Paper 1, Section II, H
Part IB, 2016
(a) What does it mean to say a statistic is sufficient for an unknown parameter ? State the factorisation criterion for sufficiency and prove it in the discrete case.
(b) State and prove the Rao-Blackwell theorem.
(c) Let be independent samples from the uniform distribution on for an unknown positive parameter . Consider the two-dimensional statistic
Prove that is sufficient for . Determine, with proof, whether or not is minimally sufficient.