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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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Detaylı Bibliyografya
Asıl Yazarlar: Demler, Olga V., Pencina, Michael J., D’Agostino, Ralph B.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2012
Konular:
Online Erişim: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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