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kSamples
View on CRAN: Click
here
Download and install kSamples package within the R console
Install from CRAN:
install.packages("kSamples")
Install from Github:
library("remotes")
install_github("cran/kSamples") Install by package version:
library("remotes")
install_version("kSamples", "1.2-12") Attach the package and use:
library("kSamples")
Maintained by
Fritz Scholz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-08-31
Latest Update: 2023-10-07
Description:
Compares k samples using the Anderson-Darling test, Kruskal-Wallis type tests
with different rank score criteria, Steel's multiple comparison test, and the
Jonckheere-Terpstra (JT) test. It computes asymptotic, simulated or (limited) exact
P-values, all valid under randomization, with or without ties, or conditionally
under random sampling from populations, given the observed tie pattern. Except for
Steel's test and the JT test it also combines these tests across several blocks of
samples. Also analyzed are 2 x t contingency tables and their blocked combinations
using the Kruskal-Wallis criterion. Steel's test is inverted to provide simultaneous
confidence bounds for shift parameters. A plotting function compares tail probabilities
obtained under asymptotic approximation with those obtained via simulation or exact
calculations.
How to cite:
Fritz Scholz (2012). kSamples: K-Sample Rank Tests and their Combinations. R package version 1.2-12, https://cran.r-project.org/web/packages/kSamples. Accessed 05 Aug. 2026.
Previous versions and publish date:
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Other R packages that kSamples depends,
imports, suggests or enhances
Complete documentation for kSamples
Functions, R codes and Examples using
the kSamples R package
Some associated functions: ShorelineFireEMS . Steel.test . SteelConfInt . ad.pval . ad.test.combined . ad.test . contingency2xt.comb . contingency2xt . conv . jt.dist . jt.test . kSamples-package . pp.kSamples . qn.test.combined . qn.test .
Some associated R codes: Harding.R . Steel.test.R . SteelConfInt.R . Steelnormal.R . Steelnormal0.R . ad.pval.R . ad.test.R . ad.test.combined.R . contingency2xt.R . contingency2xt.comb.R . conv.R . djt.R . io.R . io2.R . jt.test.R . listmake.R . na.remove.R . pjt.R . pp.kSamples.R . print.kSamples.R . qjt.R . qn.test.R . qn.test.combined.R . test.list.R . Full kSamples package functions and examples
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