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Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Ben Van Calster, Maarten van Smeden, B. De Cock, Ewout Willem Steyerberg
124citations -
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 -
A Pharmacometrics‐Informed Trial Simulation Framework for Optimizing Study Designs for Disease‐Modifying Treatments in Rare Neurological Disorders2025 CPT Pharmacometrics & Systems Pharmacology article Mathematics Statistical Methods in Clinical Trials Open access
Yevgen V. Ryeznik, R.-D Hilgers, Nicole Maria Heussen, Emmanuelle Comets, France Mentré, Niels Hendrickx, +7 more
3citations -
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 -
Alternatives to default shrinkage methods can improve prediction accuracy, calibration, and coverage: A methods comparison study2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Mark A. van de Wiel, Gwenaël G. R. Leday, Martijn W. Heymans, Erik W. van Zwet, Aeilko Having Zwinderman, Jeroen Hoogland
2citations -
Accuracy in parameter estimation and simulation approaches for sample-size planning accounting for item effects2026 Behavior Research Methods article Mathematics Statistical Methods and Bayesian Inference Open access
Erin M. Buchanan, Mahmoud Medhat Elsherif, Jason Geller, Christopher L. Aberson, Necdet Gurkan, Ettore Ambrosini, +19 more
1citations -
Accelerating vaccine trial conduct in a pandemic with a hot spot‐based inclusion strategy using trial and epidemic simulation2021 Clinical and Translational Science article Mathematics Statistical Methods in Clinical Trials Open access
Johan L. van der Plas, Michiel Joost van Esdonk, Ingrid M. C. Kamerling, Adam F. Cohen
7citations -
Understanding overfitting in random forest for probability estimation: a visualization and simulation study2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
149citations -
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Alina Bazarova, Johann F. Jadebeck, Henrik Zunker, Carolina J. Klett-Tammen, Torben Heinsohn, Wolfgang Wiechert, +2 more
0citations -
A weighting method for simultaneous adjustment for confounding and joint exposure-outcome misclassifications2020 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access
Bas B. L. Penning de Vries, Maarten van Smeden, Rolf H. H. Groenwold
2citations