The Relation between Granger Causality and Directed Information Theory: A Review

This report reviews the conceptual and theoretical links between Granger causality and directed information theory. We begin with a short historical tour of Granger causality, concentrating on its closeness to information theory. The definitions of Granger causality based on prediction are recalled,...

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Bibliographic Details
Main Authors: Pierre-Olivier Amblard, Olivier J. J. Michel
Format: Article
Language:English
Published: MDPI AG 2012-12-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/15/1/113