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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...
| Autores principales: | , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2010
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| Materias: | |
| 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 |