Using proportional odds models for semiparametric ROC surface estimation

摘要

We propose a semiparametric ROC surface estimation method derived from proportional odds models. Some simulation results show that our proposed method is a sound choice whether the usual normality assumption holds or not. Analysis of a real data set is also provided. (C) 2015 Elsevier B.V. All rights reserved.