<?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>Covariance Measure Tests for Conditional Independence</dc:title>
  <dc:title>R package comets version 0.2-2</dc:title>
  <dc:description>Covariance measure tests for conditional independence testing
    against conditional covariance and nonlinear conditional mean alternatives.
    The package implements versions of the generalised covariance measure test
    (Shah and Peters, 2020, &lt;doi:10.1214/19-aos1857&gt;) and projected covariance
    measure test (Lundborg et al., 2023, &lt;doi:10.1214/24-AOS2447&gt;). The
    tram-GCM test, for censored responses, is implemented including the Cox
    model and survival forests (Kook et al., 2024,
    &lt;doi:10.1080/01621459.2024.2395588&gt;). Application examples to variable
    significance testing and modality selection can be found in Kook and
    Lundborg (2024, &lt;doi:10.1093/bib/bbae475&gt;).</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.2.0)</dc:relation>
  <dc:relation>Imports: ranger, glmnet, Formula, survival, coin, Rcpp</dc:relation>
  <dc:relation>LinkingTo: Rcpp</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), ggplot2, tidyr, dplyr, xgboost, lightgbm</dc:relation>
  <dc:creator>Lucas Kook &lt;lucasheinrich.kook@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Lucas Kook [aut, cre] (ORCID: &lt;https://orcid.org/0000-0002-7546-7356&gt;),
  Anton Rask Lundborg [ctb]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-11-05</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=comets</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.comets</dc:identifier>
</oai_dc:dc>
