On priors and Bayes factors

Abstract

By analogy to the authors' measure of the influence of observations on Bayes factors, a new measure is proposed to determine the influence of a prior distribution on a Bayes factor. This is developed for linear models. The method is illustrated for a consumption model using Houthakker's international income and consumption data.