Causal Inference in Time Series in Terms of Rényi Transfer Entropy

Uncovering causal interdependencies from observational data is one of the great challenges of a nonlinear time series analysis. In this paper, we discuss this topic with the help of an information-theoretic concept known as Rényi’s information measure. In particular, we tackle the directional inform...

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Bibliographic Details
Main Authors: Petr Jizba, Hynek Lavička, Zlata Tabachová
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/7/855