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Detecting and quantifying causal associations in large nonlinear time series datasets

Identifying causal relationships and quantifying their strength from observational time series data are key problems in disciplines dealing with complex dynamical systems such as the Earth system or the human body. Data-driven causal inference in such systems is challenging since datasets are often...

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שמור ב:
מידע ביבליוגרפי
הוצא לאור ב:Sci Adv
Main Authors: Runge, Jakob, Nowack, Peer, Kretschmer, Marlene, Flaxman, Seth, Sejdinovic, Dino
פורמט: Artigo
שפה:Inglês
יצא לאור: American Association for the Advancement of Science 2019
נושאים:
גישה מקוונת:https://ncbi.nlm.nih.gov/pmc/articles/PMC6881151/
https://ncbi.nlm.nih.gov/pubmed/31807692
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1126/sciadv.aau4996
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