WRS2: A Collection of Robust Statistical Methods

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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.

Author
Patrick Mair [cre, aut], Rand Wilcox [aut]
Date of publication
2016-08-13 11:08:49
Maintainer
Patrick Mair <mair@fas.harvard.edu>
License
GPL-3
Version
0.9-1
URLs

View on CRAN

Man pages

ancova
Robust ANCOVA
binband
Comparison of discrete distributions
bush
Bushtucker Foods
bwtrim
A robust two-way mixed ANOVA using trimmed means.
chile
Chile Heat and Length
electric
The Electric Company
essays
Academic Writing Data
eurosoccer
European Soccer Leagues
goggles
Beer Goggles Effect
hangover
Hangover Symptoms
invisibility
Cloaks of Invisibility
Leerkes
Maternal Self-Efficacy
med1way
Heteroscedastic one-way ANOVA for medians.
med2way
A two-way ANOVA for medians.
movie
Movies and Aggressive Affect
pbcor
Robust correlation coefficients.
picture
Profile Pictures
Pygmalion
Pygmalion Data
qanova
Quantile ANOVA
rmanova
A heteroscedastic one-way repeated measures ANOVA for trimmed...
rmanovab
A heteroscedastic one-way repeated measures bootstrap ANOVA...
runmean
Running Interval Smoother
spider
Arachnophobes
swimming
Optimistic and Pessimistic Swimmers
t1way
A heteroscedastic one-way ANOVA for trimmed means.
t1waybt
Bootstrap version of the heteroscedastic one-way ANOVA for...
t2way
A two-way ANOVA for trimmed means, M-estimators, and medians.
t3way
A three-way ANOVA for trimmed means.
trimse
Robust location measures and their standard errors (se).
twocor
Confidence intervals for two-sided tests on correlation...
viagra
Effects of Viagra
WineTasting
Wine Tasting
WRS2-package
Wilcox Robust Estimation and Testing
yuen
Independent samples t-tests on robust location measures...
yuend
Paired samples robust t-tests.
ZYmediate
Robust mediation test

