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Combining shrinkage and sparsity in conjugate vector autoregressive models

Conjugate priors allow for fast inference in large dimensional vector autoregressive (VAR) models. But at the same time, they introduce the restriction that each equation features the same set of explanatory variables. This paper proposes a straightforward means of postprocessing posterior estimates...

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Detalles Bibliográficos
Autores principales: Hauzenberger, Niko, Huber, Florian, Onorante, Luca
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048898/
https://www.ncbi.nlm.nih.gov/pubmed/33888936
http://dx.doi.org/10.1002/jae.2807