KMS Of Academy of mathematics and systems sciences, CAS
| A Class of Transformed Mean Residual Life Models With Censored Survival Data | |
Sun, Liuquan1 ; Zhang, Zhigang2
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| 2009-06-01 | |
| Source Publication | JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
 |
| ISSN | 0162-1459 |
| Volume | 104Issue:486Pages:803-815 |
| Abstract | The mean residual life function is an attractive alternative to the survival function or the hazard function of a survival time in practice. It provides the remaining life expectancy of a subject surviving Lip to time t. In this study. We propose a class of transformed mean residual life models for fitting survival data under right censoring. To estimate the model parameters. we make use of the inverse probability of censoring weighting approach and develop a system of estimating equations. Efficiency and robustness of the estimators are also studied. Both asymptotic and finite sample properties of the proposed estimators are established and the approach is applied to two real-life datasets collected from clinical trials. |
| Keyword | Censored survival data Estimating equation approach Inverse probability of censoring weighting Mean residual life Semiparametric efficiency Transformed models |
| DOI | 10.1198/jasa.2009.0130 |
| Language | 英语 |
| WOS Research Area | Mathematics |
| WOS Subject | Statistics & Probability |
| WOS ID | WOS:000266461400034 |
| Publisher | AMER STATISTICAL ASSOC |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/8442 |
| Collection | 应用数学研究所 |
| Corresponding Author | Sun, Liuquan |
| Affiliation | 1.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100080, Peoples R China 2.Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USA |
| Recommended Citation GB/T 7714 | Sun, Liuquan,Zhang, Zhigang. A Class of Transformed Mean Residual Life Models With Censored Survival Data[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,2009,104(486):803-815. |
| APA | Sun, Liuquan,&Zhang, Zhigang.(2009).A Class of Transformed Mean Residual Life Models With Censored Survival Data.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,104(486),803-815. |
| MLA | Sun, Liuquan,et al."A Class of Transformed Mean Residual Life Models With Censored Survival Data".JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 104.486(2009):803-815. |
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