Lawson, Charles L.; Hanson, Richard J. Solving least squares problems. (English) Zbl 0860.65028 Prentice-Hall Series in Automatic Computation. Englewood Cliffs, NJ: Prentice-Hall. xii, 340 p. (1974). See the review of the second edition from 1995 in [Zbl 0860.65029]. Cited in 5 ReviewsCited in 417 Documents MSC: 65F20 Numerical solutions to overdetermined systems, pseudoinverses 65C99 Probabilistic methods, stochastic differential equations 90C20 Quadratic programming 62J05 Linear regression; mixed models 15A09 Theory of matrix inversion and generalized inverses 65-01 Introductory exposition (textbooks, tutorial papers, etc.) pertaining to numerical analysis 65K05 Numerical mathematical programming methods 65D10 Numerical smoothing, curve fitting Keywords:linear least squares problems; orthogonal decomposition; singular value decomposition; Householder transformations; QR-decomposition; error analysis; Gram-Schmidt-orthogonalization; Cholesky decomposition; textbook; pseudoinverse; FORTRAN codes Citations:Zbl 0860.65029 PDFBibTeX XMLCite \textit{C. L. Lawson} and \textit{R. J. Hanson}, Solving least squares problems. Englewood Cliffs, NJ: Prentice-Hall (1974; Zbl 0860.65028)