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Quantifying Total Influence between Variables with Information Theoretic and Machine Learning Techniques

The increasingly sophisticated investigations of complex systems require more robust estimates of the correlations between the measured quantities. The traditional Pearson correlation coefficient is easy to calculate but sensitive only to linear correlations. The total influence between quantities i...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Murari, Andrea, Rossi, Riccardo, Lungaroni, Michele, Gaudio, Pasquale, Gelfusa, Michela
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516551/
https://ncbi.nlm.nih.gov/pubmed/33285916
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22020141
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