General state space Markov chains and MCMC algorithms

Gareth O. Roberts, Jeffrey S. Rosenthal

This paper surveys various results about Markov chains on general (non-countable) state spaces. It begins with an introduction to Markov chain Monte Carlo (MCMC) algorithms, which…