A General Decision Theory for Huber's $\epsilon$-Contamination Model

Mengjie Chen, Chao Gao, Zhao Ren

Today's data pose unprecedented challenges to statisticians. It may be incomplete, corrupted or exposed to some unknown source of contamination. We need new methods and theories to…