2 papers
stat.ME2025
The risks of risk assessment: causal blind spots when using prediction models for treatment decisions
Nan van Geloven, Ruth H Keogh, Wouter van Amsterdam +12
Clinicians increasingly rely on prediction models to guide treatment choices. Most prediction models, however, are developed using observational data that include some patients who…
stat.ME2024
Doubly robust estimation of marginal cumulative incidence curves for competing risk analysis
Patrick van Hage, Saskia le Cessie, Marissa C. van Maaren +2
Covariate imbalance between treatment groups makes it difficult to compare cumulative incidence curves in competing risk analyses. In this paper we discuss different methods to est…