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5. A regression approach to ROC surface, with applications to Alzheimer＇s disease

A regression approach to ROC surface, with applications to Alzheimer＇s disease

来源 :中国科学：数学英文版 | 被引量 : 0次 | 上传用户：hou0608

【摘 要】

：

We consider the estimation of three-dimensional ROC surfaces for continuous tests given covariates.Three way ROC analysis is important in our motivating example

【作 者】

：

LI JiaLiang ZHOU XiaoHua FINE 

【机 构】

：

DepartmentofStatisticsandAppliedProbability,Duke-NUSGraduateMedicalSchool,SingaporeEyeResearchInstit

【出 处】

：

中国科学：数学英文版

【发表日期】

：

2012年8期

【关键词】

：

阿尔茨海默氏症 应用程序 表面 回归 民国 中华 测试框架 协变量 receiver operating characteristic surface  vol 

【基金项目】

：

We are thankful to the data and scientific support provided by the National Alzheimer＇s Coordinating Center （NACC）. This work was supported by National University of Singapore Academic Research Fundin

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We consider the estimation of three-dimensional ROC surfaces for continuous tests given covariates.Three way ROC analysis is important in our motivating example where patients with Alzheimer's disease are usually classified into three categories and s

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