Files in this package

WRS2
WRS2/inst
WRS2/inst/CITATION
WRS2/inst/NEWS.Rd
WRS2/inst/NEWSRd2txt.R
WRS2/inst/doc
WRS2/inst/doc/WRS2.Rnw
WRS2/inst/doc/WRS2.pdf
WRS2/inst/doc/WRS2.R
WRS2/NAMESPACE
WRS2/data
WRS2/data/movie.rda
WRS2/data/essays.rda
WRS2/data/electric.rda
WRS2/data/WineTasting.rda
WRS2/data/Pygmalion.rda
WRS2/data/hangover.rda
WRS2/data/bush.rda
WRS2/data/Leerkes.rda
WRS2/data/swimming.rda
WRS2/data/invisibility.rda
WRS2/data/eurosoccer.rda
WRS2/data/picture.rda
WRS2/data/spider.rda
WRS2/data/viagra.rda
WRS2/data/goggles.rda
WRS2/data/chile.rda
WRS2/R
WRS2/R/trimci.R
WRS2/R/listm.R
WRS2/R/binband.R
WRS2/R/rmanovab.R
WRS2/R/apgdis.R
WRS2/R/outogk.R
WRS2/R/tsubrmanovab.R
WRS2/R/pairdepb.R
WRS2/R/spat.R
WRS2/R/rmanovatemp.R
WRS2/R/tsub.R
WRS2/R/model.matrix.mcp.R
WRS2/R/rmanova.R
WRS2/R/akp.effect.R
WRS2/R/pdis.R
WRS2/R/idealf.R
WRS2/R/mcp2a.R
WRS2/R/twopcor.R
WRS2/R/print.t2way.R
WRS2/R/selby.R
WRS2/R/tauvar.R
WRS2/R/mom.R
WRS2/R/print.robmed.R
WRS2/R/smean.R
WRS2/R/ZYmediate.R
WRS2/R/print.robtab.R
WRS2/R/print.twocor.R
WRS2/R/print.spp.R
WRS2/R/ancova.R
WRS2/R/print.t1way.R
WRS2/R/outmgv.R
WRS2/R/twocor.R
WRS2/R/t1wayv2.R
WRS2/R/bwtrim.R
WRS2/R/tmean.R
WRS2/R/runmbo.R
WRS2/R/Qanova.R
WRS2/R/mcppb20.R
WRS2/R/trimse.R
WRS2/R/winmean.R
WRS2/R/outpro.R
WRS2/R/elimna.R
WRS2/R/lloc.R
WRS2/R/dnormvar.R
WRS2/R/gvar.R
WRS2/R/rmba.R
WRS2/R/near.R
WRS2/R/depth.R
WRS2/R/pball.R
WRS2/R/print.rmanovab.R
WRS2/R/rmdzero.R
WRS2/R/t3pval.R
WRS2/R/sppbi.R
WRS2/R/hard.rejection.R
WRS2/R/print.t3way.R
WRS2/R/print.t1waybt.R
WRS2/R/depths1.R
WRS2/R/discANOVA.R
WRS2/R/yuen.effect.ci.R
WRS2/R/utilities.R
WRS2/R/qcomhd.R
WRS2/R/winvar.R
WRS2/R/pbcor.R
WRS2/R/selby2.R
WRS2/R/ogk.pairwise.R
WRS2/R/push.R
WRS2/R/t1way.R
WRS2/R/discstep.R
WRS2/R/near3d.R
WRS2/R/out.R
WRS2/R/linconb.R
WRS2/R/mgvar.R
WRS2/R/pbadepth1.R
WRS2/R/mestse.R
WRS2/R/discmcp.R
WRS2/R/wincor.R
WRS2/R/dmean.R
WRS2/R/t1waybt.R
WRS2/R/con2way.R
WRS2/R/Dqcomhd.R
WRS2/R/onestep.R
WRS2/R/covmve.R
WRS2/R/pbos.R
WRS2/R/bi2KMSv2.R
WRS2/R/print.pbcor.R
WRS2/R/fdepth.R
WRS2/R/mest.R
WRS2/R/lincon.R
WRS2/R/smmcrit.R
WRS2/R/yuenbt.R
WRS2/R/trimparts.R
WRS2/R/spat.sub.R
WRS2/R/pb2gen.R
WRS2/R/rungen.R
WRS2/R/unidepth.R
WRS2/R/standm.R
WRS2/R/print.pball.R
WRS2/R/med2way.R
WRS2/R/gkcov.R
WRS2/R/smmval.R
WRS2/R/print.qanova.R
WRS2/R/winvarN.R
WRS2/R/ancboot.R
WRS2/R/taulc.R
WRS2/R/twobinom.R
WRS2/R/t3way.R
WRS2/R/runmean.R
WRS2/R/hd.R
WRS2/R/matl.R
WRS2/R/outbox.R
WRS2/R/print.mcp1.R
WRS2/R/winse.R
WRS2/R/print.ancova.R
WRS2/R/yuend.R
WRS2/R/fac2list.R
WRS2/R/print.mcp.R
WRS2/R/smmcrit01.R
WRS2/R/rmanogsub.R
WRS2/R/sppba.R
WRS2/R/sppbb.R
WRS2/R/t2way.R
WRS2/R/disc2com.R
WRS2/R/rmanovab1.R
WRS2/R/print.pb2.R
WRS2/R/lincon1.R
WRS2/R/johansp.R
WRS2/R/msmedse.R
WRS2/R/print.med1way.R
WRS2/R/hpsi.R
WRS2/R/fdepthv2.R
WRS2/R/ogk.R
WRS2/R/covmtrim.R
WRS2/R/t1way.effect.R
WRS2/R/rmmcp.R
WRS2/R/print.yuen.R
WRS2/R/runhat.R
WRS2/R/med1way.R
WRS2/R/yuen.R
WRS2/R/medpb2.R
WRS2/R/johan.R
WRS2/R/mcp2atm.R
WRS2/R/winval.R
WRS2/R/trimpartt.R
WRS2/R/pbad2way.R
WRS2/R/smmvalv2.R
WRS2/R/tauloc.R
WRS2/R/print.mcp2.R
WRS2/R/med1way.crit.R
WRS2/R/kron.R
WRS2/R/winall.R
WRS2/R/yuen1.R
WRS2/vignettes
WRS2/vignettes/WRS2.bib
WRS2/vignettes/WRS2.Rnw
WRS2/MD5
WRS2/build
WRS2/build/vignette.rds
WRS2/DESCRIPTION
WRS2/man
WRS2/man/WRS2-package.Rd
WRS2/man/ancova.Rd
WRS2/man/electric.Rd
WRS2/man/binband.Rd
WRS2/man/med2way.Rd
WRS2/man/Leerkes.Rd
WRS2/man/swimming.Rd
WRS2/man/trimse.Rd
WRS2/man/rmanovab.Rd
WRS2/man/ZYmediate.Rd
WRS2/man/bwtrim.Rd
WRS2/man/invisibility.Rd
WRS2/man/eurosoccer.Rd
WRS2/man/runmean.Rd
WRS2/man/spider.Rd
WRS2/man/rmanova.Rd
WRS2/man/movie.Rd
WRS2/man/yuen.Rd
WRS2/man/picture.Rd
WRS2/man/WineTasting.Rd
WRS2/man/t2way.Rd
WRS2/man/t1way.Rd
WRS2/man/essays.Rd
WRS2/man/viagra.Rd
WRS2/man/goggles.Rd
WRS2/man/qanova.Rd
WRS2/man/hangover.Rd
WRS2/man/t3way.Rd
WRS2/man/bush.Rd
WRS2/man/yuend.Rd
WRS2/man/pbcor.Rd
WRS2/man/t1waybt.Rd
WRS2/man/med1way.Rd
WRS2/man/Pygmalion.Rd
WRS2/man/chile.Rd
WRS2/man/twocor.Rd