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Statistics in Medicine|May 10, 2021
Fine-Gray subdistribution hazard models to simultaneously estimate the absolute risk of different event types: Cumulative total failure probability may exceed 1Peter C Austin, Ewout W Steyerberg, Hein PutterCirculation. Cardiovascular Quality and Outcomes|March 31, 2022
Generalizability of Cardiovascular Disease Clinical Prediction Models: 158 Independent External Validations of 104 Unique ModelsGaurav Gulati, Jenica Upshaw, Benjamin S Wessler, et al.Statistics in Medicine|January 5, 2011
Extensions of net reclassification improvement calculations to measure usefulness of new biomarkersMichael J Pencina, Ralph B D'Agostino, Ewout W SteyerbergJournal of Epidemiology and Community Health|February 16, 2006
The polypill: at what price would it become cost effective?Oscar H Franco, Ewout W Steyerberg, Chris de LaetPlos One|February 17, 2016
Assessing Discriminative Performance at External Validation of Clinical Prediction ModelsDaan Nieboer, Tjeerd van der Ploeg, Ewout W SteyerbergStatistics in Medicine|May 15, 2014
How to interpret a small increase in AUC with an additional risk prediction marker: decision analysis comes throughStuart G Baker, Ewoud Schuit, Ewout W Steyerberg, et al.Neurocritical Care|May 5, 2022
Modern Learning from Big Data in Critical Care: Primum Non NocereBenjamin Y Gravesteijn, Ewout W Steyerberg, Hester F LingsmaAmerican Journal of Epidemiology|September 3, 2010
External validity of risk models: Use of benchmark values to disentangle a case-mix effect from incorrect coefficientsYvonne Vergouwe, Karel G M Moons, Ewout W SteyerbergStatistical Methods in Medical Research|April 13, 2021
Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the "large N, small p" settingPeter C Austin, Frank E Harrell, Ewout W SteyerbergPageof 109