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
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机构:
City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
Ding, Chang
[1
]
Yang, Chunyan
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机构:
City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
Yunnan Univ, Sch Math & Stat, Kunming 650091, Peoples R ChinaCity Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
Yang, Chunyan
[1
,2
]
Tse, Siu-Keung
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机构:
City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R ChinaCity Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
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
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.
机构:
Department of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, PuducherryDepartment of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, Puducherry
Chandra N.
Khan M.A.
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机构:
Department of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, PuducherryDepartment of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, Puducherry
Khan M.A.
Gopal G.
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机构:
Madras School of Economics, ChennaiDepartment of Statistics, Ramanujan School of Mathematical Sciences, Pondicherry University, Puducherry