基于时间尺度的通用模型的环境数据分析

IF 1.4 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Tassaddaq Hussain, Hassan S. Bakouch, Fatemeh Gharari
{"title":"基于时间尺度的通用模型的环境数据分析","authors":"Tassaddaq Hussain,&nbsp;Hassan S. Bakouch,&nbsp;Fatemeh Gharari","doi":"10.1007/s40995-025-01817-x","DOIUrl":null,"url":null,"abstract":"<div><p>We proposed a discrete Lindley distribution with a nabla structure, taking into account the nature of the underlying environmental data. To understand the behavior of the proposed distribution and how it can be effectively used in the considered scenario, some its mathematical properties are studied. These properties include generation functions, moments, index of dispersion, order statistics, and asymptotic distribution of the extremes. We have also studied its application and found that the proposed statistical model is one of the better choices in modeling the environmental indicators, such as concentration of carbon monoxide, nitrogen oxide, and number of precipitation days.\n</p></div>","PeriodicalId":600,"journal":{"name":"Iranian Journal of Science and Technology, Transactions A: Science","volume":"49 5","pages":"1281 - 1295"},"PeriodicalIF":1.4000,"publicationDate":"2025-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Environmental Data Analysis with a Versatile Model on Time Scales\",\"authors\":\"Tassaddaq Hussain,&nbsp;Hassan S. Bakouch,&nbsp;Fatemeh Gharari\",\"doi\":\"10.1007/s40995-025-01817-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>We proposed a discrete Lindley distribution with a nabla structure, taking into account the nature of the underlying environmental data. To understand the behavior of the proposed distribution and how it can be effectively used in the considered scenario, some its mathematical properties are studied. These properties include generation functions, moments, index of dispersion, order statistics, and asymptotic distribution of the extremes. We have also studied its application and found that the proposed statistical model is one of the better choices in modeling the environmental indicators, such as concentration of carbon monoxide, nitrogen oxide, and number of precipitation days.\\n</p></div>\",\"PeriodicalId\":600,\"journal\":{\"name\":\"Iranian Journal of Science and Technology, Transactions A: Science\",\"volume\":\"49 5\",\"pages\":\"1281 - 1295\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2025-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Iranian Journal of Science and Technology, Transactions A: Science\",\"FirstCategoryId\":\"4\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s40995-025-01817-x\",\"RegionNum\":4,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iranian Journal of Science and Technology, Transactions A: Science","FirstCategoryId":"4","ListUrlMain":"https://link.springer.com/article/10.1007/s40995-025-01817-x","RegionNum":4,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

考虑到潜在环境数据的性质,我们提出了一个具有纳布拉结构的离散林德利分布。为了理解所提出的分布的行为以及如何在所考虑的场景中有效地使用它,研究了它的一些数学性质。这些性质包括生成函数、矩、色散指数、阶统计量和极值的渐近分布。我们还对其应用进行了研究,发现所提出的统计模型是模拟环境指标(如一氧化碳浓度、氮氧化物浓度和降水日数)的较好选择之一。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Environmental Data Analysis with a Versatile Model on Time Scales

We proposed a discrete Lindley distribution with a nabla structure, taking into account the nature of the underlying environmental data. To understand the behavior of the proposed distribution and how it can be effectively used in the considered scenario, some its mathematical properties are studied. These properties include generation functions, moments, index of dispersion, order statistics, and asymptotic distribution of the extremes. We have also studied its application and found that the proposed statistical model is one of the better choices in modeling the environmental indicators, such as concentration of carbon monoxide, nitrogen oxide, and number of precipitation days.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
4.00
自引率
5.90%
发文量
122
审稿时长
>12 weeks
期刊介绍: The aim of this journal is to foster the growth of scientific research among Iranian scientists and to provide a medium which brings the fruits of their research to the attention of the world’s scientific community. The journal publishes original research findings – which may be theoretical, experimental or both - reviews, techniques, and comments spanning all subjects in the field of basic sciences, including Physics, Chemistry, Mathematics, Statistics, Biology and Earth Sciences
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信