<?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>Penalized Cox Model for High-Dimensional Data with Grouped
Predictors</dc:title>
  <dc:title>R package grpCox version 1.0.2</dc:title>
  <dc:description>Fit the penalized Cox models with both non-overlapping and overlapping grouped penalties including the group lasso, group smoothly clipped absolute deviation, and group minimax concave penalty. The algorithms combine the MM approach and group-wise descent with some computational tricks including the screening, active set, and warm-start. Different tuning regularization parameter methods are provided.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: Matrix (&gt;= 1.6-1.1), MASS, colorspace</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.11)</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppEigen</dc:relation>
  <dc:creator>Xuan Dang &lt;xuandang11289@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Xuan Dang</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:date>2023-12-11</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=grpCox</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.grpCox</dc:identifier>
</oai_dc:dc>