marginaleffects

Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests

CRAN Package

Compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and machine learning models in R. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference.


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  • Depends1 package
  • Imports6 packages
  • Enhances1 package
  • Suggests136 packages
  • Linking To2 packages
  • Reverse Imports6 packages
  • Reverse Suggests15 packages