An Improved Indicator for Causal Interaction in Non-Linear Systems

Utilizing an extension of Pearson’s correlation in the case of random vectors, we improve the empirical dynamic modeling causal analysis of non-linear systems. To prove the effectiveness of the use of such an extension we analyze two real-world examples, the paramecium-didinium protozoan system and...

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Bibliographic Details
Main Authors: Nikolaos Kollas, Sandra Gewehr, Spiros Mourelatos, Ioannis Kioutsioukis
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Environmental Sciences Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4931/26/1/92