10. Factor Anlaysis and Least Squares Regression

  1. Alexander Basilevsky

Published Online: 27 MAY 2008

DOI: 10.1002/9780470316894.ch10

Statistical Factor Analysis and Related Methods: Theory and Applications

Statistical Factor Analysis and Related Methods: Theory and Applications

How to Cite

Basilevsky, A. (1994) Factor Anlaysis and Least Squares Regression, in Statistical Factor Analysis and Related Methods: Theory and Applications, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470316894.ch10

Author Information

  1. Department of Mathematics & Statistics, The University of Winnipeg, Winnipeg, Manitoba, Canada

Publication History

  1. Published Online: 27 MAY 2008
  2. Published Print: 7 JUN 1994

ISBN Information

Print ISBN: 9780471570820

Online ISBN: 9780470316894

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Keywords:

  • factor analysis;
  • least squares regression;
  • latent variables;
  • influential dimension;
  • factor models

Summary

The prelims comprise:

  • Introduction

  • Least Squares Curve Fitting with Errors in Variables

  • Least Squares Regression with Multicollinearity

  • Least Squares Regression with Errors in Variables and Multicollinearity

  • Factor Analysis of Dependent Variables in MANOVA

  • Estimating Empirical Functional Relationships

  • Other Applications