Efficient Bayesian model selection for coupled hidden Markov models with application to infectious diseases

Jake Carson, Trevelyan J. McKinley, Peter Neal +1

Performing model selection for coupled hidden Markov models (CHMMs) is highly challenging, owing to the large dimension of the hidden state process. Whilst in principle the hidden…