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Biometrical Journal. Biometrische Zeitschrift|July 19, 2023
Stability of clinical prediction models developed using statistical or machine learning methodsRichard D Riley, Gary S CollinsStatistics in Medicine|December 7, 2020
A note on estimating the Cox-Snell R2 from a reported C statistic (AUROC) to inform sample size calculations for developing a prediction model with a binary outcomeRichard D Riley, Ben Van Calster, Gary S CollinsDiagnostic and Prognostic Research|December 22, 2022
Targeted validation: validating clinical prediction models in their intended population and settingMatthew Sperrin, Richard D Riley, Gary S Collins, et al.Statistical Methods in Medical Research|October 8, 2021
Developing clinical prediction models when adhering to minimum sample size recommendations: The importance of quantifying bootstrap variability in tuning parameters and predictive performanceGlen P Martin, Richard D Riley, Gary S Collins, et al.Research Synthesis Methods|June 30, 2023
Calculating the power of a planned individual participant data meta-analysis of randomised trials to examine a treatment-covariate interaction with a time-to-event outcomeRichard D Riley, Gary S Collins, Miriam Hattle, et al.Statistics in Medicine|August 6, 2022
Calculating the power to examine treatment-covariate interactions when planning an individual participant data meta-analysis of randomized trials with a binary outcomeRichard D Riley, Miriam Hattle, Gary S Collins, et al.Journal of Clinical Epidemiology|May 22, 2018
Measurement error and timing of predictor values for multivariable risk prediction models are poorly reportedRebecca Whittle, George Peat, John Belcher, et al.Journal of Clinical Epidemiology|June 2, 2021
Methodology over metrics: current scientific standards are a disservice to patients and societyBen Van Calster, Laure Wynants, Richard D Riley, et al.Research Synthesis Methods|July 24, 2024
Calculating the power of a planned individual participant data meta-analysis to examine prognostic factor effects for a binary outcomeRebecca Whittle, Joie Ensor, Miriam Hattle, et al.Journal of Clinical Epidemiology|March 29, 2021
Clinical prediction models: diagnosis versus prognosisMaarten van Smeden, Johannes B Reitsma, Richard D Riley, et al.Pageof 51