0.9943197 1.0554353 0.9352779 0.9952351
[106,] 0.9949537 1.0562129 0.9358406 0.9962207
[107,] 0.9952706 1.0566014 0.9361225 0.9967138
[108,] 0.9959836 1.0574747 0.9367582 0.9978239
[109,] 0.9971716 1.0589277 0.9378221 0.9996760
[110,] 0.9979634 1.0598948 0.9385343 1.0009121
[111,] 0.9985966 1.0606675 0.9391059 1.0019017
[112,] 0.9989924 1.0611500 0.9394639 1.0025206
[113,] 1.0007330 1.0632691 0.9410462 1.0052471
[114,] 1.0025517 1.0654778 0.9427129 1.0081035
[115,] 1.0035002 1.0666274 0.9435876 1.0095963
[116,] 1.0041323 1.0673928 0.9441726 1.0105924
[117,] 1.0047642 1.0681574 0.9447592 1.0115894
[118,] 1.0053960 1.0689212 0.9453473 1.0125871
[119,] 1.0057119 1.0693028 0.9456419 1.0130862
[120,] 1.0057909 1.0693981 0.9457156 1.0132111
[121,] 1.0068960 1.0707319 0.9467502 1.0149599
[122,] 1.0075273 1.0714930 0.9473434 1.0159603
[123,] 1.0098932 1.0743400 0.9495819 1.0197193
[124,] 1.0116267 1.0764209 0.9512371 1.0224832
[125,] 1.0117055 1.0765154 0.9513126 1.0226090
[126,] 1.0120205 1.0768930 0.9516149 1.0231123
[127,] 1.0124930 1.0774592 0.9520691 1.0238675
[128,] 1.0135164 1.0786844 0.9530560 1.0255055
[129,] 1.0139885 1.0792492 0.9535129 1.0262623
[130,] 1.0140672 1.0793433 0.9535891 1.0263884
[131,] 1.0145393 1.0799076 0.9540470 1.0271457
[132,] 1.0146179 1.0800016 0.9541234 1.0272720
[133,] 1.0154044 1.0809412 0.9548887 1.0285352
[134,] 1.0157190 1.0813166 0.9551955 1.0290409
[135,] 1.0160334 1.0816919 0.9555027 1.0295468
[136,] 1.0167409 1.0825357 0.9561952 1.0306857
[137,] 1.0168195 1.0826294 0.9562723 1.0308123
[138,] 1.0172124 1.0830977 0.9566579 1.0314456
[139,] 1.0174481 1.0833786 0.9568897 1.0318257
[140,] 1.0179980 1.0840335 0.9574311 1.0327130
[141,] 1.0186262 1.0847813 0.9580514 1.0337278
[142,] 1.0187833 1.0849681 0.9582067 1.0339816
[143,] 1.0201177 1.0865545 0.9595307 1.0361412
[144,] 1.0216083 1.0883237 0.9610186 1.0385588
[145,] 1.0221572 1.0889746 0.9615690 1.0394506
[146,] 1.0233331 1.0903674 0.9627524 1.0413635
[147,] 1.0236466 1.0907385 0.9630689 1.0418741
[148,] 1.0239600 1.0911093 0.9633858 1.0423848
[149,] 1.0247434 1.0920357 0.9641797 1.0436623
[150,] 1.0252133 1.0925911 0.9646572 1.0444294
[151,] 1.0257615 1.0932385 0.9652155 1.0453248
[152,] 1.0266226 1.0942548 0.9660951 1.0467329
[153,] 1.0291261 1.0972044 0.9686712 1.0508362
[154,] 1.0302206 1.0984916 0.9698063 1.0526345
[155,] 1.0303769 1.0986753 0.9699688 1.0528916
[156,] 1.0315490 1.1000520 0.9711912 1.0548208
[157,] 1.0317053 1.1002354 0.9713546 1.0550782
[158,] 1.0321740 1.1007853 0.9718455 1.0558505
[159,] 1.0337356 1.1026158 0.9734882 1.0584274
[160,] 1.0338917 1.1027987 0.9736531 1.0586852
[161,] 1.0348281 1.1038949 0.9746442 1.0602332
[162,] 1.0357643 1.1049897 0.9756391 1.0617824
[163,] 1.0358423 1.1050809 0.9757221 1.0619116
[164,] 1.0359982 1.1052632 0.9758884 1.0621699
[165,] 1.0364661 1.1058100 0.9763877 1.0629451
[166,] 1.0376355 1.1071754 0.9776400 1.0648844
[167,] 1.0388823 1.1086296 0.9789823 1.0669550
[168,] 1.0392718 1.1090835 0.9794032 1.0676025
[169,] 1.0402842 1.1102628 0.9805006 1.0692869
[170,] 1.0407514 1.1108066 0.9810086 1.0700647
[171,] 1.0417632 1.1119838 0.9821127 1.0717509
[172,] 1.0419189 1.1121648 0.9822829 1.0720104
[173,] 1.0433193 1.1137921 0.9838202 1.0743474
[174,] 1.0444857 1.1151463 0.9851082 1.0762966
[175,] 1.0479045 1.1191092 0.9889228 1.0820231
[176,] 1.0482927 1.1195587 0.9893598 1.0826746
[177,] 1.0485256 1.1198283 0.9896224 1.0830656
[178,] 1.0498451 1.1213550 0.9911151 1.0852825
[179,] 1.0514741 1.1232385 0.9929708 1.0880235
[180,] 1.0517068 1.1235074 0.9932370 1.0884153
[181,] 1.0523270 1.1242241 0.9939481 1.0894604
