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Extending The Scope Of Wavelet Regression Methods By  (Make Corrections)  
Coefficient-Dependent Thresholding Arne Kovac, Bernard W. Silverman



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Abstract: Various aspects of the wavelet approach to nonparametric regression are considered, with the overall aim of extending the scope of wavelet techniques, to irregularly-spaced data, to regularly-spaced data sets of arbitrary size, to heteroscedastic and correlated data, and to data that contain outliers. The core of the methodology is an algorithm for finding all the variances and within-level covariances in the wavelet table of a sequence with given covariance structure. If the original... (Update)

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BibTeX entry:   (Update)

@misc{ arne-extending,
  author = "Coefficient-Dependent Thresholding Arne",
  title = "Extending The Scope Of Wavelet Regression Methods By",
  url = "citeseer.ist.psu.edu/755703.html" }
Citations (may not include all citations):
1526   Ten Lectures on Wavelets (context) - Daubechies - 1992
450   Generalized additive models - Hastie - 1997
401   An Introduction to Wavelets (context) - Chui - 1992
152   Wavelets on the interval and fast wavelet transforms (context) - Cohen, Daubechies et al. - 1993
47   Local regression models (context) - Cleveland, Grosse et al. - 1992
44   Nonlinear wavelet methods for recovery of signals (context) - Donoho - 1993
40   Wavelet decomposition approaches to statistical inverse prob.. - Abramovich, Silverman - 1998
29   Ideal spatial adaption by wavelet shrinkage (context) - Donoho, Johnstone - 1994
24   The identification of multiple outliers (context) - Davies, Gather - 1993
20   Adapting to unknown smoothness via wavelet shrinkage (context) - --, Johnstone - 1995
18   Wavelet shrinkage for nonequispaced samples - Cai, Brown - 1998
15   Wavelet regression for random or irregular design (context) - Antoniadis, Pham - 1997
10   Smoothing and robust wavelet analysis (context) - Bruce, Donoho et al. - 1994
9   Biological signals that need detection: Currents through sin.. (context) - Eisenberg - 1994
8   wavelet transforms (context) - Donoho, Yu - 1998
7   Wavelet Thresholding for Unequally Spaced Data (context) - Kovac - 1999
6   nonorthogonal multiresolution analysis (context) - Kwong, Tang - 1994
4   Ethanol---a single-cylinder engine study of efficiency and e.. (context) - Brinkman - 1981
1   Denoising not equispaced data with wavelets (context) - Lenarduzzi - 1997

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