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Interval estimation of the two-parameter exponential constant stress accelerated life test model under Type-II censoring.

Authors :
Wu, Wenhui
Wang, Bing Xing
Chen, Jiayan
Miao, Jiuzhou
Guan, Qingyuan
Source :
Quality Technology & Quantitative Management; Nov2023, Vol. 20 Issue 6, p751-762, 12p
Publication Year :
2023

Abstract

In this paper, interval estimation of the two-parameter exponential distribution based on constant-stress accelerated life test data under Type-II censoring is studied. The life-stress models of the scale and location parameters are assumed to be log-linear. The maximum likelihood estimators of the model parameters are obtained. The exact and approximate confidence intervals for the parameters in the life-stress model of the scale parameter are developed. The generalized confidence intervals for the parameters in the life-stress model of the location parameter, and mean and reliability function at the designed stress level are derived. The performance of the proposed generalized confidence intervals is assessed by the Monte Carlo simulation. Finally, a real example is used to illustrate our methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16843703
Volume :
20
Issue :
6
Database :
Complementary Index
Journal :
Quality Technology & Quantitative Management
Publication Type :
Academic Journal
Accession number :
171996244
Full Text :
https://doi.org/10.1080/16843703.2022.2147688