Confidence intervals for the length of the receiver-operating characteristic curve based on a smooth estimator

A good diagnostic test should show different behavior on both the positive and the negative populations. However, this is not enough for having a good classification system. The binary classification problem is a complex task, which implies to define decision criteria. The knowledge of the level of...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Statistical methods in medical research Jg. 32; H. 5; S. 978
1. Verfasser:	Martínez-Camblor, Pablo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	England 01.05.2023
Schlagworte:	Algorithms Area Under Curve Biomarkers Confidence Intervals Monte Carlo Method ROC Curve binary classification problem Asymptotic distribution kernel density estimator length of the curve receiver-operating characteristic curve
ISSN:	1477-0334, 1477-0334
Online-Zugang:	Weitere Angaben
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!