A Review on ROC Curves in the Presence of Covariates

A Review on ROC Curves in the Presence of Covariates

In this paper we review the literature on ROC curves in the presence of covariates. We discuss the different approaches that have been proposed in the literature to define, model, estimate and do asymptotics for ROC curves that incorporate covariates. For reasons of brevity, we mostly focus on nonp...

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Bibliographic Details
Main Authors: Juan Carlos Pardo-Fernández, María Xosé Rodríguez-Álvarez, Ingrid Van Keilegom
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2014-04-01
Series:Revstat Statistical Journal
Subjects:
covariate
kernel smoothing
location-scale model
nonparametric inference
regression
ROC curve
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/142

Internet

https://revstat.ine.pt/index.php/REVSTAT/article/view/142

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