Bai Jiang

Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy

Complex simulator-based models usually have intractable likelihood functions, rendering the likelihood-based inference methods inapplicable. Approximate Bayesian Computation (ABC) emerges as an alternative framework of likelihood-free inference methods. It identifies a quasi-posterior distribution b…