1.

Record Nr.

UNINA9910463572203321

Autore

Hansen Per Christian

Titolo

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

Pubbl/distr/stampa

Baltimore, Md., : Johns Hopkins University Press, 2013

ISBN

1-4214-0858-9

Descrizione fisica

1 online resource (324 p.)

Altri autori (Persone)

PereyraV (Victor)

SchererGodela

Disciplina

511.42

Soggetti

Least squares

Curve fitting

Electronic books.

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

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.