Estimation of linear autoregressive models with Markov-switching, the   E.M. algorithm revisited
  This work concerns estimation of linear autoregressive models with Markov-switching using expectation maximisation (E.M.) algorithm. Our method generalise the method introduced by Elliot for general hidden Markov models and avoid to use backward recursion. 
Joseph Rynkiewicz (CES, Samos)