Accelerated life test sampling plans for the Weibull distribution under Type I progressive interval censoring with random removals

被引:21
|
作者
Ding, Chang [1 ]
Yang, Chunyan [1 ,2 ]
Tse, Siu-Keung [1 ]
机构
[1] City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
[2] Yunnan Univ, Sch Math & Stat, Kunming 650091, Peoples R China
基金
中国国家自然科学基金;
关键词
accelerated life tests; generalized asymptotic variance; maximum likelihood estimation; sampling plan; Type I progressive interval censoring; EXPONENTIAL-DISTRIBUTION; BINOMIAL REMOVALS;
D O I
10.1080/00949650902834478
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper considers the design of accelerated life test (ALT) sampling plans under Type I progressive interval censoring with random removals. We assume that the lifetime of products follows a Weibull distribution. Two levels of constant stress higher than the use condition are used. The sample size and the acceptability constant that satisfy given levels of producer's risk and consumer's risk are found. In particular, the optimal stress level and the allocation proportion are obtained by minimizing the generalized asymptotic variance of the maximum likelihood estimators of the model parameters. Furthermore, for validation purposes, a Monte Carlo simulation is conducted to assess the true probability of acceptance for the derived sampling plans.
引用
收藏
页码:903 / 914
页数:12
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