Granger Causality: Basic Theory and Application to Neuroscience

Authors: Mingzhou Ding, Yonghong Chen, Steven L. Bressler - Handbook of Time Series Analysis 2006 cited by 664

This chapter contains sections titled: Introduction Bivariate Time Series and Pairwise Granger Causality Time Domain Formulation Frequency Domain Formulation Trivariate Time Series and Conditional Granger Causality Time Domain Formulation Frequency Domain Formulation Estimation of Autoregressive Models Numerical Examples Example 1 Example 2 Example 3 Analysis of a Beta Oscillation Network in Sensorimotor Cortex Summary References