A correlated pseudo-marginal approach to doubly intractable problems

Yu Yang, Matias Quiroz, Robert Kohn +1

Doubly intractable models are encountered in a number of fields, e.g. social networks, ecology and epidemiology. Inference for such models requires the evaluation of a likelihood f…