On the variability of regression shrinkage methods for clinical prediction models: simulation study on predictive performance

Ben Van Calster, Maarten van Smeden, Ewout W. Steyerberg

When developing risk prediction models, shrinkage methods are recommended, especially when the sample size is limited. Several earlier studies have shown that the shrinkage of mode…