• DocumentCode
    3584731
  • Title

    Parameters estimation based on type I censored samples using a Pareto intensity of the second kind

  • Author

    Aloui, Ines ; Gasmi, Soufiane

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Tunis, Tunis, Tunisia
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    This paper develops parameter estimates for the Pareto intensity of the second kind using type I censored samples without and with replacement. The maximum likelihood estimates for its unknown parameters and their approximate asymptotic variance-covariance matrix are derived. We also present approximate confidence intervals. Numerical simulation results are presented and used to assess the performance of the proposed estimation method. Finally an application on a real data set shows the efficiency of our model.
  • Keywords
    Pareto distribution; approximation theory; covariance matrices; maximum likelihood estimation; Pareto distribution; Pareto intensity-of-the-second-kind; approximate asymptotic variance-covariance matrix; approximate confidence intervals; estimation method; maximum likelihood estimates; numerical simulation; parameters estimation; type I censored samples; unknown parameters; Bladder; Cancer; Hazards; Maximum likelihood estimation; Parameter estimation; Reliability; Fisher Information; Maximum likelihood estimator; Parameters estimation; Pareto intensity of the second kind; Type I censoring;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Sciences and Technologies in Maghreb (CISTEM), 2014 International Conference on
  • Type

    conf

  • DOI
    10.1109/CISTEM.2014.7076947
  • Filename
    7076947