Performs variable selection using the structured screen-and-select (S3VS) framework in linear models, generalized linear models with binary data, and survival models such as the Cox model and accelerated failure time (AFT) model.
| Version: | 1.0 |
| Imports: | glmnet, ncvreg, survival, mombf, future.apply, eha, pec, aftgee, afthd |
| Suggests: | rjags, knitr, doParallel |
| Published: | 2026-01-13 |
| DOI: | 10.32614/CRAN.package.S3VS |
| Author: | Nilotpal Sanyal [aut, cre], Padmore N. Prempeh [aut] |
| Maintainer: | Nilotpal Sanyal <nsanyal at utep.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | S3VS results |
| Reference manual: | S3VS.html , S3VS.pdf |
| Vignettes: |
S3VS User Guide (source, R code) |
| Package source: | S3VS_1.0.tar.gz |
| Windows binaries: | r-devel: S3VS_1.0.zip, r-release: S3VS_1.0.zip, r-oldrel: S3VS_1.0.zip |
| macOS binaries: | r-release (arm64): S3VS_1.0.tgz, r-oldrel (arm64): S3VS_1.0.tgz, r-release (x86_64): S3VS_1.0.tgz, r-oldrel (x86_64): S3VS_1.0.tgz |
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