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Model-Based ROC Curve: Examining the Effect of Case Mix and Model Calibration on the ROC Plot

BACKGROUND: The performance of risk prediction models is often characterized in terms of discrimination and calibration. The receiver-operating characteristic (ROC) curve is widely used for evaluating model discrimination. However, when comparing ROC curves across different samples, the effect of ca...

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Detalles Bibliográficos
Autores principales: Sadatsafavi, Mohsen, Saha-Chaudhuri, Paramita, Petkau, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9005838/
https://www.ncbi.nlm.nih.gov/pubmed/34657518
http://dx.doi.org/10.1177/0272989X211050909