Package: WRS2 1.1-7

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_1.1-7.tar.gz
WRS2_1.1-7.zip(r-4.7)WRS2_1.1-7.zip(r-4.6)WRS2_1.1-7.zip(r-4.5)
WRS2_1.1-7.tgz(r-4.6-any)WRS2_1.1-7.tgz(r-4.5-any)
WRS2_1.1-7.tar.gz(r-4.7-any)WRS2_1.1-7.tar.gz(r-4.6-any)
WRS2_1.1-7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
WRS2/json (API)

# Install 'WRS2' in R:

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

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

Datasets:

bush - Bushtucker Foods
chile - Chile Heat and Length
diet - Diet and Weight Loss
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
movie - Movies and Aggressive Affect
picture - Profile Pictures
Pygmalion - Pygmalion Data
spider - Arachnophobes
swimming - Optimistic and Pessimistic Swimmers
viagra - Effects of Viagra
WineTasting - Wine Tasting

On CRAN:

8.53 score 10 packages 616 scripts 9.1k downloads 71 mentions 59 exports 4 dependencies

Last updated from:bd3f6cfe22. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	188
source / vignettes	OK	248
linux-release-x86_64	OK	190
macos-release-arm64	OK	94
macos-oldrel-arm64	OK	98
windows-devel	OK	214
windows-release	OK	130
windows-oldrel	OK	134
wasm-release	OK	116

Exports:akp.effect ancboot ancova binband bwtrim dep.effect discANOVA discmcp discstep Dqcomhd lincon mcp2a mcp2atm mcppb20 med1way med2way medpb2 mest mestse mom msmedse onesampb onestep pairdepb pb2gen pbad2way pball pbcor Qanova qcomhd rmanova rmanovab rmmcp rungen runmbo runmean sppba sppbb sppbi t1way t1waybt t2way t3way trimcibt trimse tsplit twocor twopcor winall wincor winmean winse winvar wmcpAKP yuen yuen.effect.ci yuenbt yuend ZYmediate

Dependencies:MASS plyr Rcpp reshape

WRS2

Rendered fromWRS2.Rnwusingknitr::knitr

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Robust ANCOVA	ancboot ancova print.ancova
Comparison of discrete distributions	binband discANOVA discmcp discstep
Bushtucker Foods	bush
A robust two-way mixed ANOVA using trimmed means.	bwtrim sppba sppbb sppbi tsplit
Chile Heat and Length	chile
Diet and Weight Loss	diet
The Electric Company	electric
Academic Writing Data	essays
European Soccer Leagues	eurosoccer
Beer Goggles Effect	goggles
Hangover Symptoms	hangover
Cloaks of Invisibility	invisibility
Maternal Self-Efficacy	Leerkes
Heteroscedastic one-way ANOVA for medians.	med1way print.med1way
A two-way ANOVA for medians.	med2way
Movies and Aggressive Affect	movie
One-sample percentile bootstrap	onesampb
Robust correlation coefficients.	pball pbcor print.pbcor winall wincor
Profile Pictures	picture
Pygmalion Data	Pygmalion
Quantile ANOVA	Qanova
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 Smoother	rungen runmbo runmean
Arachnophobes	spider
Optimistic and Pessimistic Swimmers	swimming
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 test	trimcibt
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 Viagra	viagra
Wine Tasting	WineTasting
Effect size for dependent samples ANOVA	wmcpAKP
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 test	ZYmediate