Distinguishing time-delayed causal interactions using convergent cross mapping
Distinguishing time-delayed causal interactions using convergent cross mapping
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Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
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, we expand upon the technique of CCM by explicitl...
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Full title
Distinguishing time-delayed causal interactions using convergent cross mapping
Authors, Artists and Contributors
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TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4592974
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4592974
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ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/srep14750
