9. Local Polynomial Fitting

  1. Michael G. Schimek
  1. Jianqing Fan1 and
  2. Irene Gijbels2

Published Online: 30 JAN 2012

DOI: 10.1002/9781118150658.ch9

Smoothing and Regression: Approaches, Computation, and Application

Smoothing and Regression: Approaches, Computation, and Application

How to Cite

Fan, J. and Gijbels, I. (2000) Local Polynomial Fitting, in Smoothing and Regression: Approaches, Computation, and Application (ed M. G. Schimek), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118150658.ch9

Editor Information

  1. Karl-Franzens-University of Graz, Austria, and University of Vienna, Austria

Author Information

  1. 1

    University of North Carolina, Chapel Hill, North Carolina, USA and The Chinese University of Hong Kong, PRC

  2. 2

    Université Catholique de Louvain, Louvain-la-Neuve, Belgium

Publication History

  1. Published Online: 30 JAN 2012
  2. Published Print: 24 JUL 2000

ISBN Information

Print ISBN: 9780471179467

Online ISBN: 9781118150658

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Keywords:

  • local polynomial fitting;
  • bandwidth choice;
  • degree choice;
  • local modelling;
  • nonlinear regression

Summary

This chapter contains sections titled:

  • Introduction

  • Properties of Local Polynomial Fitting

  • Choice of Bandwidth

  • Choice of the Degree

  • Local Modeling

  • Some More Applications