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Granger causality revisited

This technical paper offers a critical re-evaluation of (spectral) Granger causality measures in the analysis of biological timeseries. Using realistic (neural mass) models of coupled neuronal dynamics, we evaluate the robustness of parametric and nonparametric Granger causality. Starting from a bro...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Friston, Karl J., Bastos, André M., Oswal, Ashwini, van Wijk, Bernadette, Richter, Craig, Litvak, Vladimir
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Academic Press 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4176655/
https://ncbi.nlm.nih.gov/pubmed/25003817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2014.06.062
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