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

Abstract 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 causa...

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Bibliographic Details
Main Authors: Riccardo Silini, Cristina Masoller
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/e163728f51ca4d9588d462cb776638de
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