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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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Detalles Bibliográficos
Autores principales: Wan, Xiaogeng, Xu, Lanxi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6283631/
https://www.ncbi.nlm.nih.gov/pubmed/30521578
http://dx.doi.org/10.1371/journal.pone.0208423