Granger causality is designed to measure effect, not mechanim.
http://www.frontiersin.org/Neuroinformatics/10.3389/fninf.2013.00006/full

About the Author


The Miller Lab uses experimental and theoretical approaches to study the neural basis of the high-level cognitive functions that underlie complex goal-directed behavior. ekmillerlab.mit.edu