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https://doi.org/10.1016/j.jspi.2007.07.009
| 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. https://doi.org/10.1016/j.jspi.2007.07.009 | 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 | URI: | http://scholarbank.nus.edu.sg/handle/10635/105067 | ISSN: | 03783758 | DOI: | 10.1016/j.jspi.2007.07.009 |
| Appears in Collections: | Staff Publications |
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