The semi-parametric Bernstein-von Mises theorem for regression models with symmetric errors

Minwoo Chae, Yongdai Kim, Bas Kleijn

In a smooth semi-parametric model, the marginal posterior distribution for a finite dimensional parameter of interest is expected to be asymptotically equivalent to the sampling di…