<?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>Information-Theoretic Measures for Revealing Variable
Interactions</dc:title>
  <dc:title>R package infoxtr version 0.2</dc:title>
  <dc:description>Implements information-theoretic measures to explore variable interactions, including KSG mutual information estimation for continuous variables from Kraskov et al. (2004) &lt;doi:10.1103/PhysRevE.69.066138&gt;, knockoff conditional mutual information described in Zhang &amp; Chen (2025) &lt;doi:10.1126/sciadv.adu6464&gt;, synergistic-unique-redundant decomposition introduced by Martinez-Sanchez et al. (2024) &lt;doi:10.1038/s41467-024-53373-4&gt;, allowing detection of complex and diverse relationships among variables.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.1.0)</dc:relation>
  <dc:relation>Imports: methods, sdsfun, sf, terra</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppThread</dc:relation>
  <dc:relation>Suggests: knitr, Rcpp, RcppThread, readr, rmarkdown, spEDM, tEDM</dc:relation>
  <dc:creator>Wenbo Lyu &lt;lyu.geosocial@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Wenbo Lyu [aut, cre, cph] (ORCID:
    &lt;https://orcid.org/0009-0002-6003-3800&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-03-30</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=infoxtr</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.infoxtr</dc:identifier>
</oai_dc:dc>
