Confounding-adjustment methods for the causal difference in medians

Daisy A. Shepherd, Benjamin R. Baer, Margarita Moreno-Betancur

With continuous outcomes, the average causal effect is typically defined using a contrast of expected potential outcomes. However, in the presence of skewed outcome data, the expec…