<?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>Optimization via Subsampling (OPTS)</dc:title>
  <dc:title>R package OPTS version 0.1</dc:title>
  <dc:description>Subsampling based variable selection for low dimensional generalized linear models. The methods repeatedly subsample the data minimizing an information criterion (AIC/BIC) over a sequence of nested models for each subsample. Marinela Capanu, Mihai Giurcanu, Colin B Begg, Mithat Gonen, Subsampling based variable selection for generalized linear models. </dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: MASS, cvTools, changepoint</dc:relation>
  <dc:creator>Mihai Giurcanu &lt;giurcanu@uchicago.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Mihai Giurcanu [aut, cre],
  Marinela Capanu [aut, ctb],
  Colin Begg [aut],
  Mithat Gonen [aut]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2022-05-25</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=OPTS</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.OPTS</dc:identifier>
</oai_dc:dc>
