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Inferring Weighted Directed Association Network from Multivariate Time Series with a Synthetic Method of Partial Symbolic Transfer Entropy Spectrum and Granger Causality

Complex network methodology is very useful for complex system explorer. However, the relationships among variables in complex system are usually not clear. Therefore, inferring association networks among variables from their observed data has been a popular research topic. We propose a synthetic met...

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Detalles Bibliográficos
Autores principales: Hu, Yanzhu, Zhao, Huiyang, Ai, Xinbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5104482/
https://www.ncbi.nlm.nih.gov/pubmed/27832153
http://dx.doi.org/10.1371/journal.pone.0166084