• Title of article

    Estimation of a tail index based on minimum density power divergence

  • Author/Authors

    Kim، نويسنده , , Moosup and Lee، نويسنده , , Sangyeol، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2008
  • Pages
    19
  • From page
    2453
  • To page
    2471
  • Abstract
    In this paper, we consider the minimum density power divergence estimator for the tail index of heavy tailed distributions in strong mixing processes. It is shown that the estimator is consistent and asymptotically normal under regularity conditions. The simulation results demonstrate that the estimator is robust in the presence of outliers.
  • Keywords
    62M10 , Tail index , Minimum density power divergence estimator , Robustness , Outliers , Strong mixing processes , 62F12
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2008
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1559072