• Title of article

    An asymptotic approximation for EPMC in linear discriminant analysis based on two-step monotone missing samples

  • Author/Authors

    Shutoh، نويسنده , , Nobumichi and Hyodo، نويسنده , , Masashi and Seo، نويسنده , , Takashi، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2011
  • Pages
    12
  • From page
    252
  • To page
    263
  • Abstract
    In this paper, we consider the expected probabilities of misclassification (EPMC) in the linear discriminant function (LDF) based on two-step monotone missing samples and derive an asymptotic approximation for the EPMC with an explicit form for the considered LDF. For this purpose, we also provide some results of the expectations for the inverted Wishart matrices in this paper. Finally, we conduct the Monte Carlo simulation for evaluating our result.
  • Keywords
    linear discriminant analysis , Expected probability of misclassification , Asymptotic approximation , Monotone missing samples
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2011
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565545