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Equitability, mutual information, and the maximal information coefficient

How should one quantify the strength of association between two random variables without bias for relationships of a specific form? Despite its conceptual simplicity, this notion of statistical “equitability” has yet to receive a definitive mathematical formalization. Here we argue that equitability...

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Bibliografiske detaljer
Main Authors: Kinney, Justin B., Atwal, Gurinder S.
Format: Artigo
Sprog:Inglês
Udgivet: National Academy of Sciences 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3948249/
https://ncbi.nlm.nih.gov/pubmed/24550517
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1309933111
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