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Fast and effective pseudo transfer entropy for bivariate data-driven causal inference

Identifying, from time series analysis, reliable indicators of causal relationships is essential for many disciplines. Main challenges are distinguishing correlation from causality and discriminating between direct and indirect interactions. Over the years many methods for data-driven causal inferen...

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Detalles Bibliográficos
Autores principales: Silini, Riccardo, Masoller, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8055902/
https://www.ncbi.nlm.nih.gov/pubmed/33875707
http://dx.doi.org/10.1038/s41598-021-87818-3