An implementation of best subset selection in generalized linear model and Cox proportional hazard model via the primal dual active set algorithm proposed by Wen, C., Zhang, A., Quan, S. and Wang, X. (2020) <doi:10.18637/jss.v094.i04>. The algorithm formulates coefficient parameters and residuals as primal and dual variables and utilizes efficient active set selection strategies based on the complementarity of the primal and dual variables.
| Version: | 2.0.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.3), Matrix (≥ 1.2-6), MASS, pheatmap, survival |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | knitr, HCmodelSets, rmarkdown |
| Published: | 2021-01-23 |
| Author: | Canhong Wen [aut, cre], Aijun Zhang [aut], Shijie Quan [aut], Liyuan Hu [aut], Kangkang Jiang [aut], Yanhang Zhang [aut], Jin Zhu [aut], Xueqin Wang [aut] |
| Maintainer: | Canhong Wen <wencanhong at gmail.com> |
| BugReports: | https://github.com/Mamba413/bess/issues |
| License: | GPL-3 |
| URL: | https://github.com/Mamba413/bess |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | BeSS results |
| Reference manual: | BeSS.pdf |
| Vignettes: |
An introduction to BeSS |
| Package source: | BeSS_2.0.2.tar.gz |
| Windows binaries: | r-devel: BeSS_2.0.2.zip, r-release: BeSS_2.0.2.zip, r-oldrel: BeSS_2.0.2.zip |
| macOS binaries: | r-release: BeSS_2.0.2.tgz, r-oldrel: BeSS_2.0.2.tgz |
| Old sources: | BeSS archive |
| Reverse suggests: | FRESA.CAD |
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