Buckley-James regression for right-censoring survival data with high-dimensional covariates. Implementations for survival data include boosting with componentwise linear least squares, componentwise smoothing splines, regression trees and MARS. Other high-dimensional tools include penalized regression for survival data. See Wang and Wang (2010) <doi:10.2202/1544-6115.1550>.
| Version: | 0.2-11 |
| Depends: | R (≥ 3.5.0) |
| Imports: | mda, mpath, mboost, gbm, earth, elasticnet, rms, methods, modeltools, bst, parallel, survival |
| Suggests: | TH.data, R.rsp, gridExtra |
| Published: | 2023-06-25 |
| DOI: | 10.32614/CRAN.package.bujar |
| Author: | Zhu Wang <https://orcid.org/0000-0002-0773-0052> and others (see COPYRIGHTS) |
| Maintainer: | Zhu Wang <zwang145 at uthsc.edu> |
| License: | GPL-2 |
| Copyright: | see file COPYRIGHTS |
| NeedsCompilation: | no |
| Citation: | bujar citation info |
| Materials: | NEWS |
| In views: | Survival |
| CRAN checks: | bujar results |
| Reference manual: | bujar.html , bujar.pdf |
| Vignettes: |
Survival Prediction Using Gene Expression Data (with Results) (source) Survival Prediction Using Gene Expression Data (without Results) (source, R code) |
| Package source: | bujar_0.2-11.tar.gz |
| Windows binaries: | r-devel: bujar_0.2-11.zip, r-release: bujar_0.2-11.zip, r-oldrel: bujar_0.2-11.zip |
| macOS binaries: | r-release (arm64): bujar_0.2-11.tgz, r-oldrel (arm64): bujar_0.2-11.tgz, r-release (x86_64): bujar_0.2-11.tgz, r-oldrel (x86_64): bujar_0.2-11.tgz |
| Old sources: | bujar archive |
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