• RecordNumber
    4029
  • Author

    Zaman, Roshanak

  • Crop_Body
    Roshanak Zaman and Parviz Nasiri
  • Title of Article

    Statistical Inference for the Lomax Distribution under Progressively Type-II Censoring with Binomial Removal

  • Title Of Journal
    مجله پژوهشهاي آماري ايران
  • PublishInfo
    Statistical Research and Training Center پژوهشكده آمار
  • Publication Year
    2020
  • Volum
    17
  • Issue Number
    1
  • Page
    113- 134
  • Keywords
    Bayes estimator , binomial censoring scheme , EM algorithm , maximum likelihood estimator , Lomax distribution , Lindley approximation , type II progressive censoring
  • Abstract
    This paper considers parameter estimations in Lomax distribution under progressive type-II censoring with random removals, assuming that the number of units removed at each failure time has a binomial distribution. The maximum likelihood estimators (MLEs) are derived using the expectation-maximization (EM) algorithm. The Bayes estimates of the parameters are obtained using both the squared error and the asymmetric loss functions based on the Lindley approximation. We compare the performance of our procedures using a simulation study and real data.
    • Link To Document
    https://math.iranlibs.ir/dl/search/default.aspx?Term=4029&Field=0&DTC=14