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 [aut, cre] |
| Maintainer: | Jacob A. Long <jacob.long at sc.edu> |
| BugReports: | https://github.com/jacob-long/interactions/issues |
| License: | MIT + fileLICENSE |
| URL: | https://interactions.jacob-long.com |
| NeedsCompilation: | no |
| Citation: | interactions citation info |
| Materials: | README,NEWS |
| CRAN checks: | interactions results |
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