Higher-Order Interactions and Their Duals Reveal Synergy and Logical Dependence beyond Shannon-Information

Information-theoretic quantities reveal dependencies among variables in the structure of joint, marginal, and conditional entropies while leaving certain fundamentally different systems indistinguishable. Furthermore, there is no consensus on the correct higher-order generalisation of mutual informa...

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Bibliographic Details
Published in:Entropy
Main Author: Abel Jansma
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Subjects:
higher-order
information
entropy
synergy
triadic
Möbius inversions
Online Access:https://www.mdpi.com/1099-4300/25/4/648

Internet

https://www.mdpi.com/1099-4300/25/4/648

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