Stanislav Minsker

U-statistics of growing order and sub-Gaussian mean estimators with sharp constants

2023 · Mathematical Statistics and Learning

This paper addresses the following question: given a sample of i.i.d. random variables with finite variance, can one construct an estimator of the unknown mean that performs nearly as well as if the data were …