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  • 标题:The Log Generalized Lindley-Weibull Distribution with Application
  • 本地全文:下载
  • 作者:Broderick O. Oluyede ; Fedelis Mutiso ; Shujiao Huang
  • 期刊名称:Journal of Data Science
  • 印刷版ISSN:1680-743X
  • 电子版ISSN:1683-8602
  • 出版年度:2015
  • 卷号:13
  • 期号:2
  • 页码:281-310
  • 出版社:Tingmao Publish Company
  • 摘要:A new distribution called the log generalized Lindley-Weibull (LGLW) distribution for modeling lifetime data is proposed. This model further generalizes the Lindley distribution and allows for hazard rate functions that are monotonically decreasing, monotonically increasing and bathtub shaped. A comprehensive investigation and account of the mathematical and statistical properties including moments, moment generating function, simulation issues and entropy are presented. Estimates of model parameters via the method of maximum likelihood are given. Real data examples are presented to illustrate the usefulness and applicability of this new distribution.
  • 关键词:Lindley distribution; Lindley-Weibull distribution; Maximum likelihood estimation
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