Learn R Programming
⚠️There's a newer version (1.3.9) of this package.Take me there.

MultNonParam (version 1.3.6)

Multivariate Nonparametric Methods

Description

A collection of multivariate nonparametric methods, selected in part to support an MS level course in nonparametric statistical methods. Methods include adjustments for multiple comparisons, implementation of multivariate Mann-Whitney-Wilcoxon testing, inversion of these tests to produce a confidence region, some permutation tests for linear models, and some algorithms for calculating exact probabilities associated with one- and two- stage testing involving Mann-Whitney-Wilcoxon statistics. Supported by grant NSF DMS 1712839.

Copy Link

Version

Install

install.packages('MultNonParam')

Monthly Downloads

446

Version

1.3.6

License

GPL-2

Maintainer

John E Kolassa

Last Published

September 30th, 2021

Functions in MultNonParam (1.3.6)

nextp

Next permutation
kwsamplesize

Sample Size for the Kruskal-Wallis test.
terpstrapower

Power for the nonparametric Terpstra test for an ordered effect.
terpstra.test

Perform the Terpstra version of the multi-ordered-sample test
kwpower

Power for the Kruskal-Wallis test.
solvencp

Noncentrality Parameter for a Given Level and Power
page.test.unbalanced

Perform Page test for unbalanced two-way design
theil

Perform the Theil nonparametric estimation and confidence interval for a slope parameter.
shiftcr

Nonparametric Confidence Region for a Vector Shift Parameter
testve

Diagnosis for multivariate stratified Kawaguchi - Koch - Wang method
probest

Stratified Multivariate Kawaguchi Koch Wang Estimators
tukey.kruskal.test

Tukey HSD procedure
prostate

prostate
twosamplesurvpvs

Two Sample Omnibus Tests of Survival Curves
mannwhitney.test

Perform the Mann Whitney two-sample test
twosamplesurvtests

Two Sample Omnibus Tests of Survival Curves
aov.P

One-way ANOVA using permutation tests
mood.median.test

Mood's Median test, extended to odd sample sizes.
util.jplot

Plot a curve, skipping bits where there is a large jump.
powerplot

Power Plot
symscorestat

Generalization of Wilcoxon signed rank test
probabilityderiv

Derivative of pairwise probabilities of Exceedence
sotiriou

Breast cancer data set
pairwiseprobabilities

Pairwise probabilities of Exceedence
pconcordant

Calculate the cumulative distribution of the count of concordant pairs among indpendent pairs of random variables.
qconcordant

Calculate the quantiles of the count of concordant pairs among indpendent pairs of random variables.
sensitivity.plot

Compare the sensitivity of different statistics.
higgins.fisher.kruskal.test

Fisher's LSD method applied to the Kruskal-Wallis test
MultNonParam-package

MultNonParam
exactquantileci

Exact Quantile Confidence Interval
dmannwhitney

Mann Whitney Probability Mass function
ecdfcis

Confidence Intervals for Empirical Cumulative Distribution Functions
kweffectsize

Sample Size for the Kruskal-Wallis test.
genscorestat

Normal-theory two sample scorestatistic.
betatest

Permutation test of assication
dconcordant

Calculate the probability atom of the count of concordant pairs among indpendent pairs of random variables.