The paper claims empirical Bayes approaches target different inferential objects than full hierarchical posteriors and recommends redeploying modern computation toward the latter, illustrated via the Tweedie formula.
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An Old Look at Empirical Bayes
The paper claims empirical Bayes approaches target different inferential objects than full hierarchical posteriors and recommends redeploying modern computation toward the latter, illustrated via the Tweedie formula.