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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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| Udgivet i: | Entropy (Basel) |
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| Main Authors: | , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
MDPI
2020
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7760044/ https://ncbi.nlm.nih.gov/pubmed/33266517 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22121333 |
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