Weakly informative priors and prior-data conflict checking for likelihood-free inference

Atlanta Chakraborty, David J. Nott, Michael Evans

Bayesian likelihood-free inference, which is used to perform Bayesian inference when the likelihood is intractable, enjoys an increasing number of important scientific applications…