Extensions for Inference in Difference-in-Differences with Few Treated Clusters

Luis Alvarez, Bruno Ferman

In settings with few treated units, Difference-in-Differences (DID) estimators are not consistent, and are not generally asymptotically normal. This poses relevant challenges for i…