The additive hazards model for recurrent gap times
文献类型：期刊论文
| 作者 | Sun, Liuquan ; Park, Do-Hwan; Sun, Jianguo
|
| 刊名 | STATISTICA SINICA
 |
| 出版日期 | 2006-07-01 |
| 卷号 | 16期号:3页码:919-932 |
| 关键词 | additive hazards model estimating equations gap time recurrent event data regression analysis |
| ISSN号 | 1017-0405 |
| 英文摘要 | Recurrent event data and gap times between recurrent events are often the targets in the analysis of longitudinal follow-up or epidemiological studies. To analyze the gap times, Huang and Chen (2003), among others, proposed to fit the proportional hazards model. It is well-known, however, that the proportional hazards model might not fit the data well. To provide an alternative, this paper investigates the fit of the additive hazards model to gap time data, and an estimating equation approach is presented for inference about regression parameters. Both asymptotic and finite sample properties of the proposed parameter estimates are established. One major advantage of the use of the additive hazards model over the proportional hazards model is that the resulting parameter estimator has a closed form. The method is applied to a cancer study. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000240123900015 |
| 出版者 | STATISTICA SINICA |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/3449]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Sun, Liuquan |
| 作者单位 | 1.Chinese Acad Sci, Acad Math & Syst 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, Liuquan,Park, Do-Hwan,Sun, Jianguo. The additive hazards model for recurrent gap times[J]. STATISTICA SINICA,2006,16(3):919-932. |
| APA | Sun, Liuquan,Park, Do-Hwan,&Sun, Jianguo.(2006).The additive hazards model for recurrent gap times.STATISTICA SINICA,16(3),919-932. |
| MLA | Sun, Liuquan,et al."The additive hazards model for recurrent gap times".STATISTICA SINICA 16.3(2006):919-932. |
入库方式： OAI收割
来源：数学与系统科学研究院
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