Markov-Switching State-Space Models with Applications to Neuroimaging

David Degras, Chee-Ming Ting, Hernando Ombao

State-space models (SSM) with Markov switching offer a powerful framework for detecting multiple regimes in time series, analyzing mutual dependence and dynamics within regimes, an…