Moderate deviation principle for maximum likelihood estimator for Markov processes

After a short review of the properties of the maximum likelihood estimator for discrete time Markov processes, we obtain a moderate deviation result for such an estimator under some regularity conditions using the Gärtner-Ellis theorem for random processes.