A Bayesian analysis of classical hypothesis testing

摘要: The procedure of maximizing the missing information is applied to derive reference posterior probabilities for null hypotheses. results shed further light on Lindley’s paradox and suggest that a Bayesian interpretation classical hypothesis testing possible by providing one-to-one approximate relationship between significance levels probabilities.