• Title of article

    A note on testing hypotheses for stationary processes in the frequency domain

  • Author/Authors

    Dette، نويسنده , , Holger and Hildebrandt، نويسنده , , Thimo، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2012
  • Pages
    14
  • From page
    101
  • To page
    114
  • Abstract
    In a recent paper, Eichler (2008) [11] considered a class of non- and semiparametric hypotheses in multivariate stationary processes, which are characterized by a functional of the spectral density matrix. The corresponding statistics are obtained using kernel estimates for the spectral distribution and are asymptotically normally distributed under the null hypothesis and local alternatives. In this paper, we derive the asymptotic properties of these test statistics under fixed alternatives. In particular, we also show weak convergence but with a different rate compared to the null hypothesis. We also discuss potential statistical applications of the asymptotic theory by means of a small simulation study.
  • Keywords
    Kernel estimate , Stationary process , Goodness-of-fit tests , Weak convergence under the alternative , Smoothed periodogram
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2012
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565657