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  • 标题:Beta-Exponentiated Ishita Distribution and Its Applications
  • 本地全文:下载
  • 作者:Samuel Ugochukwu Enogwe ; Gabriel Chuwukwuemeka Ibeh
  • 期刊名称:Open Journal of Statistics
  • 印刷版ISSN:2161-718X
  • 电子版ISSN:2161-7198
  • 出版年度:2021
  • 卷号:11
  • 期号:5
  • 页码:690-712
  • DOI:10.4236/ojs.2021.115041
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:This article develops a beta-exponentiated Ishita distribution that extends the exponentiated Ishita distribution. Expansions for the cumulative distribution and probability density functions are given. Various properties of the new distribution such as hazard function, moments, cumulants, skewness, kurtosis, mean deviations, Bonferroni and Lorenz curves, Rényi and Tsallis entropies, and stress-strength reliability are discussed. Moment generating function and characteristic function of the new model were derived. Distribution and the moment of order statistic have been derived. The method of maximum likelihood was used for estimation of parameters. The new model is quite flexible in analysing positively skewed data. Two real datasets are used to demonstrate the flexibility of the new distribution.
  • 关键词:Ishita Distribution;Hazard Function;Moments;Cumulants;Skewness;Kurtosis;Mean Deviation;Maximum Likelihood Estimation;Stress-Strength Reliability;Order Statistics
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