Review of variable selection and functional form methods in multivariable analysis finds insufficient evidence for recommendations and highlights seven topics needing further study.
The selected model and functional forms should be interpretable from a subject-matter perspective
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State-of-the-art in selection of variables and functional forms in multivariable analysis -- outstanding issues
Review of variable selection and functional form methods in multivariable analysis finds insufficient evidence for recommendations and highlights seven topics needing further study.