A new Bell-exponential model: Properties and applications

Autor: M. Imran, Hassan S. Bakouch, M.H. Tahir, Muhammad Ameeq, Farrukh Jamal, John T. Mendy
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Cogent Engineering, Vol 10, Iss 2 (2023)
Druh dokumentu: article
ISSN: 23311916
2331-1916
DOI: 10.1080/23311916.2023.2281062
Popis: 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.
Databáze: Directory of Open Access Journals
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