Explicit Granger causality in kernel Hilbert spaces

Diego Bueso, Maria Piles, Gustau Camps-Valls

Granger causality (GC) is undoubtedly the most widely used method to infer cause-effect relations from observational time series. Several nonlinear alternatives to GC have been pro…