Kullback-Leibler Divergence and Akaike Information Criterion in General Hidden Markov Models

Cheng-Der Fuh, Chu-Lan Michael Kao, Tianxiao Pang

To characterize the Kullback-Leibler divergence and Fisher information in general parametrized hidden Markov models, in this paper, we first show that the log likelihood and its de…