Advances in Applied Probability, Vol. 41, No. 3 (SEPTEMBER 2009), pp. 845-873 (29 pages) Large deviation principles and related results are given for a class of Markov chains associated to the 'leaves ...

Some MCMC methods used in practice (for computing likelihood, conditional probabilities of hidden states, and the most likely sequence of states) can be improved by incorporating established recursive ...