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On the copula-based reliability of stress-strength model under bivariate stress
International Journal of General Systems ( IF 2 ) Pub Date : 2023-05-31 , DOI: 10.1080/03081079.2023.2218017
Burcu Hudaverdi 1 , Selim Orhun Susam 2
Affiliation  

In this paper, we consider the stress-strength reliability R=P(X1<Y<X2) where the strength Y of a component lies between the dependent stress variables X1 and X2. We propose a copula-based approach for stress-strength reliability having bivariate stress. We obtain R for Farlie-Gumbel-Morgenstern copula with Burr III marginals. Also, we propose a Bernstein copula approximation for evaluating R under the stress-strength setup. We present empirical and maximum likelihood-based estimation procedures and compare their performances by Monte Carlo simulation. We apply the proposed approach to chemical and overt diabetes data for illustration purpose.



中文翻译:

双变量应力下基于copula的应力-强度模型可靠性研究

在本文中,我们考虑应力强度可靠性=X1<<X2其中组件的强度Y位于因应力变量之间X1X2。我们提出了一种基于联结的方法,用于具有双变量应力的应力强度可靠性。我们获得带有 Burr III 边缘的 Farlie-Gumbel-Morgenstern 系词的R。此外,我们提出了 Bernstein copula 近似来评估应力强度设置下的R。我们提出了基于经验和最大似然的估计程序,并通过蒙特卡罗模拟比较了它们的性能。我们将所提出的方法应用于化学和明显的糖尿病数据以进行说明。

更新日期:2023-05-31
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