Silvia Pandolfi

On a class of finite mixture models that includes hidden Markov models

2025 · Journal of Multivariate Analysis

In the context of longitudinal data, we introduce a class of finite mixture (FM) models that generalizes that of hidden Markov (HM) models, and derive conditions under which the two classes are equivalent. On the …