Inferences for the Type-II Exponentiated Log-Logistic Distribution Based on Order Statistics with Application

D. Kumar, Maneesh Kumar, S. Dey
{"title":"Inferences for the Type-II Exponentiated Log-Logistic Distribution Based on Order Statistics with Application","authors":"D. Kumar, Maneesh Kumar, S. Dey","doi":"10.2991/jsta.d.200825.002","DOIUrl":null,"url":null,"abstract":"In this paper, we first derive the exact explicit expressions for the single and product moments of order statistics from the typeII exponentiated log-logistic distribution, and then use these results to compute the means, variances, skewness and kurtosis of rth order statistics. Besides, best linear unbiased estimators (BLUEs) for the location and scale parameters for the type-II exponentiated log-logistic distribution with known shape parameters are studied. Finally, the results are illustrated with a real data set.","PeriodicalId":45080,"journal":{"name":"Journal of Statistical Theory and Applications","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2020-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Statistical Theory and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2991/jsta.d.200825.002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Mathematics","Score":null,"Total":0}
引用次数: 2

Abstract

In this paper, we first derive the exact explicit expressions for the single and product moments of order statistics from the typeII exponentiated log-logistic distribution, and then use these results to compute the means, variances, skewness and kurtosis of rth order statistics. Besides, best linear unbiased estimators (BLUEs) for the location and scale parameters for the type-II exponentiated log-logistic distribution with known shape parameters are studied. Finally, the results are illustrated with a real data set.
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
基于序统计量的ii型指数对数- logistic分布的推论及应用
本文首先从ii型指数对数-logistic分布中导出了阶统计量的单阶矩和积阶矩的精确显式表达式,然后利用这些结果计算了n阶统计量的均值、方差、偏度和峰度。此外,研究了具有已知形状参数的ii型指数型logistic分布的位置参数和尺度参数的最佳线性无偏估计。最后,用一个实际数据集对结果进行了说明。
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
CiteScore
2.30
自引率
0.00%
发文量
13
审稿时长
13 weeks
期刊最新文献
The Transformed MG-Extended Exponential Distribution: Properties and Applications Utilizing Repetitive Sampling in the Construction of a Control Chart for Lindley Distribution with Time Truncation Deriving the Distribution and Exploring the Utility of Partial $$R^2$$ in the Era of Big Data Neutrosophic Topp-Leone Distribution for Interval-Valued Data Analysis Topp-Leone Exponentiated Pareto Distribution: Properties and Application to Covid-19 Data
×
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