<?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>Weighted Generalised Covariance Measure Conditional Independence
Test</dc:title>
  <dc:title>R package weightedGCM version 0.1.1</dc:title>
  <dc:description>A conditional independence test that can be applied both to
    univariate and multivariate random variables. The test is based on a
    weighted form of the sample covariance of the residuals after a
    nonlinear regression on the conditioning variables. Details are
    described in Scheidegger, Hoerrmann and Buehlmann (2022) "The Weighted
    Generalised Covariance Measure" &lt;http://jmlr.org/papers/v23/21-1328.html&gt;.
    The test is a generalisation of the Generalised Covariance Measure (GCM)
    implemented in the R package 'GeneralisedCovarianceMeasure' by Jonas Peters and
    Rajen D. Shah based on Shah and Peters (2020) "The Hardness of
    Conditional Independence Testing and the Generalised Covariance
    Measure" &lt;doi:10.1214/19-AOS1857&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: methods, mgcv, stats, xgboost (&gt;= 3.1.2.1)</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Cyrill Scheidegger &lt;cyrill.scheidegger@stat.math.ethz.ch&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Cyrill Scheidegger [aut, cre, cph],
  Julia Hoerrmann [ths],
  Peter Buehlmann [ths],
  Jonas Peters [ctb, cph] (Parts of the code are inspired by similar
    functions from the R package 'GeneralisedCovarianceMeasure' by
    Jonas Peters and Rajen D. Shah),
  Rajen D. Shah [ctb, cph] (Parts of the code are inspired by similar
    functions from the R package 'GeneralisedCovarianceMeasure' by
    Jonas Peters and Rajen D. Shah)</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2025-12-12</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=weightedGCM</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.weightedGCM</dc:identifier>
</oai_dc:dc>
