EXPONENTIATED HALF-LOGISTIC LOMAX DISTRIBUTION WITH PROPERTIES AND APPLICATION

Farrukh Jamal, Hesham Reyad, S. Ahmed, M. A. A. Shah, E. Altun
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引用次数: 1

Abstract

A new three-parameter continuous model called the exponentiated half-logistic Lomax distribution is introduced in this paper. Basic mathematical properties for the proposed model were investigated which include raw and incomplete moments, skewness, kurtosis, generating functions, Rényi entropy, Lorenz, Bonferroni and Zenga curves, probability weighted moment, stress strength model, order statistics, and record statistics. The model parameters were estimated by using the maximum likelihood criterion and the behaviours of these estimates were examined by conducting a simulation study. The applicability of the new model is illustrated by applying it on a real data set.
指数型半logistic最大分布及其性质与应用
本文提出了一种新的三参数连续模型——指数型半逻辑Lomax分布。研究了该模型的基本数学性质,包括原始矩和不完全矩、偏度、峰度、生成函数、r熵、Lorenz、Bonferroni和Zenga曲线、概率加权矩、应力强度模型、序统计量和记录统计量。使用最大似然准则估计模型参数,并通过进行模拟研究来检查这些估计的行为。通过对一个实际数据集的应用,说明了该模型的适用性。
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