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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 -
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 -
Correction: Understanding overfitting in random forest for probability estimation: a visualization and simulation study2025 Diagnostic and Prognostic Research erratum Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
0citations -
Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches2023 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access
Alexandros Rekkas, Peter R. Rijnbeek, David M. Kent, Ewout Willem Steyerberg, David V. Klaveren
14citations -
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 -
Instrumental variable analysis to estimate treatment effects: a simulation study showing potential benefits of conditioning on hospital2022 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access
Iris E. Ceyisakar, Nikki van Leeuwen, Ewout Willem Steyerberg, Hester Floor Lingsma
7citations -
Optimizing study design in LPS challenge studies for quantifying drug induced inhibition of TNFα response: Did we miss the prime time?2022 European Journal of Pharmaceutical Sciences article Mathematics Statistical Methods in Clinical Trials Open access
Julia Larsson, Edmund Hoppe, Michael Gautrois, Marija Cvijović, Mats Jirstrand
1citations -
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 -
Sampling Strategies for Internal Validation Samples for Exposure Measurement–Error Correction: A Study of Visceral Adipose Tissue Measures Replaced by Waist Circumference Measures2021 American Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Linda Nab, Maarten van Smeden, Renée de Mutsert, Frits Richard Rosendaal, Rolf H. H. Groenwold
6citations -
Data and simulation code for paper 'Adhesion-driven invasion: disentangling the interplay between cell-cell and cell-matrix interactions in cancer cell migration' (Biophysical Journal, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) dataset Mathematics Mathematical Biology Tumor Growth Open access
Quirine J. S. Braat, Klara Beslmüller, Cornelis Storm, Erik H.J. Danen, Liesbeth Janssen
0citations -
Data and simulation code for paper 'Adhesion-driven invasion: disentangling the interplay between cell-cell and cell-matrix interactions in cancer cell migration' (Biophysical Journal, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) dataset Mathematics Mathematical Biology Tumor Growth Open access
Quirine J. S. Braat, Klara Beslmüller, Cornelis Storm, Erik H.J. Danen, Liesbeth Janssen
0citations -
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