We therefore propose that the GEM approach be applied to adaptation of hidden Markov models which use non-diagonal covariances.
The transition matrices of periodic Markov chains have eigenvalues on the unit circle.
The evidence proves to be quite favorable for the Markov switching model.
We formulate the interactive Markov chain with the same heuristics as the ABM of Hegselmann and Krause.
A new Monte Carlo Markov chain method has the capacity to perform Bayesian phylogenetic inference in a relaxed clock framework.