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On the Sensitivity of Granger Causality to Errors‐In‐Variables, Linear Transformations and Subsampling

This article studies the sensitivity of Granger causality to the addition of noise, the introduction of subsampling, and the application of causal invertible filters to weakly stationary processes. Using canonical spectral factors and Wold decompositions, we give general conditions under which addit...

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Detalles Bibliográficos
Autores principales: Anderson, Brian D.O., Deistler, Manfred, Dufour, Jean‐Marie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7814891/
https://www.ncbi.nlm.nih.gov/pubmed/33518840
http://dx.doi.org/10.1111/jtsa.12430