Total Least Squares And Errors In Variables Modeling Guest Edsabine Van Huffel
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Total Least Squares and Errors-in-Variables Modeling
Author | : S. van Huffel |
Publisher | : Springer Science & Business Media |
Total Pages | : 389 |
Release | : 2013-03-14 |
Genre | : Mathematics |
ISBN | : 9401735522 |
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.
Recent Advances in Total Least Squares Techniques and Errors-in-variables Modeling
Author | : Sabine van Huffel |
Publisher | : SIAM |
Total Pages | : 404 |
Release | : 1997-01-01 |
Genre | : Mathematics |
ISBN | : 9780898713930 |
An overview of the computational issues; statistical, numerical, and algebraic properties, and new generalizations and applications of advances on TLS and EIV models. Experts from several disciplines prepared overview papers which were presented at the conference and are included in this book.
Total Least Squares and Errors-in-variables Modeling
Author | : |
Publisher | : |
Total Pages | : 210 |
Release | : 2007 |
Genre | : Errors in variables modeling |
ISBN | : |
The Total Least Squares Problem
Author | : Sabine Van Huffel |
Publisher | : SIAM |
Total Pages | : 302 |
Release | : 1991-01-01 |
Genre | : Mathematics |
ISBN | : 0898712750 |
This is the first book devoted entirely to total least squares. The authors give a unified presentation of the TLS problem. A description of its basic principles are given, the various algebraic, statistical and sensitivity properties of the problem are discussed, and generalizations are presented. Applications are surveyed to facilitate uses in an even wider range of applications. Whenever possible, comparison is made with the well-known least squares methods. A basic knowledge of numerical linear algebra, matrix computations, and some notion of elementary statistics is required of the reader; however, some background material is included to make the book reasonably self-contained.
Analysis of the Total Least Squares Problem and Its Use in Parameter Estimation
Author | : Sabine Van Huffel |
Publisher | : |
Total Pages | : 370 |
Release | : 1987 |
Genre | : Least squares |
ISBN | : |
In this thesis a deep study and analysis is made of the method of total least squares (TLS) which is one of several linear parameter estimation techniques that have been devised to compensate for data errors."--Introd.