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interactions: Comprehensive, User-Friendly Toolkit for Probing Interactions

A suite of functions for conducting and interpreting analysis of statistical interaction in regression models that was formerly part of the 'jtools' package. Functionality includes visualization of two- and three-way interactions among continuous and/or categorical variables as well as calculation of "simple slopes" and Johnson-Neyman intervals (see e.g., Bauer & Curran, 2005 <doi:10.1207/s15327906mbr4003_5>). These capabilities are implemented for generalized linear models in addition to the standard linear regression context.

Version: 1.2.0
Imports: ggplot2 (≥ 3.4.0), cli, generics, broom, jtools (≥ 2.0.3), rlang (≥ 0.3.0), tibble
Suggests: cowplot, broom.mixed, glue, huxtable (≥ 3.0.0), lme4, margins, sandwich, survey, knitr, rmarkdown, testthat, vdiffr
Enhances: brms, rstanarm
Published: 2024-07-29
DOI: 10.32614/CRAN.package.interactions
Author: Jacob A. Long ORCID iD [aut, cre]
Maintainer: Jacob A. Long <jacob.long at sc.edu>
BugReports: https://github.com/jacob-long/interactions/issues
License: MIT + file LICENSE
URL: https://interactions.jacob-long.com
NeedsCompilation: no
Citation: interactions citation info
Materials: README NEWS
CRAN checks: interactions results

Documentation:

Reference manual: interactions.pdf
Vignettes: Plotting interactions among categorical variables in regression models
Exploring interactions with continuous predictors in regression models

Downloads:

Package source: interactions_1.2.0.tar.gz
Windows binaries: r-devel: interactions_1.2.0.zip, r-release: interactions_1.2.0.zip, r-oldrel: interactions_1.2.0.zip
macOS binaries: r-release (arm64): interactions_1.2.0.tgz, r-oldrel (arm64): interactions_1.2.0.tgz, r-release (x86_64): interactions_1.2.0.tgz, r-oldrel (x86_64): interactions_1.2.0.tgz
Old sources: interactions archive

Reverse dependencies:

Reverse imports: bruceR, rties
Reverse suggests: psycModel, rempsyc

Linking:

Please use the canonical form https://CRAN.R-project.org/package=interactions 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.