Sequential multiple importance sampling for high-dimensional Bayesian inference

Li Binbin, He Xiao, Liao Zihan

This paper introduces a sequential multiple importance sampling (SeMIS) algorithm for high-dimensional Bayesian inference. The method estimates Bayesian evidence using all generate…