Dimension-free Mixing for High-dimensional Bayesian Variable Selection

Quan Zhou, Jun Yang, Dootika Vats +2

Yang et al. (2016) proved that the symmetric random walk Metropolis--Hastings algorithm for Bayesian variable selection is rapidly mixing under mild high-dimensional assumptions. W…