Metropolis-Hastings algorithms with autoregressive proposals, and a few examples

Richard A. Norton, Colin Fox

We analyse computational efficiency of Metropolis-Hastings algorithms with stochastic AR(1) process proposals. These proposals include, as a subclass, discretized Langevin diffusio…