Bernstein-von Mises Theorem for Sparse Generalized Linear Model

Hanqing Li, Xuewen Lu

We study spike-and-slab priors for generalized linear models with possible grouped sparsity. The main result is an oracle Bernstein--von Mises theorem for the fractional posterior…