Penalized landmark supermodels (penLM) for dynamic prediction for time-to-event outcomes in high-dimensional data by Anya H. Fries, Eunji Choi, Summer S. Han

“…Methods We provide a framework for dynamic risk prediction using the penalized landmark supermodel (penLM) and develop novel metrics ( $$\:\overline{AUC}_{w}\:$$ and $$\:\overline{BS}_{w}\:$$ ) to evaluate and summarize model performance across different timepoints. …”
Get full text