PMCMRplus1.9.12 package

Calculate Pairwise Multiple Comparisons of Mean Rank Sums Extended

adAllPairsTest

Anderson-Darling All-Pairs Comparison Test

adKSampleTest

Anderson-Darling k-Sample Test

adManyOneTest

Anderson-Darling Many-To-One Comparison Test

barPlot

Plotting PMCMR Objects

bwsAllPairsTest

BWS All-Pairs Comparison Test

bwsKSampleTest

Murakami's k-Sample BWS Test

bwsManyOneTest

BWS Many-To-One Comparison Test

bwsTrendTest

Testing against Ordered Alternatives (Murakami's BWS Trend Test)

chaAllPairsNashimotoTest

All-Pairs Comparisons for Simply Ordered Mean Ranksums

chackoTest

Testing against Ordered Alternatives (Chacko's Test)

chenJanTest

Chen and Jan Many-to-One Comparisons Test

chenTest

Chen's Many-to-One Comparisons Test

Cochran

Cochran's distribution

cochranTest

Cochran Test

cuzickTest

Testing against Ordered Alternatives (Cuzick's Test)

Dgrubbs

Grubbs D* distribution

doubleGrubbsTest

Grubbs Double Outlier Test

dscfAllPairsTest

Multiple Comparisons of Mean Rank Sums

duncanTest

Duncan's Multiple Range Test

Dunnett

Dunnett Distribution

dunnettT3Test

Dunnett's T3 Test

dunnettTest

Dunnett's Many-to-One Comparisons Test

durbinAllPairsTest

All-Pairs Comparisons Test for Balanced Incomplete Block Designs

durbinTest

Durbin Test

flignerWolfeTest

Testing Several Treatments With One Control

frdAllPairsConoverTest

Conover's All-Pairs Comparisons Test for Unreplicated Blocked Data

frdAllPairsExactTest

Exact All-Pairs Comparisons Test for Unreplicated Blocked Data

frdAllPairsMillerTest

Millers's All-Pairs Comparisons Test for Unreplicated Blocked Data

frdAllPairsNemenyiTest

Nemenyi's All-Pairs Comparisons Test for Unreplicated Blocked Data

frdAllPairsSiegelTest

Siegel and Castellan's All-Pairs Comparisons Test for Unreplicated Blo...

frdHouseTest

House Test

frdManyOneDemsarTest

Demsar's Many-to-One Test for Unreplicated Blocked Data

frdManyOneExactTest

Exact Many-to-One Test for Unreplicated Blocked Data

frdManyOneNemenyiTest

Nemenyi's Many-to-One Test for Unreplicated Blocked Data

friedmanTest

Friedman Rank Sum Test

gamesHowellTest

Games-Howell Test

gesdTest

Generalized Extreme Studentized Deviate Many-Outlier Test

goreTest

Gore Test

Grubbs

Grubbs distribution

grubbsTest

Grubbs Outlier Test

GSTTest

Generalized Siegel-Tukey Test of Homogeneity of Scales

hartleyTest

Hartley's Maximum F-Ratio Test of Homogeneity of Variances

hayterStoneTest

Hayter-Stone Test

hsAllPairsTest

Hayter-Stone All-Pairs Comparison Test

johnsonTest

Testing against Ordered Alternatives (Johnson-Mehrotra Test)

jonckheereTest

Testing against Ordered Alternatives (Jonckheere-Terpstra Test)

kruskalTest

Kruskal-Wallis Rank Sum Test

kwAllPairsConoverTest

Conover's All-Pairs Rank Comparison Test

kwAllPairsDunnTest

Dunn's All-Pairs Rank Comparison Test

kwAllPairsNemenyiTest

Nemenyi's All-Pairs Rank Comparison Test

kwManyOneConoverTest

Conover's Many-to-One Rank Comparison Test

kwManyOneDunnTest

Dunn's Many-to-One Rank Comparison Test

kwManyOneNdwTest

Nemenyi-Damico-Wolfe Many-to-One Rank Comparison Test

leTest

Testing against Ordered Alternatives (Le's Test)

