Package: WRS2 1.1-6

Patrick Mair

WRS2: A Collection of Robust Statistical Methods

A collection of robust statistical methods based on Wilcox' WRS functions. It implements robust t-tests (independent and dependent samples), robust ANOVA (including between-within subject designs), quantile ANOVA, robust correlation, robust mediation, and nonparametric ANCOVA models based on robust location measures.

Authors:Patrick Mair [cre, aut], Rand Wilcox [aut], Indrajeet Patil [ctb]

WRS2_1.1-6.tar.gz
WRS2_1.1-6.zip(r-4.5)WRS2_1.1-6.zip(r-4.4)WRS2_1.1-6.zip(r-4.3)
WRS2_1.1-6.tgz(r-4.4-any)WRS2_1.1-6.tgz(r-4.3-any)
WRS2_1.1-6.tar.gz(r-4.5-noble)WRS2_1.1-6.tar.gz(r-4.4-noble)
WRS2_1.1-6.tgz(r-4.4-emscripten)WRS2_1.1-6.tgz(r-4.3-emscripten)
WRS2.pdf |WRS2.html✨
WRS2/json (API)
NEWS

# Install 'WRS2' in R:
install.packages('WRS2', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://r-forge.r-project.org/projects/psychor

Datasets:

On CRAN:

59 exports 5.81 score 4 dependencies 7 dependents 71 mentions 400 scripts 7.8k downloads

Last updated 4 months agofrom:5fca3c3775. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 24 2024
R-4.5-winOKAug 24 2024
R-4.5-linuxOKAug 24 2024
R-4.4-winOKAug 24 2024
R-4.4-macOKAug 24 2024
R-4.3-winOKAug 24 2024
R-4.3-macOKAug 24 2024

Exports:akp.effectancbootancovabinbandbwtrimdep.effectdiscANOVAdiscmcpdiscstepDqcomhdlinconmcp2amcp2atmmcppb20med1waymed2waymedpb2mestmestsemommsmedseonesampbonesteppairdepbpb2genpbad2waypballpbcorQanovaqcomhdrmanovarmanovabrmmcprungenrunmborunmeansppbasppbbsppbit1wayt1waybtt2wayt3waytrimcibttrimsetsplittwocortwopcorwinallwincorwinmeanwinsewinvarwmcpAKPyuenyuen.effect.ciyuenbtyuendZYmediate

Dependencies:MASSplyrRcppreshape

WRS2

Rendered fromWRS2.Rnwusingknitr::knitron Aug 24 2024.

Last update: 2020-06-09
Started: 2015-10-01

Readme and manuals

Help Manual

Help pageTopics
Robust ANCOVAancboot ancova print.ancova
Comparison of discrete distributionsbinband discANOVA discmcp discstep
Bushtucker Foodsbush
A robust two-way mixed ANOVA using trimmed means.bwtrim sppba sppbb sppbi tsplit
Chile Heat and Lengthchile
Diet and Weight Lossdiet
The Electric Companyelectric
Academic Writing Dataessays
European Soccer Leagueseurosoccer
Beer Goggles Effectgoggles
Hangover Symptomshangover
Cloaks of Invisibilityinvisibility
Maternal Self-EfficacyLeerkes
Heteroscedastic one-way ANOVA for medians.med1way print.med1way
A two-way ANOVA for medians.med2way
Movies and Aggressive Affectmovie
One-sample percentile bootstraponesampb
Robust correlation coefficients.pball pbcor print.pbcor winall wincor
Profile Picturespicture
Pygmalion DataPygmalion
Quantile ANOVAQanova
A heteroscedastic one-way repeated measures ANOVA for trimmed means.rmanova rmmcp
A heteroscedastic one-way repeated measures bootstrap ANOVA for trimmed means.pairdepb rmanovab
Running Interval Smootherrungen runmbo runmean
Arachnophobesspider
Optimistic and Pessimistic Swimmersswimming
A heteroscedastic one-way ANOVA for trimmed means.lincon print.t1way t1way
Bootstrap version of the heteroscedastic one-way ANOVA for trimmed means.mcppb20 print.t1waybt t1waybt
A two-way ANOVA for trimmed means, M-estimators, and medians.mcp2a mcp2atm model.matrix.mcp pbad2way print.mcp print.t2way t2way
A three-way ANOVA for trimmed means.print.t3way t3way
Bootstrap-t method for one-sample testtrimcibt
Robust location measures and their standard errors (se).mest mestse mom msmedse onestep trimse winmean winse winvar
Confidence intervals for two-sided tests on correlation coefficients.print.twocor twocor twopcor
Effects of Viagraviagra
Wine TastingWineTasting
Effect size for dependent samples ANOVAwmcpAKP
Independent samples t-tests on robust location measures including effect sizes.akp.effect medpb2 pb2gen print.pb2 print.yuen qcomhd yuen yuen.effect.ci yuenbt
Paired samples robust t-tests.dep.effect Dqcomhd yuend
Robust mediation testZYmediate