Genuinely Robust Inference for Clustered Data

Harold D. Chiang, Yuya Sasaki, Yulong Wang

Conventional cluster-robust inference can be invalid when data contain clusters of unignorably large size. We formalize this issue by deriving a necessary and sufficient condition…