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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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書目詳細資料
發表在:Sci Rep
Main Authors: Ma, Huanfei, Aihara, Kazuyuki, Chen, Luonan
格式: Artigo
語言:Inglês
出版: Nature Publishing Group 2014
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5376982/
https://ncbi.nlm.nih.gov/pubmed/25501646
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep07464
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