The mean credibility formula is a bayes rule

Abstract

Recent advances in statistical decision theory and stochastic processes provide the machinery for showing that the celebrated mean credibility formula is a Bayes rule within a nonparametric context. The credibility factor is obtained as a simple function of the parameter that characterizes the prior distribution. A natural estimator of leads to a credibility formula having a form similar to the James-Stein estimator.