Total Least Squares and Errors-in-Variables Modeling
Subtitle: Analysis, Algorithms and Applications
By: edited by Sabine Huffel, Philippe Lemmerling
Contributors: Lemmerling, Philippe
Publisher: Springer Netherlands
Published: 2002
Place of publication: Dordrecht
Language: eng
Format: [electronic resource] :
Number of pages: 397
ISBN-13: 9789048159574; 9789401735520
Subjects: Mathematics; Electronic data processing; Statistics; Algorithms; Matrix theory
Description: 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.
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