RKHS-Based Inference for Nonlinear Granger Causality via Conditional Centering

Yuhan Tian, Adam Waterbury, Marie-Christine Düker

Granger causality is commonly formulated through linear prediction in vector autoregressive models, limiting its ability to detect nonlinear predictive relationships. We propose a…