Nonparametric estimation of the ROC curve for length-biased and right-censored data
文献类型：期刊论文
| 作者 | Song, Shanshan1; Zhou, Yong2,3,4
|
| 刊名 | COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
 |
| 出版日期 | 2019-07-25 |
| 页码 | 21 |
| 关键词 | ROC curve length-biased and right-censored data nonparametric estimator composite likelihood conditional likelihood |
| ISSN号 | 0361-0926 |
| DOI | 10.1080/03610926.2019.1604963 |
| 英文摘要 | ROC curve is a fundamental evaluation tool in medical researches and survival analysis. The estimation of ROC curve has been studied extensively with complete data and right-censored survival data. However, these methods are not suitable to analyze the length-biased and right-censored data. Since this kind of data includes the auxiliary information that truncation time and residual time share the same distribution, the two new estimators for the ROC curve are proposed by taking into account this auxiliary information to improve estimation efficiency. Numerical simulation studies with different assumed cases and real data analysis are conducted. |
| 资助项目 | State Key Program of National Natural Science Foundation of China[71331006] ; State Key Program in the Major Research Plan of National Natural Science Foundation of China[91546202] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000478253800001 |
| 出版者 | TAYLOR & FRANCIS INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/35239]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Zhou, Yong |
| 作者单位 | 1.Shanghai Univ Finance & Econ, Sch Stat & Management, Shanghai, Peoples R China 2.East China Normal Univ, Fac Econ & Management, Sch Stat, Shanghai, Peoples R China 3.East China Normal Univ, Fac Econ & Management, Acad Stat & Interdisciplinary Sci, Shanghai, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, 55 Zhongguancun East Rd, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Song, Shanshan,Zhou, Yong. Nonparametric estimation of the ROC curve for length-biased and right-censored data[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,2019:21. |
| APA | Song, Shanshan,&Zhou, Yong.(2019).Nonparametric estimation of the ROC curve for length-biased and right-censored data.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,21. |
| MLA | Song, Shanshan,et al."Nonparametric estimation of the ROC curve for length-biased and right-censored data".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS (2019):21. |
入库方式： OAI收割
来源：数学与系统科学研究院
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