Exact Partial Information Decompositions for Gaussian Systems Based on Dependency Constraints

The Partial Information Decomposition, introduced by Williams P. L. et al. (2010), provides a theoretical framework to characterize and quantify the structure of multivariate information sharing. A new method ( I dep ) has recently been proposed by James R. G. et al. (2017) for computing a two...

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Bibliographic Details
Main Authors: Jim W. Kay, Robin A. A. Ince
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/4/240