Model selection in Medical Research: A simulation study comparing Bayesian Model Averaging and Stepwise Regression

BACKGROUND: Automatic variable selection methods are usually discouraged in medical research although we believe they might be valuable for studies where subject matter knowledge is limited. Bayesian model averaging may be useful for model selection but only limited attempts to compare it to stepwis...

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Detalles Bibliográficos
Autores principales: Genell, Anna, Nemes, Szilard, Steineck, Gunnar, Dickman, Paul W
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017523/
https://www.ncbi.nlm.nih.gov/pubmed/21134252
http://dx.doi.org/10.1186/1471-2288-10-108

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017523/
https://www.ncbi.nlm.nih.gov/pubmed/21134252
http://dx.doi.org/10.1186/1471-2288-10-108

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