Rao–Blackwell theorem

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A theorem, proved independently by Rao in 1945 and Blackwell in 1947, that states, in effect, that any function of a sufficient statistic is the unique, minimum variance, unbiased estimator of its expected value.

Subjects: Probability and Statistics.

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