Package: gamsel
Type: Package
Title: Fit Regularization Path for Generalized Additive Models
Version: 1.8-3
Date: 2024-06-25
Authors@R: c(person("Alexandra", "Chouldechova", role=c("aut")),
	     person("Trevor", "Hastie", role=c("aut", "cre"), email = "hastie@stanford.edu"),
	     person("Balasubramanian", "Narasimhan", role=c("ctb")),
	     person("Vitalie", "Spinu", role=c("ctb")),
	     person("Matt","Wand",role=c("ctb")))
Description: 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.
License: GPL-2
Imports: foreach, mda, splines
URL: https://arxiv.org/abs/1506.03850
Encoding: UTF-8
RoxygenNote: 7.1.2
Depends: R (>= 3.6)
NeedsCompilation: yes
Packaged: 2024-06-25 21:53:16 UTC; hastie
Author: Alexandra Chouldechova [aut],
  Trevor Hastie [aut, cre],
  Balasubramanian Narasimhan [ctb],
  Vitalie Spinu [ctb],
  Matt Wand [ctb]
Maintainer: Trevor Hastie <hastie@stanford.edu>
Repository: CRAN
Date/Publication: 2024-06-25 22:20:06 UTC
Built: R 4.3.3; x86_64-apple-darwin20; 2024-06-26 02:34:04 UTC; unix
Archs: gamsel.so.dSYM
