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PMCMRplus
View on CRAN: Click
here
Download and install PMCMRplus package within the R console
Install from CRAN:
install.packages("PMCMRplus")
Install from Github:
library("remotes")
install_github("cran/PMCMRplus")
Install by package version:
library("remotes")
install_version("PMCMRplus", "1.9.10")
Attach the package and use:
library("PMCMRplus")
Maintained by
Thorsten Pohlert
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-17
Latest Update: 2023-07-06
Description:
For one-way layout experiments the one-way ANOVA can
be performed as an omnibus test. All-pairs multiple comparisons
tests (Tukey-Kramer test, Scheffe test, LSD-test)
and many-to-one tests (Dunnett test) for normally distributed
residuals and equal within variance are available. Furthermore,
all-pairs tests (Games-Howell test, Tamhane's T2 test,
Dunnett T3 test, Ury-Wiggins-Hochberg test) and many-to-one
(Tamhane-Dunnett Test) for normally distributed residuals
and heterogeneous variances are provided. Van der Waerden's normal
scores test for omnibus, all-pairs and many-to-one tests is
provided for non-normally distributed residuals and homogeneous
variances. The Kruskal-Wallis, BWS and Anderson-Darling
omnibus test and all-pairs tests
(Nemenyi test, Dunn test, Conover test, Dwass-Steele-Critchlow-
Fligner test) as well as many-to-one (Nemenyi test, Dunn test,
U-test) are given for the analysis of variance by ranks.
Non-parametric trend tests (Jonckheere test, Cuzick test,
Johnson-Mehrotra test, Spearman test) are included.
In addition, a Friedman-test for one-way ANOVA with repeated
measures on ranks (CRBD) and Skillings-Mack test for unbalanced
CRBD is provided with consequent all-pairs tests (Nemenyi test,
Siegel test, Miller test, Conover test, Exact test)
and many-to-one tests (Nemenyi test, Demsar test, Exact test).
A trend can be tested with Pages's test. Durbin's test
for a two-way balanced incomplete block design (BIBD) is given
in this package as well as Gore's test for CRBD with multiple
observations per cell is given. Outlier tests, Mandel's k- and
h statistic as well as functions for Type I error and Power
analysis as well as generic summary, print and plot methods
are provided.
How to cite:
Thorsten Pohlert (2018). PMCMRplus: Calculate Pairwise Multiple Comparisons of Mean Rank Sums Extended. R package version 1.9.10, https://cran.r-project.org/web/packages/PMCMRplus
Previous versions and publish date:
1.0.0 (2018-01-17 10:42), 1.0.1 (2018-04-26 21:56), 1.1.0 (2018-06-17 16:25), 1.2.0 (2018-06-25 22:40), 1.3.0 (2018-07-28 22:30), 1.4.0 (2018-08-15 15:50), 1.4.1 (2018-11-12 21:20), 1.4.2 (2019-10-21 16:40), 1.4.3 (2020-02-23 23:20), 1.4.4 (2020-03-01 16:00), 1.5.0 (2020-09-12 07:51), 1.5.1 (2020-09-27 19:10), 1.6.0 (2020-10-14 14:30), 1.6.1 (2020-10-21 19:00), 1.7.0 (2020-10-30 19:30), 1.7.1 (2020-11-30 18:30), 1.9.0 (2021-01-15 20:20), 1.9.2 (2021-10-13 20:42), 1.9.3 (2021-11-13 19:50), 1.9.4 (2022-04-07 20:02), 1.9.5 (2022-07-11 18:30), 1.9.6 (2022-08-17 12:50), 1.9.7 (2023-07-06 02:14), 1.9.8 (2023-10-09 20:50), 1.9.9 (2023-11-26 19:40)
Other packages that cited PMCMRplus R package
View PMCMRplus citation profile
Other R packages that PMCMRplus depends,
imports, suggests or enhances
Functions, R codes and Examples using
the PMCMRplus R package
