Bayesian inference for hidden Markov models under genuine multimodality with application to ecological time series

Marco A. Gallegos-Herrada, Vianey Leos-Barajas, Jeffrey S. Rosenthal

Bayesian inference in hidden Markov models (HMMs) can be challenging due to the presence of multimodality in the likelihood function, and consequently in the joint posterior distri…