Fast $\epsilon$-free Inference of Simulation Models with Bayesian Conditional Density Estimation

George Papamakarios, Iain Murray

Many statistical models can be simulated forwards but have intractable likelihoods. Approximate Bayesian Computation (ABC) methods are used to infer properties of these models from…