Sequentially guided MCMC proposals for synthetic likelihoods and correlated synthetic likelihoods

Umberto Picchini, Umberto Simola, Jukka Corander

Synthetic likelihood (SL) is a strategy for parameter inference when the likelihood function is analytically or computationally intractable. In SL, the likelihood function of the d…