Inferring causation from time series in Earth system sciences

Author:

Runge JakobORCID,Bathiany Sebastian,Bollt Erik,Camps-Valls Gustau,Coumou Dim,Deyle Ethan,Glymour Clark,Kretschmer Marlene,Mahecha Miguel D.ORCID,Muñoz-Marí Jordi,van Nes Egbert H.,Peters Jonas,Quax Rick,Reichstein Markus,Scheffer Marten,Schölkopf Bernhard,Spirtes Peter,Sugihara George,Sun JieORCID,Zhang Kun,Zscheischler JakobORCID

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

Reference100 articles.

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3. Imbens, G. & Rubin, D. Causal Inference in Statistics, Social, and Biomedical Sciences. (Cambridge University Press, New York, NY, USA, 2015).

4. Pearl, J. Causality: Models, Reasoning, and Inference. (Cambridge University Press, New York, NY, USA, 2000).

5. Guo, H.-D., Zhang, L. & Zhu, L.-W. Earth observation big data for climate change research. Adv. Clim. Chang. Res. 6, 108–117 (2015).

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