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Article

Title: Least squares, singular values and matrix approximations (English)
Author: Golub, Gene Howard
Language: English
Journal: Aplikace matematiky
ISSN: 0373-6725
Volume: 13
Issue: 1
Year: 1968
Pages: 44-51
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Category: math
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Keyword: numerical analysis
MSC: 65-35
idZBL: Zbl 0179.21403
idMR: MR0229370
DOI: 10.21136/AM.1968.103138
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Date available: 2008-05-20T17:41:03Z
Last updated: 2020-07-28
Stable URL: http://hdl.handle.net/10338.dmlcz/103138
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Reference: [1] C. Eckart, G. Young: The approximation of one matrix by another of lower rank.Psychometrika, 1 (1936), pp. 211-218. 10.1007/BF02288367
Reference: [2] K. Fan, A. Hoffman: Some metric inequalities in the space of matrices.Proc. Anier. Math. Soc., 6 (1955), pp. 111-116. Zbl 0064.01402, MR 0067841, 10.1090/S0002-9939-1955-0067841-7
Reference: [3] J. Francis: The QR transformation. A unitary analogue to the LR transformation.Comput. J., 4 (1961, 1962), pp. 265-271. Zbl 0104.34304, MR 0130111, 10.1093/comjnl/4.3.265
Reference: [4] G. Golub, W. Kahan: Calculating the singular values and pseudoinverse of a matrix.J. SIAM Numer. Anal. Ser. B, 2 (1965), pp. 205-224. MR 0183105
Reference: [5] B. Green: The orthogonal approximation of an oblique structure in factor analysis.Psychometrika, 17 (1952), pp. 429-440. Zbl 0049.37601, MR 0053057, 10.1007/BF02288918
Reference: [6] C. Lanczos: Linear Differential Operators.Van Nostrand, London, 1961, Chap. 3. Zbl 0111.08305, MR 0129153
Reference: [7] L. Mirsky: Symmetric gauge functions and unitarily invariant norms.Quart. J. Math. Oxford (2), 11 (1960), pp. 50-59. Zbl 0105.01101, MR 0114821, 10.1093/qmath/11.1.50
Reference: [8] R. Penrose: A generalized inverse for matrices.Proc. Cambridge Philos. Soc., 51 (1955), pp. 406-413. Zbl 0065.24603, MR 0069793, 10.1017/S0305004100030401
Reference: [9] P. Schönemann: A generalized solution of the orthogonal procrustes problem.Psychometrika, 31 (1966), pp. 1-10. MR 0215870, 10.1007/BF02289451
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