Comprehensive, User-Friendly Toolkit for Probing Interactions
Plot coefficients from simple slopes analysis
Probe interaction effects via simple slopes and plotting
Objects exported from other packages
Tidiers for sim_margins() objects.
Perform a simple margins analysis.
Tidiers for sim_slopes() objects.
Perform a simple slopes analysis.
Create tabular output for simple margins analysis
Create tabular output for simple slopes analysis
Plot interaction effects between categorical predictors.
Plot interaction effects in regression models
Calculate Johnson-Neyman intervals for 2-way interactions
Plot coefficients from simple slopes analysis
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.