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Outcome modelling strategies in epidemiology: traditional methods and basic alternatives

Controlling for too many potential confounders can lead to or aggravate problems of data sparsity or multicollinearity, particularly when the number of covariates is large in relation to the study size. As a result, methods to reduce the number of modelled covariates are often deployed. We review se...

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Detalles Bibliográficos
Autores principales: Greenland, Sander, Daniel, Rhian, Pearce, Neil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4864881/
https://www.ncbi.nlm.nih.gov/pubmed/27097747
http://dx.doi.org/10.1093/ije/dyw040