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Detecting Causality from Nonlinear Dynamics with Short-term Time Series

Quantifying causality between variables from observed time series data is of great importance in various disciplines but also a challenging task, especially when the observed data are short. Unlike the conventional methods, we find it possible to detect causality only with very short time series dat...

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Detalles Bibliográficos
Autores principales: Ma, Huanfei, Aihara, Kazuyuki, Chen, Luonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5376982/
https://www.ncbi.nlm.nih.gov/pubmed/25501646
http://dx.doi.org/10.1038/srep07464