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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.
| Version: | 1.2-10 |
| Depends: | SuppDists |
| Imports: | methods, graphics, stats |
| Published: | 2023-10-07 |
| DOI: | 10.32614/CRAN.package.kSamples |
| Author: | Fritz Scholz [aut, cre], Angie Zhu [aut] |
| Maintainer: | Fritz Scholz <fscholz at u.washington.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | kSamples results |
| Reference manual: | kSamples.pdf |
| Package source: | kSamples_1.2-10.tar.gz |
| Windows binaries: | r-devel: kSamples_1.2-10.zip, r-release: kSamples_1.2-10.zip, r-oldrel: kSamples_1.2-10.zip |
| macOS binaries: | r-release (arm64): kSamples_1.2-10.tgz, r-oldrel (arm64): kSamples_1.2-10.tgz, r-release (x86_64): kSamples_1.2-10.tgz, r-oldrel (x86_64): kSamples_1.2-10.tgz |
| Old sources: | kSamples archive |
| Reverse depends: | CellMixS, CryptRndTest |
| Reverse imports: | cmstatr, EnviroPRA2, EvaluateCore, fda.usc, ldamatch, LSDsensitivity, MSCsimtester, mxnorm, PMCMRplus, WeibullFit |
| Reverse suggests: | MARVEL |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.