Testing for Causality in Continuous Time Bayesian Network Models of High-Frequency Data

Jonas Hallgren, Timo Koski

Continuous time Bayesian networks are investigated with a special focus on their ability to express causality. A framework is presented for doing inference in these networks. The c…