We describe a generalized linear mixed model in which all random effects may evolve over time. Random effects have a discrete support and follow a first-order Markov chain. Constraints control the ...

This is a preview. Log in through your library . Abstract Linear mixed-effects models are a powerful tool for modelling longitudinal data and are widely used in practice. For a given set of covariates ...