On Mean Estimation for Heteroscedastic Random Variables

Luc Devroye, Silvio Lattanzi, Gabor Lugosi +1

We study the problem of estimating the common mean $\mu$ of $n$ independent symmetric random variables with different and unknown standard deviations ${\sigma }_1\le {\sigma }_2\le \cdots \le {\sigma }_n$.…