<?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>Low-Rank Methods for MVN and MVT Probabilities</dc:title>
  <dc:title>R package tlrmvnmvt version 1.1.2.1</dc:title>
  <dc:description>Implementation of the classic Genz algorithm and a novel tile-low-rank algorithm for computing	relatively high-dimensional multivariate normal (MVN) and Student-t (MVT) probabilities. 
	References used for this package:
	Foley, James, Andries van Dam, Steven Feiner, and John Hughes. 
	"Computer Graphics: Principle and Practice". Addison-Wesley 
	Publishing Company. Reading, Massachusetts (1987, ISBN:0-201-84840-6 1);
	Genz, A., "Numerical computation of multivariate
	normal probabilities," Journal of Computational and
	Graphical Statistics, 1, 141-149 (1992) &lt;doi:10.1080/10618600.1992.10477010&gt;;
    Cao, J., Genton, M. G., Keyes, D. E., &amp; Turkiyyah, G. M. "Exploiting Low
    Rank Covariance Structures for Computing High-Dimensional Normal and Student-
    t Probabilities," Statistics and Computing, 31.1, 1-16 (2021) 
    &lt;doi:10.1007/s11222-020-09978-y&gt;;
    Cao, J., Genton, M. G., Keyes, D. E., &amp; Turkiyyah, G. M. "tlrmvnmvt: 
    Computing High-Dimensional Multivariate Normal and Student-t Probabilities 
    with Low-Rank Methods in R," Journal of Statistical Software, 101.4, 
    1-25 (2022) &lt;doi:10.18637/jss.v101.i04&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.2.0)</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 1.0.8), methods (&gt;= 4.2.0)</dc:relation>
  <dc:relation>LinkingTo: Rcpp (&gt;= 1.0.8), RcppEigen (&gt;= 0.3.3.5.0), BH (&gt;= 1.69.0.1)</dc:relation>
  <dc:relation>Suggests: mvtnorm (&gt;= 1.0.11)</dc:relation>
  <dc:creator>Jian Cao &lt;jian.cao@kaust.edu.sa&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Marc Genton [aut],
  David Keyes [aut],
  George Turkiyyah [aut],
  Jian Cao [aut, cre]</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2025-12-24</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=tlrmvnmvt</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.tlrmvnmvt</dc:identifier>
</oai_dc:dc>
