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Estimating the Mutual Information between Two Discrete, Asymmetric Variables with Limited Samples

Determining the strength of nonlinear, statistical dependencies between two variables is a crucial matter in many research fields. The established measure for quantifying such relations is the mutual information. However, estimating mutual information from limited samples is a challenging task. Sinc...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Entropy (Basel)
Main Authors: Hernández, Damián G., Samengo, Inés
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515115/
https://ncbi.nlm.nih.gov/pubmed/33267337
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21060623
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