Detecting Causality by Combined Use of Multiple Methods: Climate and Brain Examples.

Identifying causal relations from time series is the first step to understanding the behavior of complex systems. Although many methods have been proposed, few papers have applied multiple methods together to detect causal relations based on time series generated from coupled nonlinear systems with...

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Bibliographic Details
Main Authors: Yoshito Hirata, José M Amigó, Yoshiya Matsuzaka, Ryo Yokota, Hajime Mushiake, Kazuyuki Aihara
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4933387?pdf=render