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Inference for reliability in a multicomponent stress–strength model for a unit inverse Weibull distribution under type-II censoring.

Authors :
Singh, Kundan
Mahto, Amulya Kumar
Tripathi, Yogesh
Wang, Liang
Source :
Quality Technology & Quantitative Management; Mar2024, Vol. 21 Issue 2, p147-176, 30p
Publication Year :
2024

Abstract

In this paper, a unit inverse Weibull distribution as well as its basic structural properties is proposed. Furthermore, classical inferences for multicomponent reliability are discussed under type-II censoring when stress and strength components have a common parameter. The maximum likelihood estimator of the reliability is obtained and in sequel an asymptotic interval is constructed. Pivotal quantities are constructed and then generalized point and interval estimators are obtained for the reliability. Likelihood and pivotal quantities-based estimations are presented when all parameters are unequal as well. The performance of different estimators is investigated using simulation studies and real-life examples are studied from an application viewpoint. Finally, some concluding remarks are given. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16843703
Volume :
21
Issue :
2
Database :
Complementary Index
Journal :
Quality Technology & Quantitative Management
Publication Type :
Academic Journal
Accession number :
174662191
Full Text :
https://doi.org/10.1080/16843703.2023.2177811