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  • 标题:The exponentiated burr xii distribution: moments and estimation based on lower record values
  • 作者:Devendra Kumar ; Jagdish Saran ; Neetu Jain
  • 期刊名称:Sri Lankan Journal of Applied Statistics
  • 印刷版ISSN:1391-4987
  • 电子版ISSN:2424-6271
  • 出版年度:2017
  • 卷号:18
  • 期号:1
  • DOI:10.4038/sljastats.v18i1.7930
  • 语种:English
  • 出版社:The Institute of Applied Statistics, Sri Lanka
  • 摘要:In this paper, we have established several explicit expressions and recurrence relations for single and product moments of k-th lower record values from exponentiated Burr XII distribution. Two characterizing results of exponentiated Burr XII distribution has been obtained by using the recurrence relation for single moments and conditional expectation based on lower record values. The method of maximum likelihood is adopted for estimating the model parameters based on k-th lower record values. We carried out Monte Carlo simulations to compare the performances of the proposed methods and providing one real data case study for illustration of the results obtained.
  • 关键词:Lower record values; Single and moments; Recurrence relations; Exponentiated Burr XII distribution; Characterizations; Maximum likelihood estimates; Simulation
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