Using overlap grouped-lasso penalties, 'gamsel' selects whether a term in a 'gam' is nonzero, linear, or a non-linear spline (up to a specified max df per variable). It fits the entire regularization path on a grid of values for the overall penalty lambda, both for gaussian and binomial families. See <doi:10.48550/arXiv.1506.03850> for more details.
| Version: | 1.8-5 |
| Depends: | R (≥ 3.6) |
| Imports: | foreach, mda, splines |
| Suggests: | knitr, rmarkdown |
| Published: | 2024-09-24 |
| DOI: | 10.32614/CRAN.package.gamsel |
| Author: | Alexandra Chouldechova [aut], Trevor Hastie [aut, cre], Balasubramanian Narasimhan [ctb], Vitalie Spinu [ctb], Matt Wand [ctb] |
| Maintainer: | Trevor Hastie <hastie at stanford.edu> |
| License: | GPL-2 |
| URL: | https://arxiv.org/abs/1506.03850 |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | gamsel results |
| Reference manual: | gamsel.html , gamsel.pdf |
| Vignettes: |
gamsel (source) |
| Package source: | gamsel_1.8-5.tar.gz |
| Windows binaries: | r-devel: gamsel_1.8-5.zip, r-release: gamsel_1.8-5.zip, r-oldrel: gamsel_1.8-5.zip |
| macOS binaries: | r-release (arm64): gamsel_1.8-5.tgz, r-oldrel (arm64): gamsel_1.8-5.tgz, r-release (x86_64): gamsel_1.8-5.tgz, r-oldrel (x86_64): gamsel_1.8-5.tgz |
| Old sources: | gamsel archive |
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