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Heterogeneous Graphical Granger Causality by Minimum Message Length

The heterogeneous graphical Granger model (HGGM) for causal inference among processes with distributions from an exponential family is efficient in scenarios when the number of time observations is much greater than the number of time series, normally by several orders of magnitude. However, in the...

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Detalles Bibliográficos
Autores principales: Hlaváčková-Schindler, Kateřina, Plant, Claudia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7763266/
https://www.ncbi.nlm.nih.gov/pubmed/33322439
http://dx.doi.org/10.3390/e22121400