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Model selection on solid ground: Rigorous comparison of nine ways to evaluate Bayesian model evidence

Bayesian model selection or averaging objectively ranks a number of plausible, competing conceptual models based on Bayes' theorem. It implicitly performs an optimal trade-off between performance in fitting available data and minimum model complexity. The procedure requires determining Bayesian...

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Detalles Bibliográficos
Autores principales: Schöniger, Anneli, Wöhling, Thomas, Samaniego, Luis, Nowak, Wolfgang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BlackWell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4328146/
https://www.ncbi.nlm.nih.gov/pubmed/25745272
http://dx.doi.org/10.1002/2014WR016062