A zero-truncated discrete Akash distribution with properties and applications

Simon Sium, R. Shanker
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引用次数: 1

Abstract

This study proposes and examines a zero-truncated discrete Akash distribution and obtains its probability and moment-generating functions. Its moments and moments-based statistical constants, including coefficient of variation, skewness, kurtosis, and the index of dispersion, are also presented. The parameter estimation is discussed using both the method of moments and maximum likelihood. Applications of the distribution are explained through three examples of real datasets, which demonstrate that the zero-truncated discrete Akash distribution gives better fit than several zero-truncated discrete distributions.
一个零截断的离散Akash分布及其性质和应用
本文提出并检验了一个零截断的离散Akash分布,得到了它的概率函数和矩生成函数。给出了它的矩和基于矩的统计常数,包括变异系数、偏度、峰度和分散指数。用矩量法和极大似然法对参数估计进行了讨论。通过三个实际数据集的实例说明了该分布的应用,证明了零截断离散Akash分布比几个零截断离散分布具有更好的拟合性。
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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