Planning accelerated life tests under progressive type I interval censoring with random removals

被引:26
|
作者
Yang, CY
Tse, SK
机构
[1] City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
[2] Yunnan Univ, Dept Stat, Yunnan, Peoples R China
关键词
accelerated life tests; asymptotic variance; exponential distribution; length of an experiment; maximum likelihood estimation; optimal design; progressive type I interval censoring; random removal;
D O I
10.1080/03610910500308552
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This article investigates optimal accelerated life test (ALT) plans for exponentially distributed lifetimes under progressive Type I interval censoring with random removals. For different combinations of total number of inspections and removal probability, the optimal ALT plans which minimize the asymptotic variance of the estimated mean are presented. The length of the corresponding experiment is also presented. Sensitivity analysis on the asymptotic variance of the estimated mean is conducted to assess the robustness of the results with respect to the given parameters. Finally, suggestions are given to experimenters in designing an ALT under progressive Type I interval censoring with random removals.
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页码:1001 / 1025
页数:25
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