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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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Bibliografiset tiedot
Päätekijät: Demler, Olga V., Pencina, Michael J., D’Agostino, Ralph B.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2012
Aiheet:
Linkit: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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