Some associated functions: Cochran . Dgrubbs . Dunnett . GSTTest . Grubbs . MTest . Mandel-h . Mandel-k . NPMTest . Pentosan . adAllPairsTest . adKSampleTest . adManyOneTest . algae . barPlot . bwsAllPairsTest . bwsKSampleTest . bwsManyOneTest . bwsTrendTest . chaAllPairsNashimotoTest . chackoTest . chenJanTest . chenTest . cochranTest . cuzickTest . doubleGrubbsTest . dscfAllPairsTest . duncanTest . dunnettT3Test . dunnettTest . durbinAllPairsTest . durbinTest . flignerWolfeTest . frdAllPairsConoverTest . frdAllPairsExactTest . frdAllPairsMillerTest . frdAllPairsNemenyiTest . frdAllPairsSiegelTest . frdHouseTest . frdManyOneDemsarTest . frdManyOneExactTest . frdManyOneNemenyiTest . friedmanTest . gamesHowellTest . gesdTest . goreTest . grubbsTest . hartleyTest . hayterStoneTest . hsAllPairsTest . johnsonTest . jonckheereTest . kruskalTest . kwAllPairsConoverTest . kwAllPairsDunnTest . kwAllPairsNemenyiTest . kwManyOneConoverTest . kwManyOneDunnTest . kwManyOneNdwTest . leTest . lsdTest . mackWolfeTest . mandelhTest . mandelkTest . manyOneUTest . mrrTest . normalScoresAllPairsTest . normalScoresManyOneTest . normalScoresTest . osrtTest . pageTest . plot.PMCMR . plot.mandel . power.dunnett.test . power.tukey.test . power.williams.test . powerMCTests . powerOneWayTests . print.PMCMR . print.gesdTest . print.mandel . print.osrt . print.powerOneWayPMCMR . print.powerPMCMR . print.trendPMCMR . qPCR . quadeAllPairsTest . reviewers . scheffeTest . shanTest . shirleyWilliamsTest . siegelTukeyTest . skillingsMackTest . snkTest . spearmanTest . steelTest . steelsKSampleTest . stepDownTrendTest . summary.PMCMR . summary.gesdTest . summary.mandel . summary.osrt . summary.trendPMCMR . summaryGroup . tamhaneDunnettTest . tamhaneT2Test . toTidy . trout . tukeyTest . uryWigginsHochbergTest . vanWaerdenAllPairsTest . vanWaerdenManyOneTest . vanWaerdenTest . welchManyOneTTest . williamsTest .
Some associated R codes: Cochran.R . Dgrubbs.R . Dunnett.R . GSTTest.R . Grubbs.R . HStat.R . MTest.R . NPMTest.R . Pentosan.R . SD1.R . adAllPairsTest.R . adKSampleTest.R . adManyOneTest.R . adjust.hCrit.R . algae.R . approxHayter.R . bwsAllPairsTest.R . bwsKSampleTest.R . bwsManyOneTest.R . bwsTrendTest.R . chaAllPairsNashimotoTest.R . chackoTest.R . chenJanTest.R . chenTest.R . cochranTest.R . cuzickTest.R . doubleGrubbsTest.R . dscfAllPairsTest.R . duncanTest.R . dunnettT3Test.R . dunnettTest.R . durbinAllPairsTest.R . durbinTest.R . flignerWolfeTest.R . frdAllPairsConoverTest.R . frdAllPairsExactTest.R . frdAllPairsMillerTest.R . frdAllPairsNemenyiTest.R . frdAllPairsSiegelTest.R . frdHouseTest.R . frdManyOneDemsarTest.R . frdManyOneExactTest.R . frdManyOneNemenyiTest.R . frdRanks.R . friedmanTest.R . gamesHowellTest.R . gesdTest.R . gettiesDunn.R . gettiesFW.R . gettiesKruskal.R . goreTest.R . grubbsTest.R . hartleyTest.R . hayterStoneTest.R . hsAllPairsTest.R . johnsonTest.R . jonckheere.test.R . kruskalTest.R . kwAllPairsConoverTest.R . kwAllPairsDunnTest.R . kwAllPairsNemenyiTest.R . kwManyOneConoverTest.R . kwManyOneDunnTest.R . kwManyOneNdwTest.R . leTest.R . lsdTest.R . mackWolfeTest.R . mandelh.R . mandelhTest.R . mandelkTest.R . manyOneUTest.R . mrrTest.R . normalScoresAllPairsTest.R . normalScoresManyOneTest.R . normalScoresTest.R . osrtTest.R . pHS.R . pageTest.R . pexactfrsd.R . pkgname.R . plot.PMCMR.R . plot.mandel.R . power.dunnett.test.R . power.tukey.test.R . power.williams.test.R . powerMCTests.R . powerOneWayTests.R . print.PMCMR.R . print.mandel.R . print.osrt.R . print.powerOneWayPMCMR.R . print.powerPMCMR.R . print.trendPMCMR.R . qPCR.R . qmandelk.R . quadeAllPairsTest.R . reviewers.R . scheffeTest.R . shanTest.R . shirleyWilliamsTest.R . siegelTukeyTest.R . skillingsMackTest.R . snkTest.R . spearmanTest.R . steelTest.R . steelsKSampleTest.R . stepDownTrendTest.R . tamhaneDunnettTest.R . tamhaneT2Test.R . toTidy.R . trout.R . tukeyTest.R . uryWigginsHochbergTest.R . vanWaerdenAllPairsTest.R . vanWaerdenManyOneTest.R . vanWaerdenTest.R . welchManyOneTTest.R . williamsTest.R . Full PMCMRplus package functions and examples
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