Simple Regression

  1. Peter J. Rousseeuw,
  2. Annick M. Leroy

Published Online: 28 JAN 2005

DOI: 10.1002/0471725382.ch2

Book Title

Robust Regression and Outlier Detection

Robust Regression and Outlier Detection

Additional Information

How to Cite

Rousseeuw, P. J. and Leroy, A. M. (2005) Simple Regression, in Robust Regression and Outlier Detection, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471725382.ch2

Publication History

  1. Published Online: 28 JAN 2005
  2. Published Print: 19 OCT 1987

ISBN Information

Print ISBN: 9780471852339

Online ISBN: 9780471725381

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CHAPTER TOOLS

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Keywords:

  • simple regression;
  • regression models;
  • least squares;
  • multiple regression;
  • exact fit property

Summary

This chapter includes the following topics:

  • Motivation

  • Computation of the Least Median of Squares Line

  • Interpretation of the Results

  • Examples

  • An Illustration of the Exact Fit Property

  • Simple Regression Through the Origin

  • Other Robust Techniques for Simple Regression

  • Exercises and Problems

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