Package: KSgeneral 2.0.2
KSgeneral: Computing P-Values of the One-Sample K-S Test and the Two-Sample K-S and Kuiper Tests for (Dis)Continuous Null Distribution
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. <doi:10.18637/jss.v095.i10>. (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.
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KSgeneral_2.0.2.tar.gz
KSgeneral_2.0.2.tar.gz(r-4.5-noble)KSgeneral_2.0.2.tar.gz(r-4.4-noble)
KSgeneral_2.0.2.tgz(r-4.4-emscripten)KSgeneral_2.0.2.tgz(r-4.3-emscripten)
KSgeneral.pdf |KSgeneral.html✨
KSgeneral/json (API)
# Install 'KSgeneral' in R: |
install.packages('KSgeneral', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/d-dimitrova/ksgeneral/issues
- Population_Data - The proportion of inhabitants living within a 200 kilometer wide costal strip in 232 countries in the year 2010
Last updated 1 months agofrom:561412096f. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 29 2024 |
R-4.5-linux-x86_64 | OK | Aug 29 2024 |
Exports:cont_ks_c_cdfcont_ks_cdfcont_ks_testdisc_ks_c_cdfdisc_ks_testks_c_cdf_RcppKS2sampleKS2sample_c_RcppKS2sample_RcppKuiper2sampleKuiper2sample_c_RcppKuiper2sample_Rcppmixed_ks_c_cdfmixed_ks_test