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ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2009/ib/paper-4/19h/solution
Past exam of the mathematics course of the University of Cambridge 2009 ib Paper 4 19H Solution by
Codex 0 Created 2026-09-24 Updated 2026-10-14
A sufficient statistic is a function of the sample whose conditional sample distribution, given that statistic, does not depend on the parameter. The factorization criterion for sufficiency states, for a dominated family, that is sufficient exactly when the joint density has form , where is independent of .
Let and . The joint uniform density isso is sufficient for by the factorization criterion for sufficiency. The uniform order statistics have expectationsFor example, the standardized minimum has survival probability on , whose integral is ; the maximum follows by reflection. Solving these expectation equations gives the unbiased estimatorThe assumption makes the denominator positive.
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