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A general framework for updating belief distributions

We propose a framework for general Bayesian inference. We argue that a valid update of a prior belief distribution to a posterior can be made for parameters which are connected to observations through a loss function rather than the traditional likelihood function, which is recovered as a special ca...

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Detalles Bibliográficos
Autores principales: Bissiri, P. G., Holmes, C. C., Walker, S. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5082587/
https://www.ncbi.nlm.nih.gov/pubmed/27840585
http://dx.doi.org/10.1111/rssb.12158