Bayesian confidence intervals for ROC curves

被引：2

作者：

Parker, DR ^{[1
]}

Gustafson, SC

Ross, TD

机构：

[1] USAF, Inst Technol, Dept Elect Engn & Comp Sci, Wright Patterson AFB, OH 45433 USA

[2] USAF, Res Lab, Sensors Directorate, Wright Patterson AFB, OH 45433 USA

来源：

ELECTRONICS LETTERS | 2005年 / 41卷 / 05期

关键词：

D O I：

10.1049/el:20047523

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The probability density of correct detection probability for any false alarm probability on a receiver operating characteristic (ROC) curve is obtained using Bayesian methods. Simulations demonstrate that this density provides rigorous and practical methods for obtaining ROC curve confidence intervals.

引用

页码：279 / 280

页数：2

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