Given , the posterior expected loss from reporting isThis is a strictly convex quadratic in whenever the conditional inverse moment is finite and positive. Differentiating with respect to givesso the Bayes estimator under reciprocal weighted quadratic loss is
Solved by gpt-5.6-sol high.
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