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具有应用的Burr III - Topp - Leone - G分布族

The Burr III-Topp-Leone-G family of distributions with applications.

作者信息

Chipepa Fastel, Oluyede Broderick, Peter Peter O

机构信息

Botswana International University of Science and Technology, P. Bag 16, Palapye, Botswana.

出版信息

Heliyon. 2021 Apr 19;7(4):e06534. doi: 10.1016/j.heliyon.2021.e06534. eCollection 2021 Apr.

Abstract

In this article, we present a new family of generalized distributions called the Burr III-Topp-Leone-G (BIII-TL-G). We further study in detail its structural properties including moments, probability weighted moments, distribution of order statistics, and entropy. The maximum likelihood estimation method is used to estimate the model parameters. Simulations are carried out to show the consistency and efficiency of parameter estimates and finally, real data sets are used to demonstrate the applicability of the proposed model.

摘要

在本文中,我们提出了一个新的广义分布族,称为 Burr III-Topp-Leone-G(BIII-TL-G)。我们进一步详细研究了它的结构性质,包括矩、概率加权矩、顺序统计量的分布和熵。使用最大似然估计方法来估计模型参数。进行了模拟以展示参数估计的一致性和有效性,最后,使用实际数据集来证明所提出模型的适用性。

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