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Item Details
Title: THE TOTAL LEAST SQUARES PROBLEM
COMPUTATIONAL ASPECTS AND ANALYSIS
By: Sabine van Huffel, Joos Vandewalle
Format: Paperback

List price: £71.50


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ISBN 10: 0898712750
ISBN 13: 9780898712759
Publisher: SOCIETY FOR INDUSTRIAL & APPLIED MATHEMATICS,U.S.
Pub. date: 1 January, 1987
Series: Frontiers in Applied Mathematics v. 9
Pages: 311
Description: 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.
Synopsis: 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.
Illustrations: Illustrations
Publication: US
Imprint: Society for Industrial & Applied Mathematics,U.S.
Returns: Non-returnable
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