Bayesian design of experiments for intractable likelihood models using coupled auxiliary models and multivariate emulation

Antony M. Overstall, James M. McGree

A Bayesian design is given by maximising an expected utility over a design space. The utility is chosen to represent the aim of the experiment and its expectation is taken with res…