Not finding it? Sign in to also search OpenAlex live.
-
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 -
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 -
Risk prediction models for discrete ordinal outcomes: calibration and the impact of the proportional odds assumption2021 arXiv (Cornell University) preprint Mathematics Statistical Methods in Epidemiology Open access
Michael Edlinger, Maarten van Smeden, Hannes Franz Alber, Maria M. Wanitschek, Ben Van Calster
0citations -
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 -
Recent criteria and simple rules agreed often on required sample size for developed clinical prediction models2026 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Ewout Willem Steyerberg, Toby Hackmann, Ben Van Calster, Maarten van Smeden, Laure Wynants
0citations -
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 -
Predictive approaches to heterogeneous treatment effects: a scoping review2020 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access
Alexandros Rekkas, Jessica K. Paulus, Gowri Raman, John B. Wong, Ewout Willem Steyerberg, Peter R. Rijnbeek, +2 more
88citations -
Key Aspects of Prognostic Model Development and Interpretation From a Clinical Perspective2021 JAMA Otolaryngology–Head & Neck Surgery article Mathematics Statistical Methods in Epidemiology
Arta Hoesseini, Nikki van Leeuwen, Aniel Sewnaik, Ewout Willem Steyerberg, Robert J. Baatenburg de Jong, Hester Floor Lingsma, +1 more
40citations -
Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review2025 Journal of Clinical Epidemiology review Mathematics Statistical Methods in Epidemiology Open access
Biruk Tsegaye, Kym I E Snell, Lucinda Archer, Shona Kirtley, Richard D Riley, Matthew Sperrin, +3 more
33citations -
External Validations of Cardiovascular Clinical Prediction Models: A Large-Scale Review of the Literature2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods in Epidemiology Open access
Benjamin S. Wessler, Jason Nelson, Jinny G. Park, Hannah L. McGinnes, Gaurav Gulati, Riley Brazil, +6 more
82citations
21 results