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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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Publicado en:Stat Med
Main Authors: Wallisch, Christine, Dunkler, Daniela, Rauch, Geraldine, de Bin, Riccardo, Heinze, Georg
Formato: Artigo
Idioma:Inglês
Publicado: John Wiley & Sons, Inc. 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7820988/
https://ncbi.nlm.nih.gov/pubmed/33089538
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.8779
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