Constraint- and Score-Based Nonlinear Granger Causality Discovery with Kernels

Fiona Murphy, Alessio Benavoli

Kernel-based methods are used in the context of Granger Causality to enable the identification of nonlinear causal relationships between time series variables. In this paper, we sh…