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Inference for the difference in the area under the ROC curve derived from nested binary regression models

The area under the curve (AUC) statistic is a common measure of model performance in a binary regression model. Nested models are used to ascertain whether the AUC statistic increases when new factors enter the model. The regression coefficient estimates used in the AUC statistics are computed using...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Biostatistics
Hauptverfasser: Heller, Glenn, Seshan, Venkatraman E., Moskowitz, Chaya S., Gönen, Mithat
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5965312/
https://ncbi.nlm.nih.gov/pubmed/27655817
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw045
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