Marshall-Olkin扩展Gumbel-weibull分布:性质与应用

E. E. Nwezza, F. Ugwuowo
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引用次数: 0

摘要

我们引入了一个新的生命周期分布,称为Marshall-Olkin扩展Gumbel-Weibull。研究了分布的矩、tl矩、分位数函数、熵和序统计量等性质。给出了该分布对单峰、单调形状以及单峰、双峰、单调故障率的灵活性。利用极大似然估计方法得到了分布参数的估计量。通过仿真研究,观察了Marshall-Olkin扩展gumbel - weibull参数的最大似然估计的性能。给出了两个实际应用来说明新分布的潜力,并使用检验优度统计与具有相同基线的其他分布进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Marshall-Olkin Extended Gumbel-weibull Distribution: Properties And Applications
We introduce a new lifetime distribution called Marshall-Olkin extended Gumbel-Weibull. Some properties of distribution such as moments, TL-moments, quantile function, en- tropy, and order statistics are studied. The fexibility of the distribution to model unimodal, monotone shapes as well as unimodal, bimodal, monotone failure rates are presented. The estimators of the parameters of the distribution were obtained using the maximum likeli- hood estimation method. The performance of the maximum likelihood estimates of the Marshall-Olkin extended Gumbel-Weibulll parameters was observed through simulation studies. Two real life applications to illustrate the potentials of the new distribution are presented, and comparison with other distribution having the same baseline is done using goodness-of-test statistics.
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