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Bootstrap testing for discontinuities under long-range dependence
Authors:Jan Beran  Yevgen Shumeyko
Institution:
  • Department of Mathematics and Statistics, University of Konstanz, Germany
  • 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:62G08  62G09  62M10  62M07
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