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Estimation of Area Under the ROC Curve under nonignorable verification bias

The Area Under the Receiving Operating Characteristic Curve (AUC) is frequently used for assessing the overall accuracy of a diagnostic marker. However, estimation of AUC relies on knowledge of the true outcomes of subjects: diseased or non-diseased. Because disease verification based on a gold stan...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Stat Sin
Hauptverfasser: Yu, Wenbao, Kim, Jae Kwang, Park, Taesung
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6668995/
https://ncbi.nlm.nih.gov/pubmed/31367164
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.202016.0315
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