Assessment and adjustment of approximate inference algorithms using the law of total variance

Xuejun Yu, David J. Nott, Minh-Ngoc Tran +1

A common method for assessing validity of Bayesian sampling or approximate inference methods makes use of simulated data replicates for parameters drawn from the prior. Under conti…