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
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