Fedotenkov, Igor - In: Statistical Methods and Applications 22 (2013) 3, pp. 381-390
This paper examines the asymptotic properties of a binary response model estimator based on maximization of the Area Under receiver operating characteristic Curve (AUC). Given certain assumptions, AUC maximization is a consistent method of binary response model estimation up to normalizations....