Zhaozhao Ma

Cauchy-Schwarz Divergence Transfer Entropy

Transfer entropy (TE) is a powerful information-theoretic tool for analyzing causality in time series and complex systems. In this work, we propose a new formulation of TE using the Cauchy-Schwarz (CS) divergence. The resulting CS-TE offers a closed-form estimator and naturally extends to capture mo…