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Smoothing Using Orthogonal Functions

  • Larry Wasserman
Part of the Springer Texts in Statistics book series (STS)

Abstract

In this chapter we will study an approach to nonparametric curve estimation based on orthogonal functions. We begin with a brief introduction to the theory of orthogonal functions, then we turn to density estimation and regression.

Keywords

Orthonormal Basis Discrete Wavelet Transform Mother Wavelet Doppler Signal Haar Wavelet 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2004

Authors and Affiliations

  • Larry Wasserman
    • 1
  1. 1.Department of StatisticsCarnegie Mellon UniversityPittsburghUSA

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