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Record Nr. |
UNINA9910463572203321 |
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Autore |
Hansen Per Christian |
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Titolo |
Least squares data fitting with applications [[electronic resource] /] / Per Christian Hansen, Víctor Pereyra, Godela Scherer |
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Pubbl/distr/stampa |
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Baltimore, Md., : Johns Hopkins University Press, 2013 |
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ISBN |
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Descrizione fisica |
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1 online resource (324 p.) |
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Altri autori (Persone) |
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PereyraV (Victor) |
SchererGodela |
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Disciplina |
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Soggetti |
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Least squares |
Curve fitting |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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. |
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