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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: | 1.8-4 |
Depends: | R (≥ 3.6) |
Imports: | foreach, mda, splines |
Suggests: | knitr, rmarkdown |
Published: | 2024-07-18 |
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.pdf |
Vignettes: |
gamsel |
Package source: | gamsel_1.8-4.tar.gz |
Windows binaries: | r-devel: gamsel_1.8-4.zip, r-release: gamsel_1.8-4.zip, r-oldrel: gamsel_1.8-4.zip |
macOS binaries: | r-release (arm64): gamsel_1.8-4.tgz, r-oldrel (arm64): gamsel_1.8-4.tgz, r-release (x86_64): gamsel_1.8-4.tgz, r-oldrel (x86_64): gamsel_1.8-4.tgz |
Old sources: | gamsel archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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