On Bayesian D‐optimum Design Criteria and the Equivalence Theorem in Non‐linear Models

The concavity of some Bayesian D-optimality criteria is investigated and is found in some cases to depend on the prior distribution. In the case of a non-concave criterion, the standard equivalence theorem may fail, but a local version continues to apply.