Goodness-of-fit tests for additive mean residual life model under right censoring
文献类型：期刊论文
| 作者 | Zhang, Zhigang1; Zhao, Xingqiu2; Sun, Liuquan3
|
| 刊名 | LIFETIME DATA ANALYSIS
 |
| 出版日期 | 2010-07-01 |
| 卷号 | 16期号:3页码:385-408 |
| 关键词 | Additive mean residual life model Right-censored survival data Gaussian process Goodness-of-fit test |
| ISSN号 | 1380-7870 |
| DOI | 10.1007/s10985-010-9152-2 |
| 英文摘要 | The mean residual life (MRL) measures the remaining life expectancy and is useful in actuarial studies, biological experiments and clinical trials. To assess the covariate effect, an additive MRL regression model has been proposed in the literature. In this paper, we focus on the topic of model checking. Specifically, we develop two goodness-of-fit tests to test the additive MRL model assumption. We explore the large sample properties of the test statistics and show that both of them are based on asymptotic Gaussian processes so that resampling approaches can be applied to find the rejection regions. Simulation studies indicate that our methods work reasonably well for sample sizes ranging from 50 to 200. Two empirical data sets are analyzed to illustrate the approaches. |
| 资助项目 | National Cancer Institute Core[CA008748] ; Research Grants Council of Hong Kong ; National Natural Science Foundation of China[10731010] ; National Natural Science Foundation of China[10971015] ; National Natural Science Foundation of China[10721101] ; National Basic Research Program of China (973 Program)[2007CB814902] |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000278581600006 |
| 出版者 | SPRINGER |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/9260]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Zhang, Zhigang |
| 作者单位 | 1.Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10065 USA 2.Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China 3.Chinese Acad Sci, Inst Appl Math, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Zhang, Zhigang,Zhao, Xingqiu,Sun, Liuquan. Goodness-of-fit tests for additive mean residual life model under right censoring[J]. LIFETIME DATA ANALYSIS,2010,16(3):385-408. |
| APA | Zhang, Zhigang,Zhao, Xingqiu,&Sun, Liuquan.(2010).Goodness-of-fit tests for additive mean residual life model under right censoring.LIFETIME DATA ANALYSIS,16(3),385-408. |
| MLA | Zhang, Zhigang,et al."Goodness-of-fit tests for additive mean residual life model under right censoring".LIFETIME DATA ANALYSIS 16.3(2010):385-408. |
入库方式： OAI收割
来源：数学与系统科学研究院
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