MultNonParam: Multivariate Nonparametric Methods

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.

Author
John E. Kolassa & Stephane Jankowski
Date of publication
2016-10-21 03:52:54
Maintainer
John E. Kolassa <kolassa@stat.rutgers.edu>
License
GPL-2
Version
1.2.5

View on CRAN

Man pages

aov.P
One-way ANOVA using permutation tests
betatest
Permumation p-value for the test of association between two...
dmannwhitney
Probabilities associated with the Mann-Whitney test
higgins.fisher.kruskal.test
Fisher's Least Significant Difference (LSD) for...
MultNonParam-package
MultNonParam
page.test.unbalanced
Perform Page test for unbalanced two-way design
probest
Stratified Multivariate Kawaguchi Koch Wang Estimators
prostate.data
Prostate cancer data set
sensitivity.plot
Sensitivity plot
sotiriou.data
Breast cancer data set
symscorestat
Generalization of Wilcoxon signed rank test
testve
Diagnosis for multivariate stratified Kawaguchi - Koch - Wang...
tukey.kruskal.test
Tukey HSD procedure
util.jplot
Smoothered plot
wilding
Two-stage Mann-Whitney test

Files in this package

MultNonParam
MultNonParam/inst
MultNonParam/inst/testaov.f90
MultNonParam/inst/Makefile
MultNonParam/inst/testperm.f90
MultNonParam/inst/temp.csv
MultNonParam/inst/test.csv
MultNonParam/inst/testprobest.f90
MultNonParam/inst/probest.R
MultNonParam/inst/lastinput
MultNonParam/src
MultNonParam/src/aovp.f90
MultNonParam/src/dwildings.f90
MultNonParam/src/Makevars
MultNonParam/src/signtestperm.f90
MultNonParam/src/probest.f90
MultNonParam/NAMESPACE
MultNonParam/data
MultNonParam/data/prostate.data.txt.gz
MultNonParam/data/sotiriou.data.txt.gz
MultNonParam/R
MultNonParam/R/page.test.unbalanced.R
MultNonParam/R/higgins.fisher.kruskal.test.R
MultNonParam/R/symscorestat.R
MultNonParam/R/tukey.kruskal.test.R
MultNonParam/R/aov.P.R
MultNonParam/R/functions.R
MultNonParam/R/zzz.r
MultNonParam/R/probest.R
MultNonParam/R/mood.median.test.R
MultNonParam/MD5
MultNonParam/DESCRIPTION
MultNonParam/man
MultNonParam/man/higgins.fisher.kruskal.test.Rd
MultNonParam/man/symscorestat.Rd
MultNonParam/man/testve.Rd
MultNonParam/man/dmannwhitney.Rd
MultNonParam/man/wilding.Rd
MultNonParam/man/page.test.unbalanced.Rd
MultNonParam/man/betatest.Rd
MultNonParam/man/probest.Rd
MultNonParam/man/aov.P.Rd
MultNonParam/man/util.jplot.Rd
MultNonParam/man/sotiriou.data.Rd
MultNonParam/man/MultNonParam-package.Rd
MultNonParam/man/sensitivity.plot.Rd
MultNonParam/man/tukey.kruskal.test.Rd
MultNonParam/man/prostate.data.Rd