A Bayesian multilevel hidden Markov model with Poisson-lognormal emissions for intense longitudinal count data

S. Mildiner Moraga, E. Aarts

Hidden Markov models (HMMs) are probabilistic methods in which observations are seen as realizations of a latent Markov process with discrete states that switch over time. Moving b…