<?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>Measuring Copula-Based Dependence Between Random Vectors</dc:title>
  <dc:title>R package VecDep version 0.1.3</dc:title>
  <dc:description>Provides functions for estimation (parametric, semi-parametric and non-parametric)
             of copula-based dependence coefficients between a finite collection of random vectors,
             including phi-dependence measures and Bures-Wasserstein dependence measures. 
             An algorithm for agglomerative hierarchical variable clustering is also implemented.
             Following the articles De Keyser &amp; Gijbels (2024) &lt;doi:10.1016/j.jmva.2024.105336&gt;,
             De Keyser &amp; Gijbels (2024) &lt;doi:10.1016/j.ijar.2023.109090&gt;, and De Keyser &amp; Gijbels (2024)
             &lt;doi:10.48550/arXiv.2404.07141&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.4.0)</dc:relation>
  <dc:relation>Imports: ElliptCopulas (&gt;= 0.1.4.1), HAC (&gt;= 1.1-1), hash (&gt;= 2.2.6.3),
sets (&gt;= 1.0-25), covglasso (&gt;= 1.0.3), expm (&gt;= 1.0-0), magic
(&gt;= 1.6-1), pbapply (&gt;= 1.7-2), Rmpfr (&gt;= 0.9-5), reticulate
(&gt;= 1.39.0), gtools (&gt;= 3.9.5)</dc:relation>
  <dc:relation>Suggests: mvtnorm, ggplot2, extraDistr, fossil, dendextend, copula,
knitr, rmarkdown, testthat (&gt;= 3.0.0)</dc:relation>
  <dc:creator>Steven De Keyser &lt;steven.dekeyser@kuleuven.be&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Steven De Keyser [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0002-3469-8692&gt;),
  Irène Gijbels [ctb] (ORCID: &lt;https://orcid.org/0000-0002-4443-9803&gt;)</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2024-11-14</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=VecDep</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.VecDep</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
