Nan van Geloven
- Prediction meets causal inference: the role of treatment in clinical prediction models
2020/01/01 by Nan van Geloven, Sonja A. Swanson, Chava L. Ramspek +7 · 1 voice · 8 citations
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- The risks of risk assessment: causal blind spots when using prediction models for treatment decisions
2024/02/27 by Nan van Geloven, van Geloven, Nan, Ruth H. Keogh +27 · 1 voice · 2 citations
Mathematics · Computer Science · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME)
- Prediction Under Interventions: Evaluation of Counterfactual Performance Using Longitudinal Observational Data
2024/04/17 by Ruth H. Keogh, Nan van Geloven · 1 voice · 1 citation
Mathematics · #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Prediction under interventions: evaluation of counterfactual performance using longitudinal observational data
2023/04/19 by Ruth H. Keogh, Nan van Geloven, Keogh, Ruth H. +1 · 1 citation
Decision Sciences · Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #Reliability and Agreement in Measurement #Statistical Methods in Epidemiology
- Doubly robust estimation of marginal cumulative incidence curves for competing risk analysis
2024/03/24 by Patrick van Hage, Saskia le Cessie, van Hage, Patrick +7 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials