Font Size: 

Rectangular latent Markov (LM) models have been recently introduced to account for different numbers of latent states over time. This contribution proposesa three-step estimation procedure for such models, which proved useful in the LM modeling framework for flexibility. Specifically, a bias-adjusted maximum likelihood (ML) estimator is introduced for the third step. A simulation study provided preliminary encouraging results regarding the efficacy and effectiveness of the method.