/Granger_Causality

Primary LanguageJupyter Notebook

Granger_Causality

pairwise and multivariate conditional Granger causality. The scripts assume that the time series are already extracted per regions of interest, and processed

The pairwise script simply uses the statsmodel library

The multivariate script is a translation of the Matlab script from Barnett and Seth, <http://www.sciencedirect.com/science/article/pii/S0165027013003701 The MVGC Multivariate Granger Causality Toolbox: A New Approach to Granger-causalInference>, J. Neurosci. Methods_ 223, 2014