Robust Approximate Bayesian Computation: An Adjustment Approach

David T. Frazier, Christopher Drovandi, Ruben Loaiza-Maya

We propose a novel approach to approximate Bayesian computation (ABC) that seeks to cater for possible misspecification of the assumed model. This new approach can be equally appli…