首页    期刊浏览 2024年11月23日 星期六
登录注册

文章基本信息

  • 标题:TYPE II GENERALIZED TOPP –LEONE FAMILY OF DISTRIBUTIONS : PROPERTIES AND APPLICATIONS
  • 本地全文:下载
  • 作者:Amal S. Hassan ; M. Elgarhy ; Zubair Ahmada
  • 期刊名称:Journal of Data Science
  • 印刷版ISSN:1680-743X
  • 电子版ISSN:1683-8602
  • 出版年度:2019
  • 卷号:17
  • 期号:4
  • 页码:638-659
  • DOI:10.6339/JDS.201910_17(4).0001
  • 出版社:Tingmao Publish Company
  • 摘要:The Topp-Leone distribution is an attractive model for life testing and reliability studies as it acquires a bathtub shaped hazard function. In this paper, we introduce a new family of distributions, depending on Topp– Leone random variable as a generator, called the Type II generalized Topp– Leone–G (TIIGTL-G) family. Its density function can be unimodel, leftskewed, right-skewed, and reversed-J shaped, and has increasing, decreasing, upside-down, J and reversed-J hazard rates. Some special models are presented. Some of its statistical properties are studied. Explicit expressions for the ordinary and incomplete moments, quantile and generating functions, Rényi entropy and order statistics are derived. The method of maximum likelihood is used to estimate the model parameters. The importance of one special model; namely; the Type II generalized Topp–Leone exponential is illustrated through two real data sets..
  • 关键词:Topp–Leone distribution; Order statistics; Rényi entropy; Maximum
国家哲学社会科学文献中心版权所有