Hall, PeterHyndman, Rob2015-12-132015-12-130167-7152http://hdl.handle.net/1885/76444The receiver operating characteristic (ROC) curve is used to describe the performance of a diagnostic test which classifies observations into two groups. We introduce new methods for selecting bandwidths when computing kernel estimates of ROC curves. OurKeywords: Bandwidth selection; Binary classification; Kernel estimator; MISE; ROC curve200310.1016/S0167-7152(03)00150-02015-12-11