Marginal effects

Readings and class materials for Sunday, November 15, 2026

Readings

Vincent Arel-Bundock, Noah Greifer, and Andrew Heiss, “How to Interpret Statistical Models Using Marginaleffects for R and Python,” Journal of Statistical Software 111, no. 9 (2024): 1–32, https://doi.org/10.18637/jss.v111.i09
“Conceptual framework,” chapter 3 in Vincent Arel-Bundock, Model to Meaning: How to Interpret Statistical Models with R and Python (CRC Press, 2026), https://doi.org/10.1201/9781003560333
Andrew Heiss, “Marginalia: A Guide to Figuring Out What the Heck Marginal Effects, Marginal Slopes, Average Marginal Effects, Marginal Effects at the Mean, and All These Other Marginal Things Are,” May 20, 2022, https://doi.org/10.59350/40xaj-4e562