32 citations · 64 across the 3 of their papers we have counts for
2 papers
stat.ME2025
A categorization of performance measures for estimated non-linear associations between an outcome and continuous predictors
Theresa Ullmann, Georg Heinze, Michal Abrahamowicz +5
In regression analysis, associations between continuous predictors and the outcome are often assumed to be linear. However, modeling the associations as non-linear can improve mode…
stat.ME2019★ 32 cited
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…