• Title of article

    A new construction for skew multivariate distributions

  • Author/Authors

    Dey، نويسنده , , Dipak K. and Liu، نويسنده , , Junfeng، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2005
  • Pages
    22
  • From page
    323
  • To page
    344
  • Abstract
    This paper considers a new approach to develop a very general class of skew multivariate distributions. The approach is based on a linear combination of an elliptically distributed random variable with a linear constraint. Using this approach two different classes of multivariate distributions are constructed based on original distribution. These new classes include different types of skew normal (type A and type B) and other skew elliptical distributions, exist in the literature. We also derive the moment generating function, marginal and conditional density of our proposed classes of distributions. Straightforward explanations are applied to demonstrate the relationships among previous approaches by others with our proposed class of skew distributions.
  • Keywords
    Linear combination , Linear constraint , moment generating function , Skewness , Multivariate normal , Elliptical distribution
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2005
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1558236