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The Total Least Squares Problem: Computational Aspects and Analysis.

Fisher, George W., Huffel, Sabine Van, Vandewalle, Joos·1992·Mathematics of Computation

Abstract

Introduction Basic principles of the total least squares problem Extensions of the basic total least squares problem Direct speed Improvement of the total least squares computations Iterative speed Improvement for solving slowly varying total least squares problems Algebraic Connections Between total least squares and least squares problems Sensitivity analysis of total least squares and least squares problems in the presence of errors in all data Statistical properties of the total least squares problem Algebraic connections between total least squares estimation and classical linear regression in Multicollinearity problems Conclusions.

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Metadata

Authors
Fisher, G. W., Huffel, S. V., & Vandewalle, J.
Venue
Mathematics of Computation
Publisher
JSTOR
Published
1992-10
Volume
59
Issue
200
Pages
724
ISSN
0025-5718 (ISSN-L)
OpenAlex
W2030255580
Cited by
1,164
References
0
FWCI
35.61
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: The Total Least Squares Problem: Computational Aspects and Analysis. https://app.cochat.ai/papers/10.2307/2153088
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Fisher, G. W., Huffel, S. V., & Vandewalle, J. (1992). The Total Least Squares Problem: Computational Aspects and Analysis. Mathematics of Computation. https://doi.org/10.2307/2153088

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