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Gaussian Elimination and Its Variants. Sensitivity of Linear Systems: Effects of Roundoff Errors. Orthogonal Matrices and the Least-Squares Problem. Eigenvalues and Eigenvectors I. Eigenvalues and Eigenvectors II. Other Methods for the Symmetric Eigenvalue Problem. The Singular Value Decomposition. Appendices. Bibliography. Index.