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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: 0.8.9
Depends: R (≥ 3.6)
Imports: bayestestR (≥ 0.13.2), insight (≥ 0.20.1), parameters (≥ 0.22.0), performance (≥ 0.12.0), datawizard (≥ 0.11.0), stats, utils
Suggests: correlation (≥ 0.8.4), see (≥ 0.8.0), afex, BayesFactor, boot, brms, car, emmeans, gt, knitr, lavaan, lme4, lmerTest, mgcv, parsnip, pwr, rmarkdown, rms, rstanarm, rstantools, testthat (≥ 3.1.0)
Published: 2024-07-03
DOI: 10.32614/CRAN.package.effectsize
Author: Mattan S. Ben-Shachar ORCID iD [aut, cre] (@mattansb), Dominique Makowski ORCID iD [aut] (@Dom_Makowski), Daniel Lüdecke ORCID iD [aut] (@strengejacke), Indrajeet Patil ORCID iD [aut] (@patilindrajeets), Brenton M. Wiernik ORCID iD [aut] (@bmwiernik), Rémi Thériault ORCID iD [aut] (@rempsyc), 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 <mattansb at msbstats.info>
BugReports: https://github.com/easystats/effectsize/issues/
License: MIT + file LICENSE
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.pdf
Vignettes: Effect Sizes for ANOVAs
Converting Between Probabilities, Odds (Ratios), and Risk Ratios
Converting Between r, d, and Odds Ratios
Effect Sizes: Getting Started
Support Functions for Model Extensions
Effect Size from Test Statistics
Automated Interpretation of Indices of Effect Size
Standardized Differences
Statistical Power
Effect Sizes for Contingency Tables

Downloads:

Package source: effectsize_0.8.9.tar.gz
Windows binaries: r-devel: effectsize_0.8.9.zip, r-release: effectsize_0.8.9.zip, r-oldrel: effectsize_0.8.9.zip
macOS binaries: r-release (arm64): effectsize_0.8.9.tgz, r-oldrel (arm64): effectsize_0.8.9.tgz, r-release (x86_64): effectsize_0.8.9.tgz, r-oldrel (x86_64): effectsize_0.8.9.tgz
Old sources: effectsize archive

Reverse dependencies:

Reverse imports: bruceR, easystats, modelbased, multifear, psycho, report, see, sjstats, statsExpressions, visvow, volker
Reverse suggests: bayestestR, cardx, datawizard, gtsummary, insight, Keng, metaConvert, papaja, parameters, pubh, rempsyc, rosetta, sprtt, tidystats

Linking:

Please use the canonical form https://CRAN.R-project.org/package=effectsize to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.