Identifiability and consistent estimation of nonparametric translation hidden Markov models with general state space

Elisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy

This paper considers hidden Markov models where the observations are given as the sum of a latent state which lies in a general state space and some independent noise with unknown…