Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2009/ib/paper-4/19h/solution

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 is
so is sufficient for by the factorization criterion for sufficiency. The uniform order statistics have expectations
For example, the standardized minimum has survival probability on , whose integral is ; the maximum follows by reflection. Solving these expectation equations gives the unbiased estimator
The assumption makes the denominator positive.

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