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Title: Confidence bands for ROC curves
Authors: Horváth, L.
Horváth, Z.
Zhou, W. 
Keywords: Confidence bands
Duchanne Muscular Dystrophy
Quantile and empirical processes
Smoothed bootstrap
Weak convergence
Issue Date: 1-Jul-2008
Citation: Horváth, L., Horváth, Z., Zhou, W. (2008-07-01). Confidence bands for ROC curves. Journal of Statistical Planning and Inference 138 (6) : 1894-1904. ScholarBank@NUS Repository.
Abstract: We develop two methods to construct confidence bands for the receiver operating characteristic (ROC) curve without estimating the densities of the underlying distributions. The first method is based on the smoothed bootstrap while the second method uses the Bonferroni inequality. As an illustration, we provide confidence bands for the ROC curve using data on Duchanne Muscular Dystrophy. © 2007 Elsevier B.V. All rights reserved.
Source Title: Journal of Statistical Planning and Inference
ISSN: 03783758
DOI: 10.1016/j.jspi.2007.07.009
Appears in Collections:Staff Publications

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