Berry-Esseen Bounds and Moderate Deviations for Catoni-Type Robust Estimation

Zhijun Cai, Xiang Li, Lihu Xu

A powerful robust mean estimator introduced by Catoni (2012) allows for mean estimation of heavy-tailed data while achieving the performance characteristics of classical mean estim…