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双区间删失失效时间数据的非参数检验

Nonparametric test for doubly interval-censored failure time data.

作者信息

Sun J

机构信息

Department of Statistics, University of Missouri, 222 Math. Sci. Building, Columbia, MO 65211, USA.

出版信息

Lifetime Data Anal. 2001 Dec;7(4):363-75. doi: 10.1023/a:1012596731505.

DOI:10.1023/a:1012596731505
PMID:11763544
Abstract

This paper considers comparison of discrete failure time distributions when the survival time of interest measures elapsed time between two related events and observations on the occurrences of both events could be interval-censored. This kind of data is often referred to as doubly interval-censored failure time data. If the occurrence of the first event defining the survival time can be exactly observed, the data are usually referred to as interval-censored data. For the comparison problem based on interval-censored failure time data, Sun (1996) proposed a nonparametric test procedure. In this paper we generalize the procedure given in Sun (1996) to doubly interval-censored data case and the generalized test is evaluated by simulations.

摘要

本文考虑当感兴趣的生存时间衡量两个相关事件之间的流逝时间且两个事件发生情况的观测可能为区间删失时离散失效时间分布的比较。这类数据通常被称为双区间删失失效时间数据。如果定义生存时间的第一个事件的发生能够被精确观测到,那么这些数据通常被称为区间删失数据。对于基于区间删失失效时间数据的比较问题,孙(1996)提出了一种非参数检验方法。在本文中,我们将孙(1996)给出的方法推广到双区间删失数据情形,并通过模拟对广义检验进行评估。

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1
Nonparametric test for doubly interval-censored failure time data.双区间删失失效时间数据的非参数检验
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本文引用的文献

1
Fitting semi-Markov models to interval-censored data with unknown initiation times.将半马尔可夫模型拟合到起始时间未知的区间删失数据。
Biometrics. 1999 Jun;55(2):507-13. doi: 10.1111/j.0006-341x.1999.00507.x.
2
Regression analysis of doubly censored failure time data with applications to AIDS studies.双重删失失效时间数据的回归分析及其在艾滋病研究中的应用
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4
Self-consistency estimation of distributions based on truncated and doubly censored survival data with applications to AIDS cohort studies.基于截断和双重删失生存数据的分布自一致性估计及其在艾滋病队列研究中的应用
Lifetime Data Anal. 1997;3(4):305-13. doi: 10.1023/a:1009609227969.
5
A non-parametric test for interval-censored failure time data with application to AIDS studies.一种用于区间删失失效时间数据的非参数检验及其在艾滋病研究中的应用。
Stat Med. 1996 Jul 15;15(13):1387-95. doi: 10.1002/(SICI)1097-0258(19960715)15:13<1387::AID-SIM268>3.0.CO;2-R.
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Nonparametric tests of tumor prevalence data.肿瘤患病率数据的非参数检验。
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