An EM algorithm for estimation in the Mixture Transition Distribution model

Sophie Lèbre, Pierre-Yves Bourguinon

The Mixture Transition Distribution (MTD) model was introduced by Raftery to face the need for parsimony in the modeling of high-order Markov chains in discrete time. The particula…