版权说明 操作指南
首页 > 成果 > 详情

A conditional approach for regression analysis of longitudinal data with informative observation time and non-negligible observation duration

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Zhu, Liang*;Zhao, Hui;Sun, Jianguo;Pounds, Stanley
通讯作者:
Zhu, Liang
作者机构:
[Zhu, Liang; Pounds, Stanley] St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN 38103 USA.
[Zhao, Hui] Cent China Normal Univ, Sch Math & Stat, Wuhan, Hubei Province, Peoples R China.
[Sun, Jianguo] Univ Missouri, Dept Stat, Columbia, MO 65211 USA.
[Sun, Jianguo] Jilin Univ, Changchun 130023, Peoples R China.
通讯机构:
[Zhu, Liang] S
St Jude Childrens Res Hosp, Dept Biostat, Memphis, TN 38103 USA.
语种:
英文
关键词:
Conditional model;Longitudinal data analysis;Recurrent episode process
期刊:
Communications in Statistics - Theory and Methods
ISSN:
0361-0926
年:
2014
卷:
43
期:
23
页码:
4998-5011
基金类别:
The authors want to thank Dr. Jeffrey Rubnitz for sharing AML02 study data and acknowledge the funding from ALSAC and Cancer Center Support Grant. Zhao’s research was partially supported by the National Natural Science Foundation of China (No.11471135) and the self-determined research funds of CCNU from the colleges’ basic research of MOE (CCNU14Z01002).
机构署名:
本校为其他机构
院系归属:
数学与统计学学院
摘要:
Recently, there has been a great interest in the analysis of longitudinal data in which the observation process is related to the longitudinal process. In literature, the observation process was commonly regarded as a recurrent event process. Sometimes some observation duration may occur and this process is referred to as a recurrent episode process. The medical cost related to hospitalization is an example. We propose a conditional modeling approach that takes into account both informative observation process and observation duration. We conducted simulation studies to assess the performance ...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com