110 citations · 461 across the 50 of their papers we have counts for
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stat.ME2019★ 1 cited
Robust Approximate Bayesian Inference with Synthetic Likelihood
David T. Frazier, Christopher Drovandi
Bayesian synthetic likelihood (BSL) is now an established method for conducting approximate Bayesian inference in models where, due to the intractability of the likelihood function…
stat.ME2019★ 7 cited
A synthetic likelihood-based Laplace approximation for efficient design of biological processes
Mahasen Dehideniya, Antony M. Overstall, Chris C. Drovandi +1
Complex models used to describe biological processes in epidemiology and ecology often have computationally intractable or expensive likelihoods. This poses significant challenges…