Franklin

Least squares data fitting with applications [electronic resource] / Per Christian Hansen, Víctor Pereyra, Godela Scherer.

Author/Creator:
Hansen, Per Christian.
Publication:
Baltimore, Md. : Johns Hopkins University Press, 2013.
Format/Description:
Book
1 online resource (324 p.)
Status/Location:
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Subjects:
Least squares.
Curve fitting.
Form/Genre:
Electronic books.
Language:
English
Contents:
The linear data fitting problem
The linear least squares problem
Analysis of least squares problems
Direct methods for full-rank problems
Direct methods for rank-deficient problems
Methods for large-scale problems
Additional topics in least-squares
Nonlinear least squares problems
Algorithms for solving nonlinear LSQ problems
Ill-conditioned problems
Linear least squares applications
Nonlinear least squares applications
Appendix A: A sensitivity analysis
Appendix B: Linear algebra background
Appendix C: Advanced calculus
Appendix D: Statistics.
Notes:
Description based upon print version of record.
Includes bibliographical references and index.
Contributor:
Pereyra, V. (Victor)
Scherer, Godela.
ISBN:
1-4214-0858-9
OCLC:
828720556