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Autore: |
Hansen Per Christian
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Titolo: |
Least squares data fitting with applications / / Per Christian Hansen, Víctor Pereyra, Godela Scherer
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Pubblicazione: | Baltimore, Md., : Johns Hopkins University Press, 2013 |
Edizione: | 1st ed. |
Descrizione fisica: | 1 online resource (324 p.) |
Disciplina: | 511.42 |
Soggetto topico: | Least squares |
Curve fitting | |
Altri autori: |
PereyraV (Victor)
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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. |
Sommario/riassunto: | Included are; an overview of computational methods together with their properties and advantages; topics from statistical regression analysis that help readers to understand and evaluate the computed solutions; many examples that illustrate the techniques and algorithmsLeast Squares Data Fitting with Applications can be used as a textbook for advanced undergraduate or graduate courses and professionals in the sciences and in engineering. |
Titolo autorizzato: | Least squares data fitting with applications ![]() |
ISBN: | 1-4214-0858-9 |
Formato: | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910816135203321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |