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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Bibliographic Details
Main Authors: Jolan Heyse, Laurent Sheybani, Serge Vulliémoz, Pieter van Mierlo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Systems Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnsys.2021.620338/full