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The Total Least Squares Problem
Language: en
Pages: 302
Authors: Sabine Van Huffel
Categories: Mathematics
Type: BOOK - Published: 1991-01-01 - Publisher: SIAM

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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 principle
Total Least Squares and Errors-in-Variables Modeling
Language: en
Pages: 389
Authors: S. van Huffel
Categories: Mathematics
Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media

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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
Errors-in-Variables Methods in System Identification
Language: en
Pages: 485
Authors: Torsten Söderström
Categories: Technology & Engineering
Type: BOOK - Published: 2018-04-07 - Publisher: Springer

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This book presents an overview of the different errors-in-variables (EIV) methods that can be used for system identification. Readers will explore the propertie
Applied Numerical Linear Algebra
Language: en
Pages: 426
Authors: James W. Demmel
Categories: Mathematics
Type: BOOK - Published: 1997-08-01 - Publisher: SIAM

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This comprehensive textbook is designed for first-year graduate students from a variety of engineering and scientific disciplines.
Numerical Methods for Least Squares Problems
Language: en
Pages: 425
Authors: Ake Bjorck
Categories: Mathematics
Type: BOOK - Published: 1996-01-01 - Publisher: SIAM

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The method of least squares was discovered by Gauss in 1795. It has since become the principal tool to reduce the influence of errors when fitting models to giv