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Importance of the prior mass for agreement between frequentist and Bayesian approaches in the two-sided test
Authors:Miguel A. Gómez-Villegas  Beatriz González-Pérez
Affiliation:1. Departamento de Estadística e Investigación Operativa I , Universidad Complutense de Madrid , 28040 , Madrid , Spain ma.gv@mat.ucm.es;3. Departamento de Estadística e Investigación Operativa I , Universidad Complutense de Madrid , 28040 , Madrid , Spain
Abstract:We study distributional properties of generalized order statistics (gos) related by a random shift or scaling scheme in the continuous and discrete case, respectively. In the continuous case, we obtain new characterizations of distributions relating non-neighbouring gos extending some results given in the literature for the neighbouring cases. On the other hand, in the discrete case, we investigate the existence and uniqueness of a discrete parent distribution supported on the integers whose gos are related by a random translation.
Keywords:posterior probability  multivariate point null hypothesis  p-value  Lindley's paradox
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