Transfer Entropy for Coupled Autoregressive Processes

A method is shown for computing transfer entropy over multiple time lags for coupled autoregressive processes using formulas for the differential entropy of multivariate Gaussian processes. Two examples are provided: (1) a first-order filtered noise process whose state is measured with additive nois...

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Bibliographic Details
Main Authors: Shawn D. Pethel, Daniel W. Hahs
Format: Article
Language:English
Published: MDPI AG 2013-02-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/15/3/767