Maximum likelihood estimation of hidden Markov models for continuous longitudinal data with missing responses and dropout

Silvia Pandolfi, Francesco Bartolucci, Fulvia Pennoni

We propose an inferential approach for maximum likelihood estimation of the hidden Markov models for continuous responses. We extend to the case of longitudinal observations the fi…