<?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>Contemporaneous Markov Chain Monte Carlo</dc:title>
  <dc:title>R package CMCMC version 0.0.1</dc:title>
  <dc:description>Implements contemporaneous Markov chain Monte Carlo (CMCMC)
    and interchain adaptive Markov chain Monte Carlo (INCA) samplers of
    Craiu, Rosenthal and Yang (2009) &lt;doi:10.1198/jasa.2009.tm08393&gt; for
    targets known up to a normalising
    constant. The samplers run multiple Metropolis chains in parallel and
    update proposal covariance estimates using
    contemporaneous particle groups. Built-in target kernels include
    multivariate normal, logistic regression, Poisson, Gaussian, Gamma, and
    hierarchical models, with support for user-provided target kernels. The
    formula interface glm_cmcmc() fits supported generalized linear models
    using the built-in kernels. 'CUDA' is used when available, and an
    'OpenMP'-enabled CPU backend is available on systems without a 'CUDA'
    compiler.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown</dc:relation>
  <dc:creator>Ahmad ALQabandi &lt;ahmad.alqabandi@durham.ac.uk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Ahmad ALQabandi [cre, aut, cph] (ORCID:
    &lt;https://orcid.org/0009-0006-0055-3846&gt;),
  Louis Aslett [aut, ths, cph] (ORCID:
    &lt;https://orcid.org/0000-0003-2211-233X&gt;),
  Murray Pollock [aut],
  Gareth Roberts [aut]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2026-07-23</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=CMCMC</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.CMCMC</dc:identifier>
</oai_dc:dc>
