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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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Detalhes bibliográficos
Publicado no:Sci Adv
Main Authors: Runge, Jakob, Nowack, Peer, Kretschmer, Marlene, Flaxman, Seth, Sejdinovic, Dino
Formato: Artigo
Idioma:Inglês
Publicado em: American Association for the Advancement of Science 2019
Assuntos:
Acesso em linha: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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