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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Bibliographic Details

Published in:	Statistical methods in medical research Vol. 32; no. 5; p. 978
Main Author:	Martínez-Camblor, Pablo
Format:	Journal Article
Language:	English
Published:	England 01.05.2023
Subjects:	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 Access:	Get more information
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