Hall, PeterHyndman, RobFan, Yanan2015-12-132015-12-130006-3444http://hdl.handle.net/1885/87753We study methods for constructing confidence intervals and confidence bands for estimators of receiver operating characteristics. Particular emphasis is placed on the way in which smoothing should be implemented, when estimating either the characteristicKeywords: Bandwidth selection; Binary classification; Kernel estimator; Receiver operating characteristic curve200410.1093/biomet/91.3.7432015-12-12