{"title":"使用第二类帕累托强度的基于I型截尾样本的参数估计","authors":"Ines Aloui, Soufiane Gasmi","doi":"10.1109/CISTEM.2014.7076947","DOIUrl":null,"url":null,"abstract":"This paper develops parameter estimates for the Pareto intensity of the second kind using type I censored samples without and with replacement. The maximum likelihood estimates for its unknown parameters and their approximate asymptotic variance-covariance matrix are derived. We also present approximate confidence intervals. Numerical simulation results are presented and used to assess the performance of the proposed estimation method. Finally an application on a real data set shows the efficiency of our model.","PeriodicalId":115632,"journal":{"name":"2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Parameters estimation based on type I censored samples using a Pareto intensity of the second kind\",\"authors\":\"Ines Aloui, Soufiane Gasmi\",\"doi\":\"10.1109/CISTEM.2014.7076947\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper develops parameter estimates for the Pareto intensity of the second kind using type I censored samples without and with replacement. The maximum likelihood estimates for its unknown parameters and their approximate asymptotic variance-covariance matrix are derived. We also present approximate confidence intervals. Numerical simulation results are presented and used to assess the performance of the proposed estimation method. Finally an application on a real data set shows the efficiency of our model.\",\"PeriodicalId\":115632,\"journal\":{\"name\":\"2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISTEM.2014.7076947\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISTEM.2014.7076947","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Parameters estimation based on type I censored samples using a Pareto intensity of the second kind
This paper develops parameter estimates for the Pareto intensity of the second kind using type I censored samples without and with replacement. The maximum likelihood estimates for its unknown parameters and their approximate asymptotic variance-covariance matrix are derived. We also present approximate confidence intervals. Numerical simulation results are presented and used to assess the performance of the proposed estimation method. Finally an application on a real data set shows the efficiency of our model.