Daniele Tancini

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

2025 · arXiv (Cornell University)

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, these latent distributions are usually substituted with pseudo-distributions, which could affect …