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Local maximin properties of tests in Gaussian shift experiments
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Peter Dencker
and Friedrich Liese
Published/Copyright:
September 25, 2009
Abstract
The local behavior of the power of weighted χ2-tests and Bayes tests is studied for simple null hypothesis in Gaussian shift experiments. A second order expansion of the power function is given. This expansion provides a shrinking family of ellipsoids (δE)0<δ<1 so that the power of the weighted χ2-test is locally constant on the boundary ∂(δE). Approximating the weighted χ2-test by a sequence of Bayes tests with priors on ∂(δE), the weighted χ2-test is shown to be locally maximin in the sense of Giri and Kiefer for the family of restricted alternatives given by the complements of the (δE)0<δ<1.
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Published Online: 2009-09-25
Published in Print: 2004-02-01
© 2004 Oldenbourg Wissenschaftsverlag GmbH
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