Suppose that Xi, i = 1,..., n, are iid Bernoulli(p). (a) Show that the variance of the

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Suppose that Xi, i = 1,..., n, are iid Bernoulli(p).
(a) Show that the variance of the MLE of p attains the Cramer-Rao Lower Bound.
(b) For n ≥ 4, show that the product X1X2X3X4 is an unbiased estimator of p4, and use this fact to find the best unbiased estimator of p4.
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Statistical Inference

ISBN: 978-0534243128

2nd edition

Authors: George Casella, Roger L. Berger

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