Hidden Markov model for parameter estimation of a random walk in a Markov environment Pierre Andreoletti, Dasha Loukianova and Catherine Matias ESAIM: PS, 19 (2015) 605-625 Published online: 02 December 2015 DOI: 10.1051/ps/2015008