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
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.
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Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Dimitrina", "S."),
family = "Dimitrova",
role = c("aut", "cre"),
email = "D.Dimitrova@city.ac.uk"),
person(given = "Yun",
family = "Jia",
role = "aut",
email = "yunjia2019@gmail.com"),
person(given = c("Vladimir", "K."),
family = "Kaishev",
role = "aut",
email = "Vladimir.Kaishev.1@city.ac.uk"),
person(given = "Senren",
family = "Tan",
role = "aut",
email = "raymondtsrtsr@outlook.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Dimitrina", "S."),
family = "Dimitrova",
role = c("aut", "cre"),
email = "D.Dimitrova@city.ac.uk"),
person(given = "Yun",
family = "Jia",
role = "aut",
email = "yunjia2019@gmail.com"),
person(given = c("Vladimir", "K."),
family = "Kaishev",
role = "aut",
email = "Vladimir.Kaishev.1@city.ac.uk"),
person(given = "Senren",
family = "Tan",
role = "aut",
email = "raymondtsrtsr@outlook.com"))
as necessary.
Additional Issues
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Dimitrina", "S."),
family = "Dimitrova",
role = c
...[truncated]...
email = "Vladimir.Kaishev.1@city.ac.uk"),
person(given = "Senren",
family = "Tan",
role = "aut",
email = "raymondtsrtsr@outlook.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Dimitrina S. Dimitrova <D.Dimitrova@city.ac.uk>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Dimitrina", "S."),
family = "Dimitrova",
role = c
...[truncated]...
email = "Vladimir.Kaishev.1@city.ac.uk"),
person(given = "Senren",
family = "Tan",
role = "aut",
email = "raymondtsrtsr@outlook.com"))
as necessary.