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A new Bell-exponential model: Properties and applications

Authors :
M. Imran
Hassan S. Bakouch
M.H. Tahir
Muhammad Ameeq
Farrukh Jamal
John T. Mendy
Source :
Cogent Engineering, Vol 10, Iss 2 (2023)
Publication Year :
2023
Publisher :
Taylor & Francis Group, 2023.

Abstract

AbstractIn this paper, we propose a tractable Kumaraswamy Bell exponential (KwBE) distribution as a submodel of the Kumaraswamy Bell-G family of distributions. Several well-established properties are obtained for the KwBE distribution, such as the linear functional representation, [Formula: see text]th moment, incomplete moment, moment generating function using Wright generalized hyper-geometric function, conditional moment and Réyni entropy. Based on the KwBE model, a group acceptance sampling plan (GASP) for the truncated life test is presented using median life as a quality index. Moreover, the essential design parameters are derived by defining the consumer risk and the test termination duration. The comparative study of GASP with ordinary sampling plan (OSP) is performed. A simulation study is performed to highlight the behavior of the estimates. On the inferential side, the associated parameters are estimated using a well-established maximum likelihood estimation method. The detailed model’s comparison analysis, graphical as well as numerical evidence to real-data applications, supports the theoretical work.

Details

Language :
English
ISSN :
23311916
Volume :
10
Issue :
2
Database :
Directory of Open Access Journals
Journal :
Cogent Engineering
Publication Type :
Academic Journal
Accession number :
edsdoj.8a83be003af5467d9361157ac078912f
Document Type :
article
Full Text :
https://doi.org/10.1080/23311916.2023.2281062