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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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Détails bibliographiques
Auteurs principaux: Demler, Olga V., Pencina, Michael J., D’Agostino, Ralph B.
Format: Artigo
Langue:Inglês
Publié: 2012
Sujets:
Accès en ligne: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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