986 citations · 1.3k across the 10 of their papers we have counts for
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Bayesian Indirect Inference Using a Parametric Auxiliary Model
Christopher C. Drovandi, Anthony N. Pettitt, Anthony Lee
Indirect inference (II) is a methodology for estimating the parameters of an intractable (generative) model on the basis of an alternative parametric (auxiliary) model that is both…
Scalable Bayesian Inference for the Inverse Temperature of a Hidden Potts Model
Matthew T. Moores, Geoff K. Nicholls, Anthony N. Pettitt +1
The inverse temperature parameter of the Potts model governs the strength of spatial cohesion and therefore has a major influence over the resulting model fit. A difficulty arises…
Investigation of the widely applicable Bayesian information criterion
N. Friel, J. P. McKeone, C. J. Oates +1
The widely applicable Bayesian information criterion (WBIC) is a simple and fast approximation to the model evidence that has received little practical consideration. WBIC uses the…