Prediction Based on Type-II Censored Coherent System Lifetime Data under a Proportional Reversed Hazard Rate Model

IF 0.1 Q4 STATISTICS & PROBABILITY JIRSS-Journal of the Iranian Statistical Society Pub Date : 2021-06-01 DOI:10.52547/jirss.20.1.153
A. Fallah, A. Asgharzadeh, H. Ng
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Abstract

In this paper, we discuss the prediction problem based on censored coherent system lifetime data when the system structure is known and the component lifetime follows the proportional reversed hazard model. Different point and interval predictors based on classical and Bayesian approaches are derived. A numerical example is presented to illustrate the prediction methods used in this paper. Monte Carlo simulation study is performed to evaluate and compare the performances of different prediction methods.
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比例反向危险率模型下基于II型截尾相干系统寿命数据的预测
本文讨论了在系统结构已知且部件寿命服从比例逆风险模型的情况下,基于截尾相干系统寿命数据的预测问题。分别推导了基于经典方法和贝叶斯方法的不同点和区间预测器。最后给出了一个数值算例来说明本文所采用的预测方法。通过蒙特卡罗仿真研究,对不同预测方法的性能进行了评价和比较。
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