[182,] 1.0533347 1.1253880 0.9951077 1.0911596
[183,] 1.0534121 1.1254775 0.9951971 1.0912904
[184,] 1.0540320 1.1261933 0.9959134 1.0923366
[185,] 1.0575158 1.1302135 0.9999789 1.0982291
[186,] 1.0577479 1.1304811 1.0002521 1.0986224
[187,] 1.0592945 1.1322646 1.0020807 1.1012455
[188,] 1.0602992 1.1334229 1.0032760 1.1029517
[189,] 1.0608401 1.1340464 1.0039218 1.1038708
[190,] 1.0621530 1.1355597 1.0054964 1.1061040
[191,] 1.0626934 1.1361825 1.0061475 1.1070240
[192,] 1.0636967 1.1373388 1.0073607 1.1087332
[193,] 1.0638510 1.1375166 1.0075478 1.1089963
[194,] 1.0643139 1.1380500 1.0081099 1.1097854
[195,] 1.0654707 1.1393831 1.0095202 1.1117592
[196,] 1.0670893 1.1412484 1.0115066 1.1145241
[197,] 1.0677056 1.1419587 1.0122670 1.1155779
[198,] 1.0677826 1.1420475 1.0123621 1.1157096
[199,] 1.0703231 1.1449762 1.0155213 1.1200593
[200,] 1.0720153 1.1469278 1.0176466 1.1229613
[201,] 1.0740904 1.1493223 1.0202761 1.1265250
[202,] 1.0770079 1.1526919 1.0240165 1.1315437
[203,] 1.0778518 1.1536674 1.0251080 1.1329971
[204,] 1.0780052 1.1538448 1.0253068 1.1332613
[205,] 1.0789254 1.1549090 1.0265028 1.1348470
[206,] 1.0814544 1.1578366 1.0298161 1.1392084
[207,] 1.0819905 1.1584579 1.0305236 1.1401337
[208,] 1.0835982 1.1603221 1.0326558 1.1429096
[209,] 1.0853580 1.1623649 1.0350082 1.1459500
[210,] 1.0854345 1.1624538 1.0351108 1.1460821
[211,] 1.0862758 1.1634313 1.0362426 1.1475362
[212,] 1.0864287 1.1636091 1.0364489 1.1478006
[213,] 1.0869639 1.1642314 1.0371717 1.1487259
[214,] 1.0870403 1.1643203 1.0372751 1.1488581
[215,] 1.0881868 1.1656544 1.0388303 1.1508408
[216,] 1.0884924 1.1660103 1.0392463 1.1513695
[217,] 1.0955143 1.1742137 1.0489692 1.1635241
[218,] 1.0958193 1.1745713 1.0493987 1.1640523
[219,] 1.0990204 1.1783299 1.0539433 1.1695946
[220,] 1.1002393 1.1797641 1.0556913 1.1717044
[221,] 1.1022195 1.1820974 1.0585517 1.1751308
[222,] 1.1022957 1.1821872 1.0586622 1.1752625
[223,] 1.1038186 1.1839846 1.0608801 1.1778959
[224,] 1.1045799 1.1848841 1.0619946 1.1792119
[225,] 1.1057979 1.1863245 1.0637854 1.1813164
[226,] 1.1080815 1.1890290 1.0671689 1.1852581
[227,] 1.1106693 1.1921003 1.0710440 1.1897183
[228,] 1.1108215 1.1922812 1.0712733 1.1899804
[229,] 1.1116587 1.1932765 1.0725371 1.1914215
[230,] 1.1157693 1.1981733 1.0788066 1.1984816
[231,] 1.1261278 1.2105869 1.0950745 1.2161334
[232,] 1.1374939 1.2243203 1.1136710 1.2352022
[233,] 1.1390986 1.2262671 1.1163554 1.2378644
[234,] 1.1409338 1.2284955 1.1194422 1.2408989
[235,] 1.1477531 1.2367936 1.1310611 1.2520773
[236,] 1.1516733 1.2415742 1.1378393 1.2584286
[237,] 1.1542928 1.2447722 1.1424057 1.2626405
[238,] 1.1553730 1.2460915 1.1442969 1.2643697
[239,] 1.1576909 1.2489239 1.1483705 1.2680655
[240,] 1.1600909 1.2518581 1.1526100 1.2718710
[241,] 1.1610213 1.2529959 1.1542592 1.2733405
[242,] 1.1834695 1.2805036 1.1948479 1.3078861
[243,] 1.1846637 1.2819705 1.1970409 1.3096779
[244,] 1.2024223 1.3038415 1.2298679 1.3358449
>
>
> ### 6. original from ../man/sim.est.Rd (w/ n = 50) =========================================
> doSIM <- function(d, method, lambda=NULL, L=NULL, nmulti=3, ...) {
+ # "BUG": sim.est(x, y) does *not* work when ncol(d$y) == 1 !! --->
+ if(!is.matrix(d$y) || ncol(d$y) < 2)
+ stop("[Bug in sim.est():] d$y must be a matrix with at least 2 columns")
+ ## for back compatiblity with simest_0.4
+ if (method == "cvx.lse.con") { method <- "cvx.lse.reg"; force <- FALSE }
+ if (method == "cvx.lse" ) { method <- "cvx.lse.reg"; force <- TRUE }
+ else force <- FALSE # unused
+ doEst(d, sim.est, method=method, force=force, lambda=lambda, L=L, nmulti=nmulti, ...)
