In this paper we present the semi-martingale representation for a discrete time semi-Markov chain, and consider its application to a semi-Markov regime-switching binomial model in nance. We also introduce a semi-Markov switching Levy process. Estimationresults for a Markov and semi-Markov chains are presented as well.
