<?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>Estimating the Parameters of a Continuous-Time Markov Chain from
Discrete-Time Data</dc:title>
  <dc:title>R package ctmcd version 1.4.4</dc:title>
  <dc:description>Estimation of Markov generator matrices from discrete-time observations. The implemented approaches comprise diagonal and weighted adjustment of matrix logarithm based candidate solutions as in Israel (2001) &lt;doi:10.1111/1467-9965.00114&gt; as well as a quasi-optimization approach. Moreover, the expectation-maximization algorithm and the Gibbs sampling approach of Bladt and Sorensen (2005) &lt;doi:10.1111/j.1467-9868.2005.00508.x&gt; are included.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.12), coda, expm, numDeriv</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, R.rsp</dc:relation>
  <dc:creator>Marius Pfeuffer &lt;marius.pfeuffer@fau.de&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Marius Pfeuffer [aut, cre],
  Greig Smith [ctb],
  Goncalo dos Reis [ctb],
  Linda Moestel [ctb],
  Matthias Fischer [ctb]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2024-02-09</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=ctmcd</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.ctmcd</dc:identifier>
</oai_dc:dc>
