Using proportional odds models for semiparametric ROC surface estimation

作者：Wan Shuwen^*; Zhang Biao

来源：Statistics & Probability Letters, 2015, 105: 74-79.

DOI：10.1016/j.spl.2015.06.009

• ROC curve
• ROC surface
• VUS
• Proportional odds model

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.

• 出版日期2015-10
• 单位南京大学