Package: KSgeneral
Type: Package
Version: 2.0.2
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
Author: Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>,
        Yun Jia <yunjia2019@gmail.com>,
        Vladimir K. Kaishev <Vladimir.Kaishev.1@city.ac.uk>,
        Senren Tan <raymondtsrtsr@outlook.com>
Maintainer: Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>
Depends: R (>= 3.3.0)
SystemRequirements: fftw3 (>=3.3.4)
Copyright: Copyright holders of FFTW3: Copyright (c) 2003, 2007-11
        Matteo Frigo; Copyright (c) 2003, 2007-11 Massachusetts
        Institute of Technology
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.  <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.
License: GPL (>= 2.0)
URL: https://github.com/d-dimitrova/KSgeneral
Encoding: UTF-8
LazyData: true
Imports: Rcpp (>= 0.12.12), MASS, dgof
LinkingTo: Rcpp
NeedsCompilation: yes
Packaged: 2024-07-26 09:17:59 UTC; jy
Repository: CRAN
Date/Publication: 2024-07-29 17:20:12 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-25 11:34:27 UTC; unix
Archs: KSgeneral.so.dSYM
