A BART-based emulation of the variance term in the Bernstein-von Mises approximation gives an analytic power function for Bayesian designs with nuisance parameters, for both fixed and group sequential designs.
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Bayesian Design of Experiments in the Presence of Nuisance Parameters
A BART-based emulation of the variance term in the Bernstein-von Mises approximation gives an analytic power function for Bayesian designs with nuisance parameters, for both fixed and group sequential designs.