• Title of article

    Limiting distributions of high-dimensional multivariate Beta-type distributions

  • Author/Authors

    Sakurai، نويسنده , , Tetsuro، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2012
  • Pages
    10
  • From page
    110
  • To page
    119
  • Abstract
    This paper investigates the limiting distributions of two high-dimensional multivariate Beta-type distributions. These Beta distributions have three parameters including a dimension. Limiting distributions of the Beta distributions have been obtained under one or two parameters that tend toward infinity. In this paper, we derive the limiting distributions of two multivariate Beta-type distributions under three parameters that tend toward infinity. These results were obtained using the martingale limit theory. Numerical simulations revealed that those approximations are more accurate than the other approximations for a wide range.
  • Keywords
    Limiting distribution , High-dimensional case , Martingale difference , multivariate beta distribution , Multivariate linear hypothesis , MANOVA
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2012
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565889