A Recipe for the Estimation of Information Flow in a Dynamical System

A Recipe for the Estimation of Information Flow in a Dynamical System

Information-theoretic quantities, such as entropy and mutual information (MI), can be used to quantify the amount of information needed to describe a dataset or the information shared between two datasets. In the case of a dynamical system, the behavior of the relevant variables can be tightly coupl...

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Bibliographic Details
Main Authors: Deniz Gencaga, Kevin H. Knuth, William B. Rossow
Format: Article
Language:English
Published: MDPI AG 2015-01-01
Series:Entropy
Subjects:
transfer entropy
information flow
statistical dependency
mutual information
Shannon entropy
information-theoretical quantities
Lorenz equations
Online Access:http://www.mdpi.com/1099-4300/17/1/438

Internet

http://www.mdpi.com/1099-4300/17/1/438

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