July 19, 2023 article Open access Stability of clinical prediction models developed using statistical or machine learning methods Biometrical Journal DOI: 10.1002/bimj.202200302 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. 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statistic ( AUROC ) to inform sample size calculations for developing a prediction model with a binary outcome 2020 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access 69 citations 6 results