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Misuse of DeLong test to compare AUCs for nested models

The area under the receiver operating characteristics curve (AUC of ROC) is a widely used measure of discrimination in risk prediction models. Routinely, the Mann–Whitney statistics is used as an estimator of AUC, while the change in AUC is tested by the DeLong test. However, very often, in settings...

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Autors principals: Demler, Olga V., Pencina, Michael J., D’Agostino, Ralph B.
Format: Artigo
Idioma:Inglês
Publicat: 2012
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3684152/
https://ncbi.nlm.nih.gov/pubmed/22415937
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5328
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