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, Hassan S. Bakouch, 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, Hassan S. Bakouch, 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}
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.
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