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Direct Estimation of the Area Under the Receiver Operating Characteristic Curve in the Presence of Verification Bias

The area under a receiver operating characteristic (ROC) curve (AUC) is a commonly used index for summarizing the ability of a continuous diagnostic test to discriminate between healthy and diseased subjects. If all subjects have their true disease status verified, one can directly estimate the AUC...

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Hlavní autoři: He, Hua, Lyness, Jeffrey M., McDermott, Michael P.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2009
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2626141/
https://ncbi.nlm.nih.gov/pubmed/18680124
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.3388
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