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A comparison of model selection methods for prediction in the presence of multiply imputed data

Many approaches for variable selection with multiply imputed data in the development of a prognostic model have been proposed. However, no method prevails as uniformly best. We conducted a simulation study with a binary outcome and a logistic regression model to compare two classes of variable selec...

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Detalles Bibliográficos
Autores principales: Thao, Le Thi Phuong, Geskus, Ronald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6492211/
https://www.ncbi.nlm.nih.gov/pubmed/30353591
http://dx.doi.org/10.1002/bimj.201700232