• Title of article

    The beta generalized Pareto distribution with application to lifetime data Original Research Article

  • Author/Authors

    Eisa Mahmoudi، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2011
  • Pages
    17
  • From page
    2414
  • To page
    2430
  • Abstract
    The generalized Pareto (GP) distribution is useful in modeling extreme value data, because of its long tail feature. In this paper, a new generalized version of this distribution which is called the beta generalized Pareto (BGP) distribution is introduced. A new distribution is more flexible and has some interesting properties. A comprehensive mathematical treatment of the BGP distribution is provided. We give closed-form expressions for the density, cumulative distribution and hazard rate function. We derive the r th raw moment of this distribution. Moreover, we discuss estimation by the maximum likelihood and obtain an expression for Fisher’s information matrix. In the end, an application using three real data sets is presented.
  • Keywords
    Generalized Pareto distribution , Hazard function , Unimodality , estimation , Moments
  • Journal title
    Mathematics and Computers in Simulation
  • Serial Year
    2011
  • Journal title
    Mathematics and Computers in Simulation
  • Record number

    855166