Misspecified Bernstein-Von Mises theorem for hierarchical models

Geerten Koers, Botond Szabó, Aad van der Vaart

We derive a Bernstein von-Mises theorem in the context of misspecified, non-i.i.d., hierarchical models parametrized by a finite-dimensional parameter of interest. We apply our res…