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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>Model Based Clustering, Classification and Discriminant Analysis
Using the Mixture of Generalized Hyperbolic Distributions</dc:title>
  <dc:title>R package MixGHD version 2.3.7</dc:title>
  <dc:subject>CRAN Task View: Cluster (https://CRAN.R-project.org/view=Cluster)</dc:subject>
  <dc:description>Carries out model-based clustering, classification and discriminant analysis using five different models. The models are all based on the  generalized hyperbolic distribution. The first model 'MGHD' (Browne and McNicholas (2015) &lt;doi:10.1002/cjs.11246&gt;) is the classical mixture of generalized hyperbolic distributions. The 'MGHFA' (Tortora et al. (2016) &lt;doi:10.1007/s11634-015-0204-z&gt;) is the mixture of generalized hyperbolic factor analyzers for high dimensional data sets. The 'MSGHD' is the mixture of  multiple scaled generalized hyperbolic distributions, the 'cMSGHD'  is a 'MSGHD' with convex contour plots and the 'MCGHD', mixture of  coalesced generalized hyperbolic distributions is a new more flexible model (Tortora et al. (2019)&lt;doi:10.1007/s00357-019-09319-3&gt;. The paper related to the software can be found at &lt;doi:10.18637/jss.v098.i03&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: MASS, R (&gt;= 3.1.3)</dc:relation>
  <dc:relation>Imports: Bessel,stats, mvtnorm, ghyp, numDeriv, mixture, e1071,cluster,
methods</dc:relation>
  <dc:creator>Cristina Tortora &lt;grikris1@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Cristina Tortora [aut, cre, cph], Aisha ElSherbiny [com], Ryan P. Browne [aut, cph], Brian C. Franczak [aut, cph],  and Paul D. McNicholas [aut, cph], and Donald D. Amos  [ctb].</dc:contributor>
  <dc:rights>GPL (&gt;= 2)</dc:rights>
  <dc:date>2022-05-11</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=MixGHD</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.MixGHD</dc:identifier>
</oai_dc:dc>
