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math.ST2011★ 2 cited
Mixture latent autoregressive models for longitudinal data
Francesco Bartolucci, Silvia Bacci, Fulvia Pennoni
Many relevant statistical and econometric models for the analysis of longitudinal data include a latent process to account for the unobserved heterogeneity between subjects in a dy…
stat.ME2011
Bayesian inference for a class of latent Markov models for categorical longitudinal data
Francesco Bartolucci, Silvia Pandolfi
We propose a Bayesian inference approach for a class of latent Markov models. These models are widely used for the analysis of longitudinal categorical data, when the interest is i…