# kSamples: K-Sample Rank Tests and their Combinations

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.

- Author
- Fritz Scholz [aut, cre], Angie Zhu [aut]
- Date of publication
- 2016-06-10 07:48:23
- Maintainer
- Fritz Scholz <fscholz@u.washington.edu>
- License
- GPL (>= 2)
- Version
- 1.2-4

## Man pages

- ad.pval
- P-Value for the Asymptotic Anderson-Darling Test Distribution
- ad.pval
- P-Value for the Asymptotic Anderson-Darling Test Distribution
- ad.test
- Anderson-Darling k-Sample Test
- ad.test
- Anderson-Darling k-Sample Test
- ad.test.combined
- Combined Anderson-Darling k-Sample Tests
- ad.test.combined
- Combined Anderson-Darling k-Sample Tests
- contingency2xt
- Kruskal-Wallis Test for the 2 x t Contingency Table
- contingency2xt
- Kruskal-Wallis Test for the 2 x t Contingency Table
- contingency2xt.comb
- Combined Kruskal-Wallis Tests for the 2 x t Contingency...
- contingency2xt.comb
- Combined Kruskal-Wallis Tests for the 2 x t Contingency...
- conv
- Convolution of Two Discrete Distributions
- jt.dist
- Null Distribution of the Jonckheere-Terpstra k-Sample Test...
- jt.dist
- Null Distribution of the Jonckheere-Terpstra k-Sample Test...
- jt.test
- Jonckheere-Terpstra k-Sample Test for Increasing Alternatives
- jt.test
- Jonckheere-Terpstra k-Sample Test for Increasing Alternatives
- kSamples-package
- The Package kSamples Contains Several Nonparametric K-Sample...
- kSamples-package
- The Package kSamples Contains Several Nonparametric K-Sample...
- pp.kSamples
- Upper Tail Probability Plots for Objects of Class kSamples
- pp.kSamples
- Upper Tail Probability Plots for Objects of Class kSamples
- qn.test
- Rank Score k-Sample Tests
- qn.test
- Rank Score k-Sample Tests
- qn.test.combined
- Combined Rank Score k-Sample Tests
- qn.test.combined
- Combined Rank Score k-Sample Tests
- ShorelineFireEMS
- Shoreline Fire and EMS Turnout Times
- ShorelineFireEMS
- Shoreline Fire and EMS Turnout Times
- SteelConfInt
- Simultaneous Confidence Bounds Based on Steel's Multiple...
- SteelConfInt
- Simultaneous Confidence Bounds Based on Steel's Multiple...
- Steel.test
- Steel's Multiple Comparison Wilcoxon Tests
- Steel.test
- Steel's Multiple Comparison Wilcoxon Tests

## Files in this package

kSamples |

kSamples/src |

kSamples/src/kSamples.c |

kSamples/src/myfuns.h |

kSamples/NAMESPACE |

kSamples/data |

kSamples/data/ShorelineFireEMS.rda |

kSamples/R |

kSamples/R/djt.R |

kSamples/R/test.list.R |

kSamples/R/contingency2xt.comb.R |

kSamples/R/listmake.R |

kSamples/R/qjt.R |

kSamples/R/na.remove.R |

kSamples/R/conv.R |

kSamples/R/pjt.R |

kSamples/R/io2.R |

kSamples/R/contingency2xt.R |

kSamples/R/qn.test.R |

kSamples/R/Steelnormal0.R |

kSamples/R/ad.pval.R |

kSamples/R/SteelConfInt.R |

kSamples/R/pp.kSamples.R |

kSamples/R/io.R |

kSamples/R/jt.test.R |

kSamples/R/ad.test.combined.R |

kSamples/R/Harding.R |

kSamples/R/Steelnormal.R |

kSamples/R/Steel.test.R |

kSamples/R/qn.test.combined.R |

kSamples/R/ad.test.R |

kSamples/R/print.kSamples.R |

kSamples/MD5 |

kSamples/DESCRIPTION |

kSamples/man |

kSamples/man/ad.test.combined.Rd |

kSamples/man/contingency2xt.comb.Rd |

kSamples/man/Steel.test.Rd |

kSamples/man/qn.test.Rd |

kSamples/man/ShorelineFireEMS.Rd |

kSamples/man/pp.kSamples.Rd |

kSamples/man/contingency2xt.Rd |

kSamples/man/SteelConfInt.Rd |

kSamples/man/ad.pval.Rd |

kSamples/man/kSamples-package.Rd |

kSamples/man/conv.Rd |

kSamples/man/jt.dist.Rd |

kSamples/man/jt.test.Rd |

kSamples/man/ad.test.Rd |

kSamples/man/qn.test.combined.Rd |