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...

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Vydáno v:	Statistical methods in medical research Ročník 32; číslo 5; s. 978
Hlavní autor:	Martínez-Camblor, Pablo
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	England 01.05.2023
Témata:	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
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