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  • 标题:Sinh Inverted Exponential Distribution: Simulation & Application to Neck Cancer Disease
  • 本地全文:下载
  • 作者:Saeed Hemeda ; Ali Abdallah
  • 期刊名称:International Journal of Statistics and Probability
  • 印刷版ISSN:1927-7032
  • 电子版ISSN:1927-7040
  • 出版年度:2020
  • 卷号:9
  • 期号:5
  • 页码:11-22
  • DOI:10.5539/ijsp.v9n5p11
  • 出版社:Canadian Center of Science and Education
  • 摘要:A goal of this research is providing new probability distribution called Sinh inverted exponential distribution. The new distribution was extensively depending on the hyperbolic sine family of distributions with exponential distribution as a baseline distribution. Valuable statistical properties of the proposed distribution including mathematical and asymptotic expressions for its probability density function and Reliability. Moments, quantiles, moment generating function, failure rate function, mean residual lifetime, order statistics and entropies are derived. Actually, the applicability and validation of this model is proved in simulation study and an application to neck cancer disease data.
  • 关键词:hyperbolic sine;quantiles;moments;mean residual lifetime;entropy;simulation;maximum likelihood estimates
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