Regression analysis of doubly censored failure time data using the additive hazards model
文献类型：期刊论文
| 作者 | Sun, LQ ; Kim, YJ; Sun, JG
|
| 刊名 | BIOMETRICS
 |
| 出版日期 | 2004-09-01 |
| 卷号 | 60期号:3页码:637-643 |
| 关键词 | additive hazards model doubly censored data estimating equation multiple imputation regression analysis |
| ISSN号 | 0006-341X |
| 英文摘要 | Doubly censored failure time data arise when the survival time of interest is the elapsed time between two related events and observations on occurrences of both events could be censored. Regression analysis of doubly censored data has recently attracted considerable attention and for this a few methods have been proposed (Kim et al., 1993, Biometrics 49, 13-22; Sun et al., 1999, Biometrics 55, 909-914; Pan, 2001., Biometrics 57, 1245-1250). However, all of the methods are based on the proportional hazards model and it is well known that the proportional hazards model may not fit failure time data well sometimes. This article investigates regression analysis of such data using the additive hazards model and an estimating equation approach is proposed for inference about regression parameters of interest. The proposed method can be easily implemented and the properties of the proposed estimates of regression parameters are established. The method is applied to a, set of doubly censored data from an AIDS cohort study. |
| WOS研究方向 | Life Sciences & Biomedicine - Other Topics ; Mathematical & Computational Biology ; Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000223818200012 |
| 出版者 | BLACKWELL PUBLISHING LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/19687]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Sun, JG |
| 作者单位 | 1.Chinese Acad Sci, Inst Appl Math, Beijing 100080, Peoples R China 2.Univ Missouri, Dept Stat, Columbia, MO 65211 USA |
| 推荐引用方式 GB/T 7714 | Sun, LQ,Kim, YJ,Sun, JG. Regression analysis of doubly censored failure time data using the additive hazards model[J]. BIOMETRICS,2004,60(3):637-643. |
| APA | Sun, LQ,Kim, YJ,&Sun, JG.(2004).Regression analysis of doubly censored failure time data using the additive hazards model.BIOMETRICS,60(3),637-643. |
| MLA | Sun, LQ,et al."Regression analysis of doubly censored failure time data using the additive hazards model".BIOMETRICS 60.3(2004):637-643. |
入库方式： OAI收割
来源：数学与系统科学研究院
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