Synergy and Redundancy in Dual Decompositions of Mutual Information Gain and Information Loss

Williams and Beer (2010) proposed a nonnegative mutual information decomposition, based on the construction of information gain lattices, which allows separating the information that a set of variables contains about another variable into components, interpretable as the unique information of one va...

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Bibliographic Details
Main Authors: Daniel Chicharro, Stefano Panzeri
Format: Article
Language:English
Published: MDPI AG 2017-02-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/19/2/71