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A study for multiscale information transfer measures based on conditional mutual information

As the big data science develops, efficient methods are demanded for various data analysis. Granger causality provides the prime model for quantifying causal interactions. However, this theoretic model does not meet the requirement for real-world data analysis, because real-world time series are div...

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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Wan, Xiaogeng, Xu, Lanxi
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6283631/
https://ncbi.nlm.nih.gov/pubmed/30521578
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0208423
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