gamma - topp - leone型ii -指数半Logistic-G族分布及其应用

IF 0.9 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Stats Pub Date : 2023-06-19 DOI:10.3390/stats6020045
B. Oluyede, Thatayaone Moakofi
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引用次数: 0

摘要

本文引入并研究了新的Ristić和Balakhrisnan或Gamma-Topp-Leone II型指数半Logistic-G(RB-TL-TII-EHL-G)分布族。这项工作推导并研究了这一新分布族的一些主要统计特征。使用最大似然估计技术来估计模型参数,并使用模拟研究来评估估计量的一致性。对来自不同领域的三个真实数据集的应用表明了新的RB-TL-TII-EHL-G分布族的价值和适应性。从我们的结果来看,很明显,与文献中的其他几种现有分布相比,新提出的分布足够灵活,可以表征来自不同领域的数据集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Gamma-Topp-Leone-Type II-Exponentiated Half Logistic-G Family of Distributions with Applications
The new Ristić and Balakhrisnan or Gamma-Topp-Leone-Type II-Exponentiated Half Logistic-G (RB-TL-TII-EHL-G) family of distributions is introduced and investigated in this paper. This work derives and studies some of the main statistical characteristics of this new family of distributions. The maximum likelihood estimation technique is used to estimate the model parameters, and a simulation study is used to assess the consistency of the estimators. Applications to three real-life datasets from various fields show the value and adaptability of the new RB-TL-TII-EHL-G family of distributions. From our results, it is evident that the new proposed distribution is flexible enough to characterize datasets from different fields compared to several other existing distributions in the literature.
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CiteScore
0.60
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