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  • 标题:A new generalization of Lehmann type-II distribution: Theory, simulation, and applications to survival and failure rate data
  • 本地全文:下载
  • 作者:Oluwafemi Samson Balogun ; Muhammad Zafar Iqbal ; Muhammad Zeshan Arshad
  • 期刊名称:Scientific African
  • 印刷版ISSN:2468-2276
  • 出版年度:2021
  • 卷号:12
  • 页码:1-13
  • DOI:10.1016/j.sciaf.2021.e00790
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper, a potentiated lifetime model that demonstrates the bathtub-shaped hazard rate function is developed. This proposed model is referred to as Kumaraswamy modified size-biased Lehmann Type-II (Kum–MSBL–II) distribution. Various mathematical and reliability characteristics are derived and discussed. The maximum likelihood estimation method is used to estimate the model parameters and its performance is discussed by following a simulation study. Three-lifetime sets of data are utilized to illustrate the flexibility of the proposed model and the results demonstrate that the proposed model can adequately fit the real-life datasets than the competitors.
  • 关键词:KeywordsLehmann type-II distributionWeighted distributionPower distributionKumaraswamy distributionHazard rate functionMomentsRényi entropyMaximum likelihood estimation
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