Wavelets for Regression Smoothing

Abstract

OUTLINE: * Generalities on nonparametric regression * Penalized regression splines * Penalized wavelet estimation with quadratic penalties * Other penalties and model selection * Extensions

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Document Details

Document Type
Technical Report
Publication Date
Jan 07, 2005
Accession Number
ADA433819

Entities

People

  • Anestis Antoniadis

Organizations

  • Joseph Fourier University

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Coefficients
  • Computations
  • Estimators
  • Image Restoration
  • Information Operations
  • Inverse Problems
  • Low Pass Filters
  • Noise
  • Polynomials
  • Risk
  • Risk Analysis
  • Statistical Samples
  • Statistics
  • Validation
  • Wavelet Transforms