Empirical Bayes mean estimation with nonparametric errors via order statistic regression on replicated data

Nikolaos Ignatiadis, Sujayam Saha, Dennis L. Sun +1

We study empirical Bayes estimation of the effect sizes of $N$ units from $K$ noisy observations on each unit. We show that it is possible to achieve near-Bayes optimal mean square…