Hidden Markov graphical models with state-dependent generalized hyperbolic distributions

Beatrice Foroni, Luca Merlo, Lea Petrella

In this paper we develop a novel hidden Markov graphical model to investigate time-varying interconnectedness between different financial markets. To identify conditional correlati…