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<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>A Collection of Change-Point Detection Methods</dc:title>
  <dc:title>R package changepoints version 1.1.0</dc:title>
  <dc:description>Performs a series of offline and/or online change-point detection algorithms for 1) univariate mean: &lt;doi:10.1214/20-EJS1710&gt;, &lt;arXiv:2006.03283&gt;; 2) univariate polynomials: &lt;doi:10.1214/21-EJS1963&gt;; 3) univariate and multivariate nonparametric settings: &lt;doi:10.1214/21-EJS1809&gt;, &lt;doi:10.1109/TIT.2021.3130330&gt;; 4) high-dimensional covariances: &lt;doi:10.3150/20-BEJ1249&gt;; 5) high-dimensional networks with and without missing values: &lt;doi:10.1214/20-AOS1953&gt;, &lt;arXiv:2101.05477&gt;, &lt;arXiv:2110.06450&gt;; 6) high-dimensional linear regression models: &lt;arXiv:2010.10410&gt;, &lt;arXiv:2207.12453&gt;; 7) high-dimensional vector autoregressive models: &lt;arXiv:1909.06359&gt;; 8) high-dimensional self exciting point processes: &lt;arXiv:2006.03572&gt;; 9) dependent dynamic nonparametric random dot product graphs: &lt;arXiv:1911.07494&gt;; 10) univariate mean against adversarial attacks: &lt;arXiv:2105.10417&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.5.0)</dc:relation>
  <dc:relation>Imports: stats, gglasso, glmnet, ks, MASS, data.tree, Rcpp</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: knitr, abind, DiagrammeR, rmarkdown</dc:relation>
  <dc:creator>Haotian Xu &lt;haotian.xu@uclouvain.be&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Haotian Xu [aut, cre],
  Oscar Padilla [aut],
  Daren Wang [aut],
  Mengchu Li [aut],
  Qin Wen [ctb]</dc:contributor>
  <dc:rights>GPL (&gt;= 3)</dc:rights>
  <dc:date>2022-09-04</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=changepoints</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.changepoints</dc:identifier>
</oai_dc:dc>
