Measuring information transfer

Abstract

A new transfer entropy capable of detecting the directed exchange of information between two systems is introduced. The entropy is designed to ignore static correlations due to the common history or common input signals. Potential applications include multivariate analysis of time series and the study of spatially extended systems.