12. Residuals, Outliers, and Robustness

  1. Pieter M. Kroonenberg

Published Online: 16 JUL 2007

DOI: 10.1002/9780470238004.ch12

Applied Multiway Data Analysis

Applied Multiway Data Analysis

How to Cite

Kroonenberg, P. M. (2008) Residuals, Outliers, and Robustness, in Applied Multiway Data Analysis, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470238004.ch12

Author Information

  1. Leiden University, Department of Education, The Netherlands

Publication History

  1. Published Online: 16 JUL 2007
  2. Published Print: 11 JAN 2008

ISBN Information

Print ISBN: 9780470164976

Online ISBN: 9780470238004

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Keywords:

  • residuals;
  • outliers;
  • robustness;
  • structured squared residuals;
  • unstructured residuals

Summary

This chapter contains sections titled:

  • Introduction

  • Chapter Preview

  • Goals

  • Procedures for Analyzing Residuals

  • Decision Schemes for Analyzing Multiway Residuals

  • Structured Squared Residuals

  • Unstructured Residuals

  • Robustness: Basics

  • Robust Methods of Multiway Analysis

  • Examples

  • Conclusions