E-Bayesian and hierarchical Bayesian estimation of reliability in multicomponent stress-strength model based on inverse Rayleigh distribution | ||
| Journal of Statistical Modelling: Theory and Applications | ||
| دوره 4، شماره 1، فروردین 2023، صفحه 95-106 اصل مقاله (143.02 K) | ||
| نوع مقاله: Original Scientific Paper | ||
| شناسه دیجیتال (DOI): 10.22034/jsmta.2023.3360 | ||
| نویسندگان | ||
| Iman Makhdoom* ؛ Shahram Yaghoobzadeh Shahrastani؛ Abbas Pak* | ||
| Department of Statistics, Payame Noor University, Tehran, Iran | ||
| چکیده | ||
| This study focuses on estimating the reliability of a multicomponent stress-strength model using two Bayesian approaches: E-Bayesian and hierarchical Bayesian. This model follows Inverse Rayleigh distributions with distinct parameters. Additionally, the efficiency of the proposed methods is compared by employing Monte Carlo simulation and analyzing a data set. | ||
| کلیدواژهها | ||
| E-Bayesian estimation؛ Hierarchical Bayesian estimation؛ Inverse Rayleigh distribution؛ Multicomponent stress-strength model؛ Reliability | ||
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آمار تعداد مشاهده مقاله: 146 تعداد دریافت فایل اصل مقاله: 138 |
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