C-statistics versus logistic regression for assessing the performance of qualitative diagnostic tests.

Background: Qualitative diagnostic tests commonly produce false positive and false negative results. Smooth receiver operated characteristic (ROC) curves are used for assessing the performance of a new test against a standard test. This method, called c-statistic (concordance) has limitations.