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Partial cross mapping eliminates indirect causal influences

Causality detection likely misidentifies indirect causations as direct ones, due to the effect of causation transitivity. Although several methods in traditional frameworks have been proposed to avoid such misinterpretations, there still is a lack of feasible methods for identifying direct causation...

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Detalles Bibliográficos
Autores principales: Leng, Siyang, Ma, Huanfei, Kurths, Jürgen, Lai, Ying-Cheng, Lin, Wei, Aihara, Kazuyuki, Chen, Luonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7251131/
https://www.ncbi.nlm.nih.gov/pubmed/32457301
http://dx.doi.org/10.1038/s41467-020-16238-0