Efficient procedures for fitting and cross-validating the structurally-regularized time-dependent Cox models. The penalty term is a weighted sum of infinity norms of (overlapping) groups of coefficients, which can select variables following a user-specified grouping structure.
| Version: | 1.0 |
| Depends: | R (≥ 3.5.0), survival, glmnet |
| Imports: | Rcpp (≥ 1.0.10) |
| LinkingTo: | Rcpp |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2023-03-22 |
| Author: | Yi Lian [aut, cre], Guanbo Wang [aut], Archer Y. Yang [aut], Mireille E. Schnitzer [aut], Robert W. Platt [aut], Rui Wang [aut], Marc Dorais [aut], Sylvie Perreault [aut], Julien Mairal [ctb], Yuansi Chen [ctb] |
| Maintainer: | Yi Lian <yi.lian at mail.mcgill.ca> |
| License: | GPL (≥ 3) |
| Copyright: | file inst/COPYRIGHTS sox copyright details |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | sox results |
| Reference manual: | sox.pdf |
| Package source: | sox_1.0.tar.gz |
| Windows binaries: | r-devel: sox_1.0.zip, r-release: sox_1.0.zip, r-oldrel: sox_1.0.zip |
| macOS binaries: | r-release (arm64): sox_1.0.tgz, r-oldrel (arm64): sox_1.0.tgz, r-release (x86_64): sox_1.0.tgz, r-oldrel (x86_64): sox_1.0.tgz |
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