<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Fit Regularization Path for Generalized Additive Models</dc:title>
  <dc:title>R package gamsel version 1.8-5</dc:title>
  <dc: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  &lt;doi:10.48550/arXiv.1506.03850&gt; for more details.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.6)</dc:relation>
  <dc:relation>Imports: foreach, mda, splines</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown</dc:relation>
  <dc:creator>Trevor Hastie &lt;hastie@stanford.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Alexandra Chouldechova [aut],
  Trevor Hastie [aut, cre],
  Balasubramanian Narasimhan [ctb],
  Vitalie Spinu [ctb],
  Matt Wand [ctb]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2024-09-24</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=gamsel</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.gamsel</dc:identifier>
</oai_dc:dc>
