Hit and Run ARMS: Adaptive Rejection Metropolis Sampling with Hit and Run Random Direction

Huaiye Zhang, Yuefeng Wu, Lulu Cheng +1

An algorithm for sampling from non-log-concave multivariate distributions is proposed, which improves the adaptive rejection Metropolis sampling (ARMS) algorithm by incorporating t…