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math.ST2026

An Empirical Bayes Perspective on Heteroskedastic Mean Estimation

Yanjun Han, Abhishek Shetty, Jacob Shkrob

Towards understanding the fundamental limits of estimation from data of varied quality, we study the problem of estimating a mean parameter from heteroskedastic Gaussian observatio…