• Title of article

    An extended class of minimax generalized Bayes estimators of regression coefficients

  • Author/Authors

    Maruyama، نويسنده , , Yuzo and Strawderman، نويسنده , , William E.، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2009
  • Pages
    12
  • From page
    2155
  • To page
    2166
  • Abstract
    We derive minimax generalized Bayes estimators of regression coefficients in the general linear model with spherically symmetric errors under invariant quadratic loss for the case of unknown scale. The class of estimators generalizes the class considered in Maruyama and Strawderman [Y. Maruyama, W.E. Strawderman, A new class of generalized Bayes minimax ridge regression estimators, Ann. Statist., 33 (2005) 1753–1770] to include non-monotone shrinkage functions.
  • Keywords
    Shrinkage estimators , Generalized Bayes estimators , Invariant loss , hypergeometric function , Minimaxity , Unknown variance , Regression
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2009
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565254