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Solving Least Squares Problems
Language: en
Pages: 348
Authors: Charles L. Lawson
Categories: Mathematics
Type: BOOK - Published: 1995-12-01 - Publisher: SIAM

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This Classic edition includes a new appendix which summarizes the major developments since the book was originally published in 1974. The additions are organize
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
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
Numerical Methods for Least Squares Problems
Language: en
Pages: 421
Authors: Ake Bjorck
Categories: Mathematics
Type: BOOK - Published: 1996-12-01 - Publisher: SIAM

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The method of least squares: the principal tool for reducing the influence of errors when fitting models to given observations.
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.