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Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede
1citations -
Multiple Imputation of Missing Covariates When Using the Fine–Gray Model2025 Statistics in Medicine article Mathematics Statistical Methods and Bayesian Inference Open access
Edouard F. Bonneville, Jan Beyersmann, Ruth H. Keogh, Jonathan William Bartlett, Tim Peter Morris, Nicola Polverelli, +2 more
4citations -
Minimum sample size for developing a multivariable prediction model using multinomial logistic regression2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access
Alexander Pate, Richard D Riley, Professor Gary S. Collins, Maarten van Smeden, Ben Van Calster, Joie Ensor, +1 more
170citations -
Minimum Sample Size for Developing a Multivariable Prediction Model using Multinomial Logistic Regression2022 Research Explorer (The University of Manchester) article Mathematics Statistical Methods in Epidemiology Open access
Alexander Pate, Richard D Riley, Professor Gary S. Collins, Maarten van Smeden, Ben Van Calster, Joie Ensor, +1 more
11citations -
Multiple imputation for cause-specific Cox models: Assessing methods for estimation and prediction2022 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access
Edouard F. Bonneville, Matthieu Resche‐Rigon, Johannes Schetelig, Hein Putter, Liesbeth C. de Wreede
17citations -
Association of ABO blood groups with venous thrombosis recurrence in middle-aged patients: insights from a weighted Cox analysis dedicated to ambispective design2023 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access
Gaëlle Munsch, Louisa Goumidi, Astrid van Hylckama Vlieg, Manal Ibrahim‐Kosta, Maria Bruzelius, Jean‐François Deleuze, +4 more
11citations -
Joint Modeling of Longitudinal Markers and Time-to-Event Outcomes: An Application and Tutorial in Patients After Surgical Repair of Transposition of the Great Arteries2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods and Bayesian Inference Open access
Sara J. Baart, Roel L.F. van der Palen, Hein Putter, Roula Tsonaka, Nico A. Blom, Dimitris Rizopoulos, +1 more
20citations -
Dynamic prediction of survival using multivariate functional principal component analysis: A strict landmarking approach2024 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Daniel Gomon, Hein Putter, Marta F. Fiocco, Mirko Signorelli
9citations