Identifying Nonstationary Causal Structures with High-Order Markov Switching Models

Carles Balsells-Rodas, Yixin Wang, Pedro A. M. Mediano +1

Causal discovery in time series is a rapidly evolving field with a wide variety of applications in other areas such as climate science and neuroscience. Traditional approaches assu…