Wavelet Change-Point Estimation for Long Memory Non-Parametric Random Design Models
Author | : Lihong Wang |
Publisher | : |
Total Pages | : 0 |
Release | : 2010 |
ISBN-10 | : OCLC:1376403758 |
ISBN-13 | : |
Rating | : 4/5 (58 Downloads) |
Download or read book Wavelet Change-Point Estimation for Long Memory Non-Parametric Random Design Models written by Lihong Wang and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For a random design regression model with long memory design and long memory errors, we consider the problem of detecting a change point for sharp cusp or jump discontinuity in the regression function. Using the wavelet methods, we obtain estimators for the change point, the jump size and the regression function. The strong consistencies of these estimators are given in terms of convergence rates.