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Distinguishing time-delayed causal interactions using convergent cross mapping

An important problem across many scientific fields is the identification of causal effects from observational data alone. Recent methods (convergent cross mapping, CCM) have made substantial progress on this problem by applying the idea of nonlinear attractor reconstruction to time series data. Here...

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Publicat a:Sci Rep
Autors principals: Ye, Hao, Deyle, Ethan R., Gilarranz, Luis J., Sugihara, George
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group 2015
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4592974/
https://ncbi.nlm.nih.gov/pubmed/26435402
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep14750
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