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Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access
Benjamin Yaël Gravesteijn, Charlie Aletta Sewalt, Esmée Venema, Daan Nieboer, Ewout Willem Steyerberg, Cecilia A. I. Åkerlund, +92 more
44citations -
Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation and cross‐validation: Methodological approach and data‐based evaluation20citations
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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
5citations -
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 -
Data imputation methods for intermittent renewable energy sources: Implications for energy system modeling2025 Energy Conversion and Management article Engineering Integrated Energy Systems Optimization Open access
Claudio Mantuano, Olalekan Omoyele, Maximilian Hoffmann, Jann Michael Weinand, Massimo Panella, Detlef Stolten
21citations -
Imputation of Ordinal Outcomes: A Comparison of Approaches in Traumatic Brain Injury2020 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access
Kevin Kunzmann, Lorenz Wernisch, Sylvia T. Richardson, Ewout Willem Steyerberg, Hester Floor Lingsma, Ari Ercole, +3 more
44citations -
Development, validation and clinical usefulness of a prognostic model for relapse in relapsing-remitting multiple sclerosis2021 Diagnostic and Prognostic Research article Medicine Multiple Sclerosis Research Studies Open access cited by 1 patent
Konstantina Chalkou, Ewout Willem Steyerberg, Patrick M. Bossuyt, Suvitha Subramaniam, Pascal Benkert, Jens Kühle, +4 more
14citations -
Analyzing Coarsened and Missing Data by Imputation Methods2025 Statistics in Medicine article Mathematics Statistical Methods and Bayesian Inference Open access
Lars L. J. van der Burg, Stefan Böhringer, Jonathan William Bartlett, Tjalling Bosse, Nanda Horeweg, Liesbeth C. de Wreede, +1 more
0citations -
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 -
Safety and Efficacy of Bimekizumab in Patients With Active Ankylosing Spondylitis: Three‐Year Results From a Phase IIb Randomized Controlled Trial and Its Open‐Label Extension Study
Xenofon Baraliakos, Atul A. Deodhar, Maxime Dougados, Lianne S. Gensler, Anna Moltó, Sofía Ramiro, +9 more
31citations -
31citations
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Information about missing patient-reported outcome data in breast cancer trials is frequently not documented: a scoping review2023 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Clinical Trials Open access
Daniela Krepper, Johannes Maria Giesinger, Linda Dirven, Fabio Efficace, Caroline Lopes Martini, Anna Margarete Maria Thurner, +3 more
12citations -
Cost-effectiveness of the Namaste care family program for nursing home residents with advanced dementia in comparison with usual care: a cluster-randomized controlled trial2020 BMC Health Services Research article Economics, Econometrics and Finance Health Systems, Economic Evaluations, Quality of Life Open access
Mohamed El Alili, Hanneke J. A. Smaling, Karlijn J. Joling, Wilco P. Achterberg, Anneke L. Francke, Judith Ekkina Bosmans, +1 more
36citations