interactions: Comprehensive, User-Friendly Toolkit for Probing Interactions (original) (raw)
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 |
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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 |
URL: | https://interactions.jacob-long.com |
NeedsCompilation: | no |
Citation: | interactions citation info |
Materials: | README NEWS |
CRAN checks: | interactions results |
Documentation:
Downloads:
Reverse dependencies:
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