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Statistical inference and optimum life-testing plans with joint progressively type-II censoring scheme.

Authors :
Lin, Chien-Tai
Chen, Yen-Chou
Yeh, Tzu-Chi
Ng, Hon Keung Tony
Source :
Quality Technology & Quantitative Management; May2023, Vol. 20 Issue 3, p279-306, 28p
Publication Year :
2023

Abstract

This article discusses the estimation of model parameters and the determination of optimal life-testing plans for Weibull-distributed lifetimes under a joint progressive Type-II censoring scheme. We obtain the maximum likelihood estimates numerically and propose a modified variable-neighborhood-search-based approach for determining the optimum joint progressive Type-II censoring scheme. Different optimal criteria, including a cost minimization criterion, the A-optimality criterion, and the D-optimality criterion, are considered. A sensitivity analysis is used to study the effect of misspecification of parameter values on the optimal schemes. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16843703
Volume :
20
Issue :
3
Database :
Complementary Index
Journal :
Quality Technology & Quantitative Management
Publication Type :
Academic Journal
Accession number :
162671134
Full Text :
https://doi.org/10.1080/16843703.2022.2071535