PMCMRplus: Calculate Pairwise Multiple Comparisons of Mean Rank Sums
Extended
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.
| Version: |
1.9.12 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
mvtnorm (≥ 1.0), multcompView, gmp, Rmpfr, SuppDists, kSamples (≥ 1.2.7), BWStest (≥ 0.2.1), MASS, stats |
| Suggests: |
xtable, graphics, knitr, rmarkdown, car, e1071, multcomp, pwr, NSM3 |
| Published: |
2024-09-08 |
| DOI: |
10.32614/CRAN.package.PMCMRplus |
| Author: |
Thorsten Pohlert 
[aut, cre] |
| Maintainer: |
Thorsten Pohlert <thorsten.pohlert at gmx.de> |
| License: |
GPL (≥ 3) |
| NeedsCompilation: |
yes |
| SystemRequirements: |
gmp (>= 4.2.3), mpfr (>= 3.0.0) | file README.md |
| Materials: |
README, NEWS |
| In views: |
Environmetrics |
| CRAN checks: |
PMCMRplus results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse imports: |
compareGroups, easyDes, phenomis, qacBase, RHRV, signeR, statsExpressions, YAPSA |
| Reverse suggests: |
eq5d, matrixTests, memes, mlr, mlr3benchmark, parameters, pcutils, sageR |
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