{"title":"基于斜态-正态-t分布的Birnbaum-Saunders分布的推广","authors":"احد جمالیزاده, وحید امیرزاده, فرزانه سادات هاشمی","doi":"10.18869/ACADPUB.JSRI.12.1.1","DOIUrl":null,"url":null,"abstract":"In this paper, we introducte a family of univariate Birnbaum- Saunders distributions arising from the skew-normal-t distribution. We ob- tain several properties of this distribution such as its moments, the maxi- mum likelihood estimation procedure via an EM-algorithm and a method to evaluate standard errors using the EM-algorithm. Finally, we apply these methods to a real data set to demonstrate its flexibility and conduct a simula- tion study to demonstrate the usefulness of this distribution when compared to the ordinary Birnbaum-Saunders and skew-normal Birnbaum-Saunders","PeriodicalId":422124,"journal":{"name":"Journal of Statistical Research of Iran","volume":"129 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"An Extension of the Birnbaum-Saunders Distribution Based on Skew-Normal-t Distribution\",\"authors\":\"احد جمالیزاده, وحید امیرزاده, فرزانه سادات هاشمی\",\"doi\":\"10.18869/ACADPUB.JSRI.12.1.1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we introducte a family of univariate Birnbaum- Saunders distributions arising from the skew-normal-t distribution. We ob- tain several properties of this distribution such as its moments, the maxi- mum likelihood estimation procedure via an EM-algorithm and a method to evaluate standard errors using the EM-algorithm. Finally, we apply these methods to a real data set to demonstrate its flexibility and conduct a simula- tion study to demonstrate the usefulness of this distribution when compared to the ordinary Birnbaum-Saunders and skew-normal Birnbaum-Saunders\",\"PeriodicalId\":422124,\"journal\":{\"name\":\"Journal of Statistical Research of Iran\",\"volume\":\"129 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-09-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Statistical Research of Iran\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.18869/ACADPUB.JSRI.12.1.1\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Statistical Research of Iran","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.18869/ACADPUB.JSRI.12.1.1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An Extension of the Birnbaum-Saunders Distribution Based on Skew-Normal-t Distribution
In this paper, we introducte a family of univariate Birnbaum- Saunders distributions arising from the skew-normal-t distribution. We ob- tain several properties of this distribution such as its moments, the maxi- mum likelihood estimation procedure via an EM-algorithm and a method to evaluate standard errors using the EM-algorithm. Finally, we apply these methods to a real data set to demonstrate its flexibility and conduct a simula- tion study to demonstrate the usefulness of this distribution when compared to the ordinary Birnbaum-Saunders and skew-normal Birnbaum-Saunders