<?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>Spike-and-Slab Group Lasso for Group-Regularized Generalized
Linear Models</dc:title>
  <dc:title>R package SSGL version 2.0</dc:title>
  <dc:description>Fits group-regularized generalized linear models (GLMs) using the spike-and-slab group lasso (SSGL) prior of Bai et al. (2022) &lt;doi:10.1080/01621459.2020.1765784&gt; and extended to GLMs by Bai (2023) &lt;doi:10.48550/arXiv.2007.07021&gt;. This package supports fitting the SSGL model for the following GLMs with group sparsity: Gaussian linear regression, binary logistic regression, and Poisson regression.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.6.0)</dc:relation>
  <dc:relation>Imports: grpreg, stats, caret, parallel, doParallel, doRNG, foreach,
MASS, Matrix, GIGrvg, BayesLogit</dc:relation>
  <dc:creator>Ray Bai &lt;raybaistat@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Ray Bai [aut, cre]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-03-24</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=SSGL</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.SSGL</dc:identifier>
</oai_dc:dc>