Cross-validated wavelet shrinkage

DOI10.1007/S00180-008-0143-7zbMath1194.62052OpenAlexW2017766468MaRDI QIDQ964663

Youngjo Lee, Hee-Seok Oh, Donghoh Kim

Publication date: 22 April 2010

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-008-0143-7

zbMATH Keywords

threshold selectionempirical Bayes estimation

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Empirical decision procedures; empirical Bayes procedures (62C12)

Uses Software

• wavethresh
• EBayesThresh
• wmtsa

Cites Work

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• Empirical Bayes thresholding: adapting to sparsity when it advantageous to do so
• Empirical Bayes selection of wavelet thresholds
• Adapting to Unknown Smoothness via Wavelet Shrinkage
• Wavelet Thresholding via A Bayesian Approach
• Ideal spatial adaptation by wavelet shrinkage
• Regularization of Wavelet Approximations
• Multiple wavelet threshold estimation by generalized cross validation for images with correlated noise
• Theory & Methods: Tree‐based wavelet regression for correlated data using the minimum description length principle
• Real Nonparametric Regression Using Complex Wavelets

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