Constructing Summary Statistics for Approximate Bayesian Computation: Semi-automatic ABC

Paul Fearnhead, Dennis Prangle

Many modern statistical applications involve inference for complex stochastic models, where it is easy to simulate from the models, but impossible to calculate likelihoods. Approxi…