Total Least Squares and Errors-in-Variables Modeling

Analysis, Algorithms and Applications

Editors: van Huffel, S., Lemmerling, P. (Eds.)

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eBook $89.00
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Softcover $149.00
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About this book

In response to a growing interest in Total Least Squares (TLS) and Errors-In-Variables (EIV) modeling by researchers and practitioners, well-known experts from several disciplines were invited to prepare an overview paper and present it at the third international workshop on TLS and EIV modeling held in Leuven, Belgium, August 27-29, 2001. These invited papers, representing two-thirds of the book, together with a selection of other presented contributions yield a complete overview of the main scientific achievements since 1996 in TLS and Errors-In-Variables modeling. In this way, the book nicely completes two earlier books on TLS (SIAM 1991 and 1997). Not only computational issues, but also statistical, numerical, algebraic properties are described, as well as many new generalizations and applications. Being aware of the growing interest in these techniques, it is a strong belief that this book will aid and stimulate users to apply the new techniques and models correctly to their own practical problems.

Table of contents (34 chapters)

  • Introduction to Total Least Squares and Errors-In-Variables Modeling

    Huffel, Sabine (et al.)

    Pages 1-11

  • TLS and Its Improvements by Semiparametric Approach

    Amari, Shun-ichi (et al.)

    Pages 15-24

  • Unifying Least Squares, Total Least Squares and Data Least Squares

    Paige, Christopher C. (et al.)

    Pages 25-34

  • Bounds for the Least Squares Residual Using Scaled Total Least Squares

    Paige, Christopher C. (et al.)

    Pages 35-44

  • Recent Developments in Rank Revealing and Lanczos Methods for TLS-Related Problems

    Fierro, Ricardo D. (et al.)

    Pages 47-56

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-94-017-3552-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $119.99
price for USA in USD
  • ISBN 978-1-4020-0476-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $149.00
price for USA in USD
  • ISBN 978-90-481-5957-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Total Least Squares and Errors-in-Variables Modeling
Book Subtitle
Analysis, Algorithms and Applications
Editors
  • S. van Huffel
  • P. Lemmerling
Copyright
2002
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media Dordrecht
eBook ISBN
978-94-017-3552-0
DOI
10.1007/978-94-017-3552-0
Hardcover ISBN
978-1-4020-0476-6
Softcover ISBN
978-90-481-5957-4
Edition Number
1
Number of Pages
X, 398
Topics