Comparing causal parameters with many treatments and positivity violations

Alec McClean, Yiting Li, Sunjae Bae +3

Comparing outcomes across treatments is essential in medicine and public policy. To do so, researchers typically estimate a set of parameters, possibly counterfactual, with each ta…