E-Bayesian and hierarchical Bayesian estimation of reliability in multicomponent stress-strength model based on inverse Rayleigh distribution

نویسندگان
Shahrastani, Shahram Yaghoobzadeh ID 1
Pak, Abbas ID 2
Makhdoom, Iman ID 3

1 Department of Statistics‎, ‎Payame Noor University‎, ‎Tehran‎, ‎Iran

2

3 Department of Statistics‎, ‎Payame Noor University‎, ‎Tehran‎, ‎Iran

doi
10.22034/jsmta.2023.3360
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