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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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Podrobná bibliografie
Vydáno v:Sci Rep
Hlavní autoři: Ye, Hao, Deyle, Ethan R., Gilarranz, Luis J., Sugihara, George
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group 2015
Témata:
On-line přístup: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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