Approximation of stationary processes by Hidden Markov Models

Lorenzo Finesso, Angela Grassi, Peter Spreij

We aim at the construction of a Hidden Markov Model (HMM) of assigned complexity (number of states of the underlying Markov chain) which best approximates, in Kullback-Leibler dive…