Partial Information Decomposition and the Information Delta: A Geometric Unification Disentangling Non-Pairwise Information

Information theory provides robust measures of multivariable interdependence, but classically does little to characterize the multivariable relationships it detects. The Partial Information Decomposition (PID) characterizes the mutual information between variables by decomposing it into unique, redu...

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Detalles Bibliográficos
Autores principales: Kunert-Graf, James, Sakhanenko, Nikita, Galas, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760044/
https://www.ncbi.nlm.nih.gov/pubmed/33266517
http://dx.doi.org/10.3390/e22121333

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7760044/
https://www.ncbi.nlm.nih.gov/pubmed/33266517
http://dx.doi.org/10.3390/e22121333

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