具有渐进II型右审查的Rayleigh-Lomax变换分布的统计推断

IF 0.6 Q4 STATISTICS & PROBABILITY
Amani S. Alghamdi, Wei Ning, Arjun K. Gupta
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引用次数: 1

摘要

本文研究了Wang等人(2010)给出的一个双参数寿命分布族中的变换Rayleigh-Lomax(Trans-RL)分布。根据阶统计量推导了Trans-RL参数的置信区间和逆估计量。进行了模拟研究,报告了最大似然、L矩和逆估计的覆盖概率、平均偏差和平均相对均方误差。我们比较了这些方法在渐进II型权利审查的不同方案下的性能。最后,给出了一个示例来演示所提出的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Inference for the Transformed Rayleigh Lomax Distribution with Progressive Type-II Right Censorship
In this paper, we study the transformed Rayleigh Lomax (Trans-RL) distribution which belongs to a certain family of two parameters lifetime distributions given by Wang et al (2010). Confidence intervals and inverse estimators of the Trans-RL parameters are derived in terms of order statistics. A simulation study is conducted to report the coverage probabilities, the average biases and the average relative mean square errors for the maximum likelihood, L-moments and inverse estimators. We compare the performance of these methods under different schemes of progressively Type-II right censoring. Finally, an illustrative example is provided to demonstrate the proposed methods.
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CiteScore
1.40
自引率
14.30%
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