一种新的三阶变静音Gumbel分布

Doaa Elhertaniy
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引用次数: 0

摘要

本文提出的三次秩变换甘贝尔分布(CTGD)是基于三次秩变换映射对甘贝尔分布的一种新的推广。研究了三次变形Gumbel模型的基本统计特性,如其危险率函数、矩生成函数、矩、特征函数、分位数函数、熵和序统计。最后,以两个真实的河岸等待时间数据集和惠顿河洪水数据集为例,描述了CTGD的实用性和适用性,并与Gumbel分布(GD)和变形Gumbel分布(TGD)进行了拟合比较。结果表明,该模型的拟合效果优于变形甘贝尔分布和甘贝尔分布。
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A New Version of Cubic Rank Transmuted Gumbel Distribution
A Cubic Rank Transmuted Gumbel distribution (CTGD) in this article is a new generalization of the Gumbel distribution based on a cubic ranking transmutation map. Examined are the cubic transmuted Gumbel model’s fundamental statistical properties, such as its hazard rate function, moment-generating function, moments, characteristic function, quantile function, entropy, and order statistics. Finally, the usefulness and applicability of the CTGD using two real data sets about waiting time at a bank is described and Wheaton River flood, and the fit has been compared with Gumbel distribution (GD) and transmuted Gumbel distribution (TGD). The results show that the proposed model provides a superior fit than transmuted Gumbel distributions and Gumbel distributions.
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10 weeks
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