Evaluation of Granger Causality Measures for Constructing Networks from Multivariate Time Series

Granger causality and variants of this concept allow the study of complex dynamical systems as networks constructed from multivariate time series. In this work, a large number of Granger causality measures used to form causality networks from multivariate time series are assessed. These measures are...

Full description

Bibliographic Details
Main Authors: Elsa Siggiridou, Christos Koutlis, Alkiviadis Tsimpiris, Dimitris Kugiumtzis
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/11/1080