Improved Concentration for Mean Estimators via Shrinkage

Antônio Catão, Lucas Resende, Paulo Orenstein

We study a class of robust mean estimators $\hat{\hat{I}}¼$ obtained by adaptively shrinking the weights of sample points far from a base estimator $\hat{\hat{I}}º$. Given a data-dependent…