Suppose X = (U, Z), the density of X factors into p,(x) = c(, )g(u;z)h(z)k(u,z), and the

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Suppose X = (U, Z), the density of X factors into pθ,ϑ(x) = c(θ, ϑ)gθ(u;z)hϑ(z)k(u,z), and the parameters θ, ϑ are unrelated. To see that these assumptions are not enough to insure that Z is S-ancillary for θ, consider the joint density C(θ, ϑ)e− 1 2 (u−θ)2− 1 2 (z−ϑ)2 I(u,z), where I(u,z) is the indicator of the set {(u,z) : u ≤ z}. [Basu (1978).]

Section10.3

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Testing Statistical Hypotheses Volume I

ISBN: 9783030705770

4th Edition

Authors: E.L. Lehmann, Joseph P. Romano

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