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Reconciling Classical and Prior Predictive P-Values in the Two-Sided Location Parameter Testing Problem
Abstract:Abstract

Micheas and Dey (2003 Micheas , A. C. , Dey , D. K. ( 2003 ). Prior and posterior predictive p -values in the one-sided location parameter testing problem. Sankhya¯ 65 : 158178 . Google Scholar]) reconciled classical and Bayesian p-values in the one-sided location parameter testing problem. In this article, the classical p-value is reconciled with the prior predictive p-value, for the two-sided location parameter testing problem, proving that the classical p-value coincides with the infimum of prior predictive p-values when the prior ranges in different classes of priors.
Keywords:Classes of priors  Classical p-value  Prior predictive p-value  Reconciliation
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