• Title of article

    Bootstrap testing for discontinuities under long-range dependence

  • Author/Authors

    Beran، نويسنده , , Jan and Shumeyko، نويسنده , , Yevgen، نويسنده ,

  • Issue Information
    دوفصلنامه با شماره پیاپی سال 2012
  • Pages
    26
  • From page
    322
  • To page
    347
  • Abstract
    We consider testing for discontinuities in a trend function when the residual process exhibits long memory. Using a wavelet decomposition of the estimated trend function into a low-resolution and a high-resolution component, a test statistic is proposed based on blockwise resampling of estimated residual variances. Asymptotic validity of the test is derived. A simulation study illustrates finite sample properties.
  • Keywords
    long-range dependence , Bootstrap , Nonparametric regression , WAVELET , thresholding , Test for discontinuity
  • Journal title
    Journal of Multivariate Analysis
  • Serial Year
    2012
  • Journal title
    Journal of Multivariate Analysis
  • Record number

    1565684