+ }
> simMeths <- c("cvx.pen", "cvx.lip", "cvx.lse.con", "cvx.lse", "smooth.pen")
>
> ## FIXME some methods need lambda , other need L -- ??
>
> ## A bug in sim.est ==> n = 6 _fails_ with old simest() --- needs ' , drop=FALSE ' in A[.....] :
> ## Error in colSums(fit$residuals * fit$deriv * A[, -c(1, 2)]) (from #2) :
> ## 'x' must be an array of at least two dimensions
>
> try(
+ SimAll.sqr <- lapply(setNames(,simMeths),
+ function(meth) lapply(d.sqr_, doSIM, method = meth))
+ )
Error in FUN(X[[i]], ...) :
[Bug in sim.est():] d$y must be a matrix with at least 2 columns
> try(
+ SimAll.exp <- lapply(setNames(,simMeths),
+ function(meth) lapply(d.exp_, doSIM, method = meth))
+ )
Error in FUN(X[[i]], ...) :
[Bug in sim.est():] d$y must be a matrix with at least 2 columns
>
> if(FALSE) { #++++++++++++++++++++++++ NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++
+
+ SimAllSqr <- lapply(SimAll.sqr, function(sim) lapply(sim, `[[`, "fit"))
+ SimAllExp <- lapply(SimAll.exp, function(sim) lapply(sim, `[[`, "fit"))
+
+ lapply(SimAll.sqr, function(sim) prMilli(t(sapply(sim, `[[`, "sys.tm"))))
+ lapply(SimAll.exp, function(sim) prMilli(t(sapply(sim, `[[`, "sys.tm"))))
+
+
+ if(do.pdf) pdf("cvxSim01_sqr.pdf"); invisible( lapply(Sim01Sqr, plot) ) ; if(do.pdf) dev.off()
+ if(do.pdf) pdf("cvxSim02_sqr.pdf"); invisible( lapply(Sim02Sqr, plot) ) ; if(do.pdf) dev.off()
+ if(do.pdf) pdf("cvxSim05_sqr.pdf"); invisible( lapply(Sim05Sqr, plot) ) ; if(do.pdf) dev.off()
+ if(do.pdf) pdf("cvxSim10_sqr.pdf"); invisible( lapply(Sim10Sqr, plot) ) ; if(do.pdf) dev.off()
+
+ if(do.pdf) pdf("cvxSim01_exp.pdf"); invisible( lapply(Sim01Exp, plot) ) ; if(do.pdf) dev.off()
+ if(do.pdf) pdf("cvxSim02_exp.pdf"); invisible( lapply(Sim02Exp, plot) ) ; if(do.pdf) dev.off()
+ if(do.pdf) pdf("cvxSim05_exp.pdf"); invisible( lapply(Sim05Exp, plot) ) ; if(do.pdf) dev.off()
+
+ ## predict
+ str(pSq1 <- vapply(Sim01Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq1
+ str(pSq2 <- vapply(Sim02Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq2
+ str(pSq5 <- vapply(Sim05Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq5
+ str(pSq10<- vapply(Sim10Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq10
+
+ (pEx1 <- vapply(Sim01Exp, predict, FUN.VALUE=newd, newdata = newd))
+ (pEx2 <- vapply(Sim02Exp, predict, FUN.VALUE=newd, newdata = newd))
+ (pEx5 <- vapply(Sim03Exp, predict, FUN.VALUE=newd, newdata = newd))
+
+ }### NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
>
> ### 7. original from ../man/simestgcv.Rd (w/ n = 50) ==========================================
> doSimCV <- function(d, lambda, ...) doEst(d, simestgcv, lambda=lambda, ...)
>
> try(
+ SimCV01.sqr <- lapply(d.sqr, doSimCV, lambda = 0.1) # error invalid 'xmax'
+ )
Timing stopped at: 0.002 0 0.002
Error in optimize(GcvOpt, lower = lambda[1], upper = lambda[2], BetaInit = beta.init, :
invalid 'xmax' value
In addition: Warning message:
In cvxFN(d$x, d$y, ...) :*** buffer overflow detected ***: terminated
Aborted
Flavor: r-devel-linux-x86_64-debian-gcc