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A numerically stable algorithm for integrating Bayesian models using Markov melding

When statistical analyses consider multiple data sources, Markov melding provides a method for combining the source-specific Bayesian models. Markov melding joins together submodels that have a common quantity. One challenge is that the prior for this quantity can be implicit, and its prior density...

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Detalles Bibliográficos
Autores principales: Manderson, Andrew A., Goudie, Robert J. B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8924096/
https://www.ncbi.nlm.nih.gov/pubmed/35310545
http://dx.doi.org/10.1007/s11222-022-10086-2