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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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Detalles Bibliográficos
Publicado en:Entropy (Basel)
Autores principales: Hernández, Damián G., Samengo, Inés
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI 2019
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Acceso en línea: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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