Bernstein-von Mises theorem for sparse generalized linear models

Hanqing Li, Xuewen Lu

We establish an oracle Bernstein-von Mises theorem for high-dimensional sparse generalized linear models under an outcome-independent spike-and-slab prior. The posterior consistent…