Robust Confidence Intervals for a Binomial Proportion: Local Optimality and Adaptivity

Minjun Cho, Yuetian Luo, Chao Gao

This paper revisits the classical problem of interval estimation of a binomial proportion under Huber contamination. Our main result derives the rate of optimal interval length whe…