广义变矩指数分布:性质及应用

A. Hassan, I. B. Abdul-Moniem, Khater A. E. Gad
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引用次数: 1

摘要

本文介绍了矩指数(或长度偏置)分布的一种新的推广方法。该模型称为广义变矩指数分布。该模型包含一些新的现有发行版。推导了建议分布的结构性质,包括普通矩和不完全矩的封闭形式、分位数和生成函数以及rsamnyi熵。利用极大似然估计得到新分布的参数估计量。我们通过三个实际数据集的应用来说明新模型的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Generalized Transmuted Moment Exponential Distribution: Properties and Application
This paper introduces a new generalization of moment exponential (or length biased) distribution. The new model is referred to as generalized transmuted moment exponential distribution. This model contains some new existing distributions. Structural properties of the suggested distribution including closed forms for ordinary and incomplete moments, quantile and generating functions and Rényi entropy are derived. Maximum likelihood estimation is employed to obtain the parameter estimators of the new distribution. We illustrate the importance of the new model by means of three applications to real data sets.
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