doi:10.21105/joss.02815>.">

effectsize: Indices of Effect Size (original) (raw)

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 Lüdecke ORCID iD [aut], Indrajeet Patil ORCID iD [aut], Brenton M. WiernikORCID iD [aut], Rémi Thériault ORCID iD [aut], Ken Kelley [ctb], David Stanley [ctb], Aaron Caldwell ORCID iD [ctb], Jessica Burnett ORCID iD [rev], Johannes Karreth ORCID iD [rev], Philip Waggoner ORCID iD [aut, ctb]
Maintainer: Mattan S. Ben-Shachar
BugReports: https://github.com/easystats/effectsize/issues/
License: MIT + file
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:

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, insight, Keng, metaConvert, modelbased, papaja, parameters, prmisc, pubh, rempsyc, rosetta, sprtt

Linking:

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