Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm

R. Teal Witter, Christopher Musco

Estimating the effect of treatments from natural experiments, where treatments are pre-assigned, is an important and well-studied problem. We introduce a novel natural experiment d…