A zero-truncated discrete Akash distribution with properties and applications

Simon Sium, R. Shanker
{"title":"A zero-truncated discrete Akash distribution with properties and applications","authors":"Simon Sium, R. Shanker","doi":"10.35618/hsr2020.02.en012","DOIUrl":null,"url":null,"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.","PeriodicalId":119089,"journal":{"name":"Hungarian Statistical Review","volume":"121 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hungarian Statistical Review","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35618/hsr2020.02.en012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Hungarians working abroad, non-residents working in Hungary (Difficulties in the statistical enumeration) Mapping improvement options of government services: illustration of ‘concept-mapping’ Estimation of stochastic production functions: the state of the art A zero-truncated discrete Akash distribution with properties and applications Quantile regression and an application: performance improvement of an emergency department in Eastern Europe
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1