Asymptotic expansion of posterior distribution of parameter centered by a $\sqrt n$-consistent estimate

The article studies asymptotic behaviour of posterior distribution of a real parameter centered by a $\sqrt n$-consistent estimate. An analogue of Bernstein–von Mises theorem is presented. The article emphasizes uniformity of the result. In the same framework asymptotic expansions of posterior distribution and posterior mean of functions bounded by polynomial are constructed.