PMCMR: Calculate Pairwise Multiple Comparisons of Mean Rank Sums

The Kruskal and Wallis one-way analysis of variance by ranks or van der Waerden's normal score test can be employed, if the data do not meet the assumptions for one-way ANOVA. Provided that significant differences were detected by the omnibus test, one may be interested in applying post-hoc tests for pairwise multiple comparisons (such as Nemenyi's test, Dunn's test, Conover's test, van der Waerden's test). Similarly, one-way ANOVA with repeated measures that is also referred to as ANOVA with unreplicated block design can also be conducted via the Friedman-Test or the Quade-test. The consequent post-hoc pairwise multiple comparison tests according to Nemenyi, Conover and Quade are also provided in this package. Finally Durbin's test for a two-way balanced incomplete block design (BIBD) is also given in this package.

Author
Thorsten Pohlert
Date of publication
2016-01-06 10:15:27
Maintainer
Thorsten Pohlert <thorsten.pohlert@gmx.de>
License
GPL (>= 3)
Version
4.1

View on CRAN

Man pages

dunn.test.control
Pairwise Test for Multiple Comparisons of Mean Rank Sums with...
durbin.test
Durbin test
get.pvalues
Prints PMCMR objects
jonckheere.test
Jonckheere-Terpstrata test for testing k independent samples...
PMCMR-package
Calculate pairwise multiple comparisons between mean rank...
posthoc.durbin.test
Posthoc Durbin test
posthoc.friedman.conover.test
Pairwise post-hoc Test for Multiple Comparisons of Rank Sums...
posthoc.friedman.nemenyi.test
Pairwise post-hoc Test for Multiple Comparisons of Mean Rank...
posthoc.kruskal.conover
Pairwise Test for Multiple Comparisons of Mean Rank Sums...
posthoc.kruskal.dunn.test
Pairwise Test for Multiple Comparisons of Mean Rank Sums...
posthoc.kruskal.nemenyi.test
Pairwise Test for Multiple Comparisons of Mean Rank Sums...
posthoc.quade.test
Pairwise post-hoc Test for Multiple Comparisons of Rank Sums...
posthoc.vanWaerden.test
Pairwise Test for Multiple Comparisons of normal scores (van...
print.PMCMR
Prints PMCMR objects
summary.PMCMR
Summarizing PMCMR objects
vanWaerden.test
van der Waerden's normal scores test

Files in this package

PMCMR
PMCMR/inst
PMCMR/inst/CITATION
PMCMR/inst/NEWS.Rd
PMCMR/inst/doc
PMCMR/inst/doc/PMCMR.pdf
PMCMR/inst/doc/PMCMR.Rnw
PMCMR/inst/doc/PMCMR.R
PMCMR/NAMESPACE
PMCMR/R
PMCMR/R/posthoc.durbin.test.R
PMCMR/R/posthoc.vanWaerden.test.R
PMCMR/R/posthoc.kruskal.conover.R
PMCMR/R/print.PMCMR.R
PMCMR/R/posthoc.quade.test.R
PMCMR/R/dunn.test.control.R
PMCMR/R/posthoc.friedman.nemenyi.test.R
PMCMR/R/vanWaerden.test.R
PMCMR/R/posthoc.kruskal.nemenyi.test.R
PMCMR/R/jonckheere.test.R
PMCMR/R/posthoc.kruskal.dunn.test.R
PMCMR/R/posthoc.friedman.conover.R
PMCMR/R/durbin.test.R
PMCMR/vignettes
PMCMR/vignettes/PMCMR.bib
PMCMR/vignettes/PMCMR.Rnw
PMCMR/MD5
PMCMR/build
PMCMR/build/vignette.rds
PMCMR/DESCRIPTION
PMCMR/man
PMCMR/man/print.PMCMR.Rd
PMCMR/man/posthoc.kruskal.conover.Rd
PMCMR/man/jonckheere.test.Rd
PMCMR/man/posthoc.kruskal.nemenyi.test.Rd
PMCMR/man/posthoc.durbin.test.Rd
PMCMR/man/durbin.test.Rd
PMCMR/man/dunn.test.control.Rd
PMCMR/man/posthoc.friedman.conover.test.Rd
PMCMR/man/vanWaerden.test.Rd
PMCMR/man/posthoc.vanWaerden.test.Rd
PMCMR/man/posthoc.kruskal.dunn.test.Rd
PMCMR/man/posthoc.quade.test.Rd
PMCMR/man/posthoc.friedman.nemenyi.test.Rd
PMCMR/man/PMCMR-package.Rd
PMCMR/man/get.pvalues.Rd
PMCMR/man/summary.PMCMR.Rd