<?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>Computing P-Values of the One-Sample K-S Test and the Two-Sample
K-S and Kuiper Tests for (Dis)Continuous Null Distribution</dc:title>
  <dc:title>R package KSgeneral version 2.0.2</dc:title>
  <dc:description>Contains functions to compute p-values for the one-sample and two-sample Kolmogorov-Smirnov (KS) tests and the two-sample Kuiper test for any fixed critical level and arbitrary (possibly very large) sample sizes. For the one-sample KS test, this package implements a novel, accurate and efficient method named Exact-KS-FFT, which allows the pre-specified cumulative distribution function under the null hypothesis to be continuous, purely discrete or mixed. In the two-sample case, it is assumed that both samples come from an unspecified (unknown) continuous, purely discrete or mixed distribution, i.e. ties (repeated observations) are allowed, and exact p-values of the KS and the Kuiper tests are computed. Note, the two-sample Kuiper test is often used when data samples are on the line or on the circle (circular data). To cite this package in publication: (for the use of the one-sample KS test) Dimitrina S. Dimitrova, Vladimir K. Kaishev, and Senren Tan. Computing the Kolmogorov-Smirnov Distribution When the Underlying CDF is Purely Discrete, Mixed, or Continuous. Journal of Statistical Software. 2020; 95(10): 1--42.  &lt;doi:10.18637/jss.v095.i10&gt;. (for the use of the two-sample KS and Kuiper tests) Dimitrina S. Dimitrova, Yun Jia and Vladimir K. Kaishev (2024). The R functions KS2sample and Kuiper2sample: Efficient Exact Calculation of P-values of the Two-sample Kolmogorov-Smirnov and Kuiper Tests. submitted.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.3.0)</dc:relation>
  <dc:relation>Imports: Rcpp (&gt;= 0.12.12), MASS, dgof</dc:relation>
  <dc:relation>LinkingTo: Rcpp</dc:relation>
  <dc:creator>Dimitrina S. Dimitrova &lt;D.Dimitrova@city.ac.uk&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Dimitrina S. Dimitrova &lt;D.Dimitrova@city.ac.uk&gt;,
        Yun Jia &lt;yunjia2019@gmail.com&gt;,
        Vladimir K. Kaishev &lt;Vladimir.Kaishev.1@city.ac.uk&gt;,
        Senren Tan &lt;raymondtsrtsr@outlook.com&gt;</dc:contributor>
  <dc:rights>GPL (&gt;= 2.0)</dc:rights>
  <dc:date>2024-07-29</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=KSgeneral</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.KSgeneral</dc:identifier>
</oai_dc:dc>
