Bayesian Estimation of Stochastic Discount Factors

This article provides a Bayesian method of estimating the marginal posterior distributions for stochastic discount factors associated with observed asset returns. These estimates can be used to provide measures of fit for asset-pricing models and to identify broad features of the characteristics that should be explained. These measures of fit can be used to supplement model-evaluation exercises based on Hansen–Jagannathan bounds