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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 [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 |
Reference manual: | interactions.pdf |
Vignettes: |
Plotting interactions among categorical variables in regression models Exploring interactions with continuous predictors in regression models |
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 imports: | bruceR, rties |
Reverse suggests: | psycModel, rempsyc |
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.