Outlier Diagnostics

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

Published Online: 28 JAN 2005

DOI: 10.1002/0471725382.ch6

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) Outlier Diagnostics, in Robust Regression and Outlier Detection, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471725382.ch6

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:

  • outlier diagnostics;
  • statistics;
  • least square estimates;
  • hat matrix;
  • multiple-case diagnostics

Summary

This chapter includes the following topics:

  • Introduction

  • The Hat Matrix and LS Residuals

  • Single-Case Diagnostics

  • Multiple-Case Diagnostics

  • Recent Developments

  • High-Breakdown Diagnostics

  • Exercises and Problems

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