  This chapter surveys progress on three related topics in perturbations of
Markov chains: the motivating question of when and how "perturbed" MCMC chains
are developed, the theoretical problem of how perturbation theory can be used
to analyze such chains, and finally the question of how the theoretical
analyses can lead to practical advice.
