Dataset to analyse the parameter scalability of multivariate Granger causality

OSF Preprints (OSF Preprints) 2026 Preprint Open access

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Authors: Thomas Pirenne, Esther Florin
Cited by: 0

Abstract

The attached dataset consists of the simulated signals, their causal estimations, and the corresponding computation times for the analysis of "Parameter scalability of multivariate granger causality". For reproducibility, the complete code to generate this dataset can be found on GitHub: TPirenne/granger-causality-scalability.

Fields of Study & Subjects

Complex Systems and Time Series Analysis Time Series Analysis and Forecasting Functional Brain Connectivity Studies

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
11 February 2026
Language
EN
Document type
Preprint