Calibrated Approximate Bayesian Inference

Hanwen Xing, Geoff Nicholls, Jeong Lee

Abstract: We give a general purpose computational framework for estimating the bias in coverage resulting from making approximations in Bayesian inference. Coverage is the probability credible sets cover tru...