Let X 1 ,X 2 , . . . , X n denote a random sample from

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Let X1,X2, . . . , Xdenote a random sample from a distribution that is N(μ, θ), 0 < θ < ∞, where μ is unknown. Let Y = Σn1 (Xi − ‾X)2/n and let L[θ, δ(y)] = [θ−δ(y)]2. If we consider decision functions of the form δ(y) = by, where b does not depend upon y, show that R(θ, δ) = (θ2/n2) [(n2−1)b2−2n(n−1)b+n2]. Show that b = n/(n+1) yields a minimum risk decision function of this form.

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Introduction To Mathematical Statistics

ISBN: 9780321794710

7th Edition

Authors: Robert V., Joseph W. McKean, Allen T. Craig

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