Separate versus pooled winsorization for group mean contrasts: a finite-sample theory

Chao Cheng, Chenshan Hu, Yukai Huang

Comparing group means is foundational to many statistical areas, including two-sample studies, randomized trials, and difference-in-differences designs, yet heavy-tailed outcomes c…