Suppose X1 and X2 are i.i.d. with P{Xi = 1} = P{Xi = +

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Suppose X1 and X2 are i.i.d. with P{Xi = θ − 1} = P{Xi = θ + 1} = 1 2 .

Let C be the confidence set consisting of the single point (X1 +X2)/2 if X1 = X2 and X1 − 1 if X1 = X2. Show that, for all θ, Pθ{θ ∈ C} = .75 ,

but Pθ{θ ∈ C|X1 = X2} = .5 and Pθ{θ ∈ C|X1 = X2} = 1 .
[Berger and Wolpert (1988)]

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Testing Statistical Hypotheses

ISBN: 9781441931788

3rd Edition

Authors: Erich L. Lehmann, Joseph P. Romano

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