Thomas Thorne

Rare event ABC-SMC$$^{2}$$

Abstract Approximate Bayesian computation (ABC) is a well-established family of Monte Carlo methods for performing approximate Bayesian inference in the case where an “implicit” model is used for the data: when the data model can be simulated, but the likelihood cannot easily be...