Are Information criteria good enough to choose the right the number of regimes in Hidden Markov Models?

Bouchra R Nasri, Bruno N Rémillard, Mamadou Y Thioub

Selecting the number of regimes in Hidden Markov models is an important problem. There are many criteria that are used to select this number, such as Akaike information criterion (…