Bayesian inference for spatio-temporal hidden Markov models using the exchange algorithm

Daniele Tancini, Riccardo Rastelli, Francesco Bartolucci

Spatio-temporal hidden Markov models are extremely difficult to estimate because their latent joint distributions are available only in trivial cases. In the estimation phase, thes…