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Regression Analysis of Case K Interval-Censored Failure Time Data in the Presence of Informative Censoring

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成果类型:
期刊论文
作者:
Wang, Peijie*;Zhao, Hui;Sun, Jianguo
通讯作者:
Wang, Peijie
作者机构:
[Wang, Peijie] Jilin Univ, Sch Math, Changchun 130012, Peoples R China.
[Zhao, Hui] Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Peoples R China.
[Zhao, Hui] Cent China Normal Univ, Hubei Key Lab Math Sci, Wuhan 430079, Peoples R China.
[Sun, Jianguo] Univ Missouri, Dept Stat, Columbia, MO 65211 USA.
通讯机构:
[Wang, Peijie] J
Jilin Univ, Sch Math, Changchun 130012, Peoples R China.
语种:
英文
关键词:
Case K interval-censored data;Informative censoring;Proportional hazards model;Sieve maximum-likelihood estimation
期刊:
Biometrics
ISSN:
0006-341X
年:
2016
卷:
72
期:
4
页码:
1103-1112
基金类别:
National Nature Science Foundation of China (NNSFC)National Natural Science Foundation of China (NSFC) [11471135]; CCNU from college's basic research of MOE [CCNU14Z01002]; NIHUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA
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:
Interval-censored failure time data occur in many fields such as demography, economics, medical research, and reliability and many inference procedures on them have been developed (Sun, 2006; Chen, Sun, and Peace, 2012). However, most of the existing approaches assume that the mechanism that yields interval censoring is independent of the failure time of interest and it is clear that this may not be true in practice (Zhang et al., 2007; Ma, Hu, and Sun, 2015). In this article, we consider regression analysis of case K interval-censored failure time data when the censoring mechanism may be rela...

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