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Evaluation of Directed Causality Measures and Lag Estimations in Multivariate Time-Series

The detection of causal effects among simultaneous observations provides knowledge about the underlying network, and is a topic of interests in many scientific areas. Over the years different causality measures have been developed, each with their own advantages and disadvantages. However, an extens...

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Detalles Bibliográficos
Autores principales: Heyse, Jolan, Sheybani, Laurent, Vulliémoz, Serge, van Mierlo, Pieter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8569855/
https://www.ncbi.nlm.nih.gov/pubmed/34744643
http://dx.doi.org/10.3389/fnsys.2021.620338