Kumarswamy截断Lomax分布及其应用

Q3 Mathematics

WSEAS Transactions on Mathematics Pub Date : 2023-05-25 DOI:10.37394/23206.2023.22.49

Manal H. Alabdulhadi

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引用次数: 0

摘要

本文介绍了一个新的灵活的广义分布族，称为Kumarswamy截断Lomax分布。我们研究了它的统计性质，包括分位数函数、偏度、峰度、矩、生成函数、不完全矩和阶统计量。研究了模型参数的最大似然估计。在实际数据集上进行了应用，以说明所提出的模型的性能和灵活性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Kumarswamy Truncated Lomax Distribution with Applications

This paper introduces a new flexible generalized family of distributions, named Kumarswamy Truncated Lomax Distribution. We study its statistical properties including quantile function, skewness, kurtosis, moments, generating functions, incomplete moments and order statistics. Maximum likelihood estimation of the model parameters is investigated. An application is carried out on real data set to illustrate the performance and flexibility of the proposed model.

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来源期刊

WSEAS Transactions on Mathematics Mathematics-Discrete Mathematics and Combinatorics

CiteScore

1.30

自引率

0.00%

发文量

期刊介绍： WSEAS Transactions on Mathematics publishes original research papers relating to applied and theoretical mathematics. We aim to bring important work to a wide international audience and therefore only publish papers of exceptional scientific value that advance our understanding of these particular areas. The research presented must transcend the limits of case studies, while both experimental and theoretical studies are accepted. It is a multi-disciplinary journal and therefore its content mirrors the diverse interests and approaches of scholars involved with linear algebra, numerical analysis, differential equations, statistics and related areas. We also welcome scholarly contributions from officials with government agencies, international agencies, and non-governmental organizations.