Efficient procedures for fitting and cross-validating the overlapping group Lasso (implemented in C++) for Cox models with time-dependent covariates. The penalty term is a weighted sum of infinity norms of (overlapping) groups of coefficients, which can select variables structurally with a specific grouping structure.
Version: | 1.0.1 |
Depends: | R (≥ 3.5.0), survival, glmnet |
Imports: | Rcpp (≥ 1.0.10) |
LinkingTo: | Rcpp |
Suggests: | testthat (≥ 3.0.0) |
Published: | 2023-02-27 |
DOI: | 10.32614/CRAN.package.netcox |
Author: | Yi Lian [aut, cre], Guanbo Wang [aut], Archer Y. Yang [aut], Julien Mairal [ctb] |
Maintainer: | Yi Lian <yi.lian at mail.mcgill.ca> |
License: | GPL (≥ 3) |
Copyright: | file inst/COPYRIGHTS netcox copyright details |
NeedsCompilation: | yes |
Materials: | README |
CRAN checks: | netcox results [issues need fixing before 2024-08-03] |
Reference manual: | netcox.pdf |
Package source: | netcox_1.0.1.tar.gz |
Windows binaries: | r-devel: netcox_1.0.1.zip, r-release: netcox_1.0.1.zip, r-oldrel: netcox_1.0.1.zip |
macOS binaries: | r-release (arm64): netcox_1.0.1.tgz, r-oldrel (arm64): netcox_1.0.1.tgz, r-release (x86_64): netcox_1.0.1.tgz, r-oldrel (x86_64): netcox_1.0.1.tgz |
Old sources: | netcox archive |
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