Chapter 2. Linear Least Squares Problems

  1. Granville Sewell

Published Online: 8 SEP 2005

DOI: 10.1002/0471742147.ch2

Book Title

Computational Methods of Linear Algebra, Second Edition

Computational Methods of Linear Algebra, Second Edition

Additional Information

How to Cite

Sewell, G. (2005) Linear Least Squares Problems, in Computational Methods of Linear Algebra, Second Edition, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/0471742147.ch2

Author Information

  1. Texas A&M University, Mathematics Department, College Station, Texas and University of Texas-El Paso, El Paso, Texas

Publication History

  1. Published Online: 8 SEP 2005
  2. Published Print: 8 JUL 2005

ISBN Information

Print ISBN: 9780471735793

Online ISBN: 9780471742142

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CHAPTER TOOLS

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Keywords:

  • linear least square decomposition;
  • computer algorithms;
  • orthogonal reduction;
  • reduction analysis;
  • householder transformations

Summary

This chapter contains sections titled:

  • Introduction

  • Orthogonal Reduction

  • Reduction Using Householder Transformations

  • Least Squares Approximation with Cubic Splines

  • Problems

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