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KSgeneral
View on CRAN: Click
here
Download and install KSgeneral package within the R console
Install from CRAN:
install.packages("KSgeneral")
Install from Github:
library("remotes")
install_github("cran/KSgeneral")
Install by package version:
library("remotes")
install_version("KSgeneral", "1.1.3")
Attach the package and use:
library("KSgeneral")
Maintained by
Dimitrina S. Dimitrova
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-08
Latest Update: 2023-07-10
Description:
Computes a p-value of the one-sample two-sided (or one-sided, as a special case) Kolmogorov-Smirnov (KS) statistic, for any fixed critical level, and an arbitrary, possibly large sample size for a pre-specified purely discrete, mixed or continuous cumulative distribution function (cdf) under the null hypothesis. If a data sample is supplied, 'KSgeneral' computes the p-value corresponding to the value of the KS test statistic computed based on the user provided data sample. The package 'KSgeneral' implements a novel, accurate and efficient method named Exact-KS-FFT, expressing the p-value as a double-boundary non-crossing probability for a homogeneous Poisson process, which is then efficiently computed using Fast Fourier Transform (FFT). The package can also be used to compute and plot the complementary cdf of the KS statistic which is known to depend on the hypothesized distribution when the latter is discontinuous (i.e. purely discrete or mixed). To cite this package in publication use: 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. .
How to cite:
Dimitrina S. Dimitrova (2018). KSgeneral: Computing P-Values of the K-S Test for (Dis)Continuous Null Distribution. R package version 1.1.3, https://cran.r-project.org/web/packages/KSgeneral
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imports, suggests or enhances
Functions, R codes and Examples using
the KSgeneral R package
Some associated functions: Population_Data . cont_ks_c_cdf . cont_ks_distribution . cont_ks_test . disc_ks_c_cdf . disc_ks_test . ks_c_cdf_Rcpp . ksgeneral-package . mixed_ks_c_cdf . mixed_ks_test .
Some associated R codes: RcppExports.R . cont_ks_distribution.R . cont_ks_test.R . disc_ks_distribution.R . disc_ks_test.R . mixed_ks_distribution.R . mixed_ks_test.R . Full KSgeneral package functions and examples
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