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Maximum likelihood estimation in discrete mixed hidden Markov models using the SAEM algorithm

Archive ouverte | Delattre, Maud | CCSD

International audience. Mixed hidden Markov models have been recently defined in the literature as an extension of hidden Markov models for dealing with population studies. The notion of mixed hidden Markov models i...

BIC selection procedures in mixed effects models

Archive ouverte | Delattre, Maud | CCSD

Ce rapport est disponible dans : Rapports de Recherche. INRIA. We consider the problem of variable selection in general nonlinear mixed-e ets models, including mixed-e ects hidden Markov models. These models are use...

Analysis of exposure-response of CI-945 in patients with epilepsy: application of novel Mixed Hidden Markov Modelling Methodology

Archive ouverte | Delattre, Maud | CCSD

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