ENGLISH

The total least squares problem: computational aspects and analysis

By Sabine Van Huffel , Joos Vandewalle

Book information

Publisher
Society for Industrial and Applied Mathematics
Year
1987
ISBN
9780898712759, 0898712750
LCC
QA275 .H84 1991
Open Library ID
OL1540147M
Language
english
Format
DJVU
Filesize
3 MB (3009238 bytes)
Series
Frontiers in applied mathematics 9
Pages
315\315
Library
Kolxo3
DPI
300
Time added
2009-07-20 03:45:11

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. 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.

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