The Special Case of One-Dimensional Location

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

Published Online: 28 JAN 2005

DOI: 10.1002/0471725382.ch4

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) The Special Case of One-Dimensional Location, in Robust Regression and Outlier Detection, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471725382.ch4

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:

  • regression analysis;
  • location;
  • univariate location estimates;
  • location equivariance;
  • scale estimator

Summary

This chapter includes the following topics:

  • Location as a Special Case of Regression

  • The LMS and the LTS in One Dimension

  • Use of the Program PROGRESS

  • Asymptotic Properties

  • Breakdown Points and Averaged Sensitivity Curves

  • Exercises and Problems

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