Empirical Bayes estimation of normal means, accounting for uncertainty in estimated standard errors

Mengyin Lu, Matthew Stephens

We consider Empirical Bayes (EB) estimation in the normal means problem, when the standard deviations of the observations are not known precisely, but estimated with error -- which…