ⅱ型指数半Logistic生成分布族及其应用

IF 0.6 Q4 STATISTICS & PROBABILITY

Electronic Journal of Applied Statistical Analysis Pub Date : 2020-10-14 DOI:10.1285/I20705948V13N2P536

Hazem Al-Mofleh, M. Elgarhy, A. Afify, Mohammad Zannon

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引用次数: 10

摘要

引入并研究了一类新的分布，即II型指数半逻辑分布。提出了四种新的特殊模型。研究了新族的一些数学性质。研究了矩、概率加权矩、分位数函数、均值偏差、序统计量和任义熵的显式表达式。基于极大似然法得到了族的参数估计。我们使用了两个真实的数据集来展示新家族的有用性。

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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Type II Exponentiated Half Logistic Generated Family of Distributions with Applications

A new family of distributions called type II exponentiated half logistic is introduced and studied. Four new special models are presented. Some mathematical properties of the new family are studied. Explicit expressions for the moments, probability weighted moments, quantile function, mean deviation, order statistics and Renyi entropy are investigated. Parameter estimation of the family are obtained based on maximum likelihood procedure. Two real data sets are employed to show the usefulness of the new family.

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来源期刊

Electronic Journal of Applied Statistical Analysis STATISTICS & PROBABILITY-

CiteScore

1.40

自引率

14.30%

发文量