新的贝尔指数模型:特性与应用

IF 2.1 Q2 ENGINEERING, MULTIDISCIPLINARY
M. Imran, H. Bakouch, M. Tahir, Muhammad Ameeq, Farrukh Jamal, John T. Mendy
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引用次数: 0

摘要

摘要 本文提出了一种可操作的库马拉斯瓦米-贝尔指数分布(KwBE),作为库马拉斯瓦米-贝尔-G 分布族的子模型。我们得到了 KwBE 分布的几个既定性质,如线性函数表示、第 $r$rth 矩、不完全矩、使用赖特广义超几何函数的矩生成函数、条件矩和雷尼熵。根据 KwBE 模型,以寿命中位数作为质量指标,提出了截断寿命试验的分组验收抽样计划 (GASP)。此外,还通过定义消费者风险和试验终止时间得出了基本设计参数。对 GASP 和普通抽样计划(OSP)进行了比较研究。为了突出估计值的行为,还进行了模拟研究。在推论方面,使用成熟的最大似然估计方法对相关参数进行了估计。详细的模型对比分析、图形以及实际数据应用的数字证据,为理论工作提供了支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new Bell-exponential model: Properties and applications
Abstract In 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, $r$rth 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.
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来源期刊
Cogent Engineering
Cogent Engineering ENGINEERING, MULTIDISCIPLINARY-
CiteScore
4.00
自引率
5.30%
发文量
213
审稿时长
13 weeks
期刊介绍: One of the largest, multidisciplinary open access engineering journals of peer-reviewed research, Cogent Engineering, part of the Taylor & Francis Group, covers all areas of engineering and technology, from chemical engineering to computer science, and mechanical to materials engineering. Cogent Engineering encourages interdisciplinary research and also accepts negative results, software article, replication studies and reviews.
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