State-of-the-art in selection of variables and functional forms in multivariable analysis -- outstanding issues

Willi Sauerbrei, Aris Perperoglou, Matthias Schmid +7

How to select variables and identify functional forms for continuous variables is a key concern when creating a multivariable model. Ad hoc 'traditional' approaches to variable sel…