lsdTest

Least Significant Difference Test

mackWolfeTest

Mack-Wolfe Test for Umbrella Alternatives

Mandel-h

Mandel's h Distribution

Mandel-k

Mandel's k Distribution

mandelhTest

Mandel's h Test According to E 691 ASTM

mandelkTest

Mandel's k Test According to E 691 ASTM

manyOneUTest

Multiple Comparisons with One Control (U-test)

medianAllPairsTest

Brown-Mood All Pairs Median Test

medianTest

Brown-Mood Median Test

mrrTest

Madhava Rao-Raghunath Test for Testing Treatment vs. Control

MTest

Extended One-Sided Studentised Range Test

normalScoresAllPairsTest

Lu-Smith All-Pairs Comparison Normal Scores Test

normalScoresManyOneTest

Lu-Smith Many-One Comparisons Normal Scores Test

normalScoresTest

Lu-Smith Normal Scores Test

NPMTest

All-Pairs Comparisons for Simply Ordered Mean Ranksums

osrtTest

One-Sided Studentized Range Test

pageTest

Page Rank Sum Test

plot.mandel

Plotting mandel Objects

plot.PMCMR

Plotting PMCMR Objects

power.dunnett.test

Power Calculations for Balanced Dunnett's Many-to-One Comparison Test

power.tukey.test

Power Calculations for Balanced Tukey's Multiple Comparison Test

power.williams.test

Power calculations for minimum detectable difference of the Williams' ...

powerMCTests

Power Simulation for One-Factorial All-Pairs and Many-To-One Compariso...

powerOneWayTests

Power Simulation for One-Factorial Single Hypothesis Tests

print.gesdTest

gesdTest Printing

print.mandel

Mandel Printing

print.osrt

osrt Printing

print.PMCMR

PMCMR Printing

print.powerOneWayPMCMR

PowerOneWayPMCMR Printing

print.powerPMCMR

PowerPMCMR Printing

print.trendPMCMR

trendPMCMR Printing

quadeAllPairsTest

All-Pairs Comparisons for Unreplicated Blocked Data (Quade's All-Pairs...

scheffeTest

Scheffe's Test

shanTest

Testing against Ordered Alternatives (Shan-Young-Kang Test)

shirleyWilliamsTest

Shirley-Williams Test

siegelTukeyTest

Siegel-Tukey Rank Dispersion Test

skillingsMackTest

Skillings-Mack Test

snkTest

Student-Newman-Keuls Test

spearmanTest

Testing against Ordered Alternatives (Spearman Test)

steelsKSampleTest

Steel's k-Treatments vs. Control Test

steelTest

Steel's Many-to-One Rank Test

stepDownTrendTest

Step Down Trend Tests

summary.gesdTest

Summarize an gesdTest Object

summary.mandel

Object Summary for class "mandel"

summary.osrt

Summarize an osrt Object

summary.PMCMR

Summarize an PMCMR Object

summary.trendPMCMR

Summarize an trendPMCMR Object

summaryGroup

Grouped Summary of an PMCMR Object

tamhaneDunnettTest

Tamhane-Dunnett Many-to-One Comparison Test

tamhaneT2Test

Tamhane's T2 Test

toTidy

Convert a PMCMR or osrt Object to a Data.Frame

tukeyTest

Tukey's Multiple Comparison Test

uryWigginsHochbergTest

Ury, Wiggins, Hochberg Test

vanWaerdenAllPairsTest

van-der-Waerden's All-Pairs Comparison Normal Scores Test

vanWaerdenManyOneTest

van-der-Waerden's Many-One Comparisons Normal Scores Test

vanWaerdenTest

van der Waerden's Normal Scores Test

welchManyOneTTest

Welchs's Many-To-One Comparison Test

williamsTest

Williams Trend Test

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.

  • Maintainer: Thorsten Pohlert
  • License: GPL (>= 3)
  • Last published: 2024-09-08