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Inferences based on a balanced joint progressive type-II censoring scheme for Lindley distributed lifetimes.

Authors :
Deepmala
Kumar Singh, Sanjay
Singh, Umesh
Source :
Communications in Statistics: Simulation & Computation. 2023, Vol. 52 Issue 9, p4119-4133. 15p.
Publication Year :
2023

Abstract

The progressive censoring plan has achieved significant recognition in recent years. Its generalization, termed as the joint progressive censoring scheme, has also received numerous researchers' attention. Mondal and Kundu proposed a balanced two sample type-II progressive censoring scheme, in which one practices life test in order to compare the lifetime of the products, produced from various lines in an identical experimental environment. This study concentrates on the estimation problem of lifetime Lindley distributions under the classical paradigm within the balanced two samples type-II progressive censoring framework. A simulation study has been conducted to evaluate the considered estimation procedures' performance through the mean square error and the average length of the asymptotic confidence interval. The optimal censoring scheme is also formulated based on the criteria that rely on Fisher's information. Finally, for an illustration purpose, a real-life application is presented. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610918
Volume :
52
Issue :
9
Database :
Academic Search Index
Journal :
Communications in Statistics: Simulation & Computation
Publication Type :
Academic Journal
Accession number :
172840238
Full Text :
https://doi.org/10.1080/03610918.2021.1955259