<?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>Adaptive Sampling Algorithms</dc:title>
  <dc:title>R package AdapSamp version 1.1.1</dc:title>
  <dc:description>For distributions whose probability density functions are log-concave, the adaptive rejection sampling algorithm can be used to build envelope functions for sampling. For others, we can use the modified adaptive rejection sampling algorithm, the concave-convex adaptive rejection sampling algorithm and the adaptive slice sampling algorithm. So we designed an R package mainly including 4 functions: rARS(), rMARS(), rCCARS() and rASS(). These functions can realize sampling based on the algorithms above.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: pracma,stats</dc:relation>
  <dc:creator>Dong Zhang &lt;dzhang0716@126.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Dong Zhang</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2018-03-21</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=AdapSamp</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.AdapSamp</dc:identifier>
</oai_dc:dc>