Granger-Causality Inference of the Existence of Unobserved Important Components in Network Analysis

Detecting causal interrelationships in multivariate systems, in terms of the Granger-causality concept, is of major interest for applications in many fields. Analyzing all the relevant components of a system is almost impossible, which contrasts with the concept of Granger causality. Not observing s...

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Bibliographic Details

Published in:	Entropy
Main Author:	Heba Elsegai
Format:	Article
Language:	English
Published:	MDPI AG 2021-07-01
Subjects:	Granger-causality rPDC DPC degree centrality unobserved important nodes network inference
Online Access:	https://www.mdpi.com/1099-4300/23/8/994