S3VS: Structured Screen-and-Select Variable Selection in Linear,
Generalized Linear, and Survival Models
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 (may not be active yet) |
| 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 |
Documentation:
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