Using proportional odds models for semiparametric ROC surface estimation

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.