marginaleffects
package for R
marginaleffects
allows users to compute and plot
predictions, slopes, marginal means, and comparisons (contrasts, risk
ratios, odds, etc.) for over 100
classes of statistical models. It can conduct linear and non-linear
hypothesis tests, or equivalence tests, and calculate uncertainty
estimates using the delta method, bootstrapping, or simulation-based
inference.
The
marginaleffects
book (website) includes a “Get
started” page, and over 25 chapters full of tutorials, case studies,
and technical notes.
https://marginaleffects.com