Package: WAnova 0.4.0

Niklas Burgard

WAnova: Welch's Anova from Summary Statistics

Provides the functions to perform a Welch's one-way Anova with fixed effects based on summary statistics (sample size, means, standard deviation) and the Games-Howell post hoc test for multiple comparisons and provides the effect size estimator adjusted omega squared. In addition sample size estimation can be computed based on Levy's method, and a Monte Carlo simulation is included to bootstrap residual normality and homoscedasticity Welch, B. L. (1951) <doi:10.1093/biomet/38.3-4.330> Kirk, R. E. (1996) <doi:10.1177/0013164496056005002> Carroll, R. M., & Nordholm, L. A. (1975) <doi:10.1177/001316447503500304> Albers, C., & Lakens, D. (2018) <doi:10.1016/j.jesp.2017.09.004> Games, P. A., & Howell, J. F. (1976) <doi:10.2307/1164979> Levy, K. J. (1978a) <doi:10.1080/00949657808810246> Show-Li, J., & Gwowen, S. (2014) <doi:10.1111/bmsp.12006>.

Authors:Niklas Burgard [aut, cre]

WAnova_0.4.0.tar.gz
WAnova_0.4.0.tar.gz(r-4.5-noble)WAnova_0.4.0.tar.gz(r-4.4-noble)
WAnova_0.4.0.tgz(r-4.4-emscripten)WAnova_0.4.0.tgz(r-4.3-emscripten)
WAnova.pdf |WAnova.html
WAnova/json (API)
NEWS

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

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.70 score 3 scripts 112 downloads 5 exports 61 dependencies

Last updated 3 months agofrom:8ae5c65bf7. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 17 2024
R-4.5-linuxOKDec 17 2024

Exports:fmax_testgames_howell.testwanova_pwr.testwelch_anova.mcwelch_anova.test

Dependencies:abindbackportsbootbroomcarcarDataclicolorspacecowplotcpp11DerivdoBydplyrfansifarverFormulagenericsggplot2gluegtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpurrrquantregR6RColorBrewerRcppRcppEigenrlangscalesSparseMstringistringrSuppDistssurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
fmax.testfmax_test
games_howell.testgames_howell.test
Print Method for `wsize` Objectsprint.wsize
wanova_pwr.testwanova_pwr.test
welch_anova.mcwelch_anova.mc
welch_anova.testwelch_anova.test