Selection of variables for multivariable models: Opportunities and limitations in quantifying model stability by resampling

Statistical models are often fitted to obtain a concise description of the association of an outcome variable with some covariates. Even if background knowledge is available to guide preselection of covariates, stepwise variable selection is commonly applied to remove irrelevant ones. This practice...

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Detalles Bibliográficos
Autores principales: Wallisch, Christine, Dunkler, Daniela, Rauch, Geraldine, de Bin, Riccardo, Heinze, Georg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7820988/
https://www.ncbi.nlm.nih.gov/pubmed/33089538
http://dx.doi.org/10.1002/sim.8779

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7820988/
https://www.ncbi.nlm.nih.gov/pubmed/33089538
http://dx.doi.org/10.1002/sim.8779

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