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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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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Ye, Hao, Deyle, Ethan R., Gilarranz, Luis J., Sugihara, George
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2015
Assuntos:
Acesso em linha: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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