Accurate Computation of Marginal Data Densities Using Variational Bayes

Gholamreza Hajargasht, Tomasz Woźniak

We propose a new marginal data density estimator (MDDE) that uses the variational Bayes posterior density as a weighting density of the reciprocal importance sampling (RIS) MDDE. T…