Computational issues in parameter estimation for hidden Markov models with Template Model Builder

Timothée Bacri, Geir D. Berentsen, Jan Bulla +1

A popular way to estimate the parameters of a hidden Markov model (HMM) is direct numerical maximization (DNM) of the (log-)likelihood function. The advantages of employing the TMB…