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effectsize: Indices of Effect Size

Provide utilities to work with indices of effect size for a wide variety of models and hypothesis tests (see list of supported models using the function 'insight::supported_models()'), allowing computation of and conversion between indices such as Cohen's d, r, odds, etc. References: Ben-Shachar et al. (2020) <doi:10.21105/joss.02815>.

Version:1.0.1
Depends:R (≥ 4.0)
Imports:bayestestR (≥ 0.16.0),insight (≥ 1.3.0),parameters (≥0.26.0),performance (≥ 0.14.0),datawizard (≥ 1.1.0), stats, utils
Suggests:correlation (≥ 0.8.7),see (≥ 0.11.0),afex,BayesFactor,boot,brms,car,emmeans,gt,knitr,lavaan,lme4,lmerTest,mgcv,parsnip,pwr,rmarkdown,rms,rstanarm,rstantools,testthat (≥ 3.1.0)
Published:2025-05-27
DOI:10.32614/CRAN.package.effectsize
Author:Mattan S. Ben-ShacharORCID iD [aut, cre], Dominique MakowskiORCID iD [aut], Daniel LüdeckeORCID iD [aut], Indrajeet PatilORCID iD [aut], Brenton M. WiernikORCID iD [aut], Rémi ThériaultORCID iD [aut], Ken Kelley [ctb], David Stanley [ctb], Aaron CaldwellORCID iD [ctb], Jessica BurnettORCID iD [rev], Johannes KarrethORCID iD [rev], Philip WaggonerORCID iD [aut, ctb]
Maintainer:Mattan S. Ben-Shachar <mattansb at msbstats.info>
BugReports:https://github.com/easystats/effectsize/issues/
License:MIT + fileLICENSE
URL:https://easystats.github.io/effectsize/
NeedsCompilation:no
Language:en-US
Citation:effectsize citation info
Materials:README,NEWS
In views:MetaAnalysis
CRAN checks:effectsize results

Documentation:

Reference manual:effectsize.html ,effectsize.pdf
Vignettes:Effect Sizes for ANOVAs (source,R code)
Converting Between Probabilities, Odds (Ratios), and Risk Ratios (source,R code)
Converting Between r, d, and Odds Ratios (source,R code)
Effect Sizes: Getting Started (source,R code)
Support Functions for Model Extensions (source,R code)
Effect Size from Test Statistics (source,R code)
Automated Interpretation of Indices of Effect Size (source,R code)
Standardized Differences (source,R code)
Statistical Power (source,R code)
Effect Sizes for Contingency Tables (source,R code)

Downloads:

Package source: effectsize_1.0.1.tar.gz
Windows binaries: r-devel:effectsize_1.0.1.zip, r-release:effectsize_1.0.1.zip, r-oldrel:effectsize_1.0.1.zip
macOS binaries: r-release (arm64):effectsize_1.0.1.tgz, r-oldrel (arm64):effectsize_1.0.1.tgz, r-release (x86_64):effectsize_1.0.1.tgz, r-oldrel (x86_64):effectsize_1.0.1.tgz
Old sources: effectsize archive

Reverse dependencies:

Reverse imports:apa7,AssumpSure,bruceR,easystats,markeR,multifear,psycho,report,see,sjstats,statdecideR,statsExpressions,suRface.analytics,visvow,volker
Reverse suggests:bayestestR,cardx,datawizard,ggeffects,gtsummary,heplots,insight,Keng,metaConvert,modelbased,papaja,parameters,prmisc,pubh,rempsyc,sprtt

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=effectsizeto link to this page.


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