Corrected confidence intervals after sequential testing with applications to survival analysis

被引:11
|
作者
Coad, DS [1 ]
Woodroofe, MB [1 ]
机构
[1] UNIV MICHIGAN,DEPT STAT,ANN ARBOR,MI 48109
基金
美国国家科学基金会;
关键词
approximately pivotal quantity; one-parameter exponential family; sequential test; signed root transformation; Stein's identity; very weak expansion;
D O I
10.1093/biomet/83.4.763
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Corrected confidence intervals are developed for an unknown parameter for data from a sequential experiment. The corrections are obtained from asymptotic expansions for the distribution of the signed root transformation and they have a simple form. The model does not require independent and identically distributed random variables, or smooth stopping boundaries. Inference about the failure rate of an exponential distribution when data are subject to random censoring, censoring by real time, and optional stopping is used to illustrate the main results. The accuracy of the method is confirmed through simulation studies.
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页码:763 / 777
页数:15
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