Semiparametric regression analysis of longitudinal data with informative observation times
文献类型：期刊论文
| 作者 | Sun, JG; Park, DH; Sun, LQ ; Zhao, XQ
|
| 刊名 | JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
 |
| 出版日期 | 2005-09-01 |
| 卷号 | 100期号:471页码:882-889 |
| 关键词 | estimating equation informative observation times longitudinal data nonhomogeneous poisson process |
| ISSN号 | 0162-1459 |
| DOI | 10.1198/016214505000000060 |
| 英文摘要 | Statistical analysis of longitudinal data has been discussed by many authors, and a number of methods have been proposed. Most of the research have focused on situations where observation times are independent of or carry no information about the response variable and therefore rely on conditional inference procedures given the observation times. This article considers a different situation, where the independence assumption may not hold; that is, the observation times may carry information about the response variable. For inference, estimating equation approaches are proposed, and both large-sample and final-sample properties of the proposed methods are established. The methodology is applied to a bladder cancer study that motivated this investigation. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000233311400019 |
| 出版者 | AMER STATISTICAL ASSOC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/1968]  |
| 专题 | 应用数学研究所 |
| 通讯作者 | Sun, JG |
| 作者单位 | 1.Univ Missouri, Dept Stat, Columbia, MO 65211 USA 2.Acad Sinica, Inst Appl Math, Beijing 100080, Peoples R China 3.Univ Alberta, Dept Math & Stat Sci, Edmonton, AB T6G 2G1, Canada |
| 推荐引用方式 GB/T 7714 | Sun, JG,Park, DH,Sun, LQ,et al. Semiparametric regression analysis of longitudinal data with informative observation times[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,2005,100(471):882-889. |
| APA | Sun, JG,Park, DH,Sun, LQ,&Zhao, XQ.(2005).Semiparametric regression analysis of longitudinal data with informative observation times.JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION,100(471),882-889. |
| MLA | Sun, JG,et al."Semiparametric regression analysis of longitudinal data with informative observation times".JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 100.471(2005):882-889. |
入库方式： OAI收割
来源：数学与系统科学研究院
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