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A Note on the Multivariate Normal Hazard
Authors:Chunsheng Ma
Institution:Wichita State University
Abstract:The ISO* property of noncentrality parameters is derived for the expected value of an ISO* function of independent nonnegative two-parameter compound Poisson random variables and is then applied to unbiasedness of tests and monotonicity of power functions of tests in an order-restricted hypothesis testing problem for the noncentrality parameter. The ISO* property and the Schur convexity are also studied for a class of two-parameter distributions which has the additive property (i.e., is closed under convolution) and contains the one-parameter family with the semigroup property as a special case.
Keywords:compound Poisson distribution  ISO*  noncentral chi-square distribution  noncentrality parameter  order-restricted hypothesis testing problem  Schur convex  stochastic ordering  two-parameter family
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