On Russian Roulette Estimates for Bayesian Inference with Doubly-Intractable Likelihoods

Anne-Marie Lyne, Mark Girolami, Yves Atchadé +2

A large number of statistical models are "doubly-intractable": the likelihood normalising term, which is a function of the model parameters, is intractable, as well as the marginal…