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Fast Compact Algorithms and Software for Spline Smoothing (SpringerBriefs in Computer Science) - Softcover
Synopsis
Fast Compact Algorithms and Software for Spline Smoothing investigates algorithmic alternatives for computing cubic smoothing splines when the amount of smoothing is determined automatically by minimizing the generalized cross-validation score. These algorithms are based on Cholesky factorization, QR factorization, or the fast Fourier transform. All algorithms are implemented in MATLAB and are compared based on speed, memory use, and accuracy. An overall best algorithm is identified, which allows very large data sets to be processed quickly on a personal computer.
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- PublisherSpringer
- Publication date2012
- ISBN 10 1461454956
- ISBN 13 9781461454953
- BindingPaperback
- LanguageEnglish
- Number of pages53
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Fast Compact Algorithms and Software for Spline Smoothing
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Fast Compact Algorithms and Software for Spline Smoothing
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ISBN 10: 1461454956
ISBN 13: 9781461454953
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Fast Compact Algorithms and Software for Spline Smoothing investigates algorithmic alternatives for computing cubic smoothing splines when the amount of smoothing is determined automatically by minimizing the generalized cross-validation score. These algorithms are based on Cholesky factorization, QR factorization, or the fast Fourier transform. All algorithms are implemented in MATLAB and are compared based on speed, memory use, and accuracy. An overall best algorithm is identified, which allows very large data sets to be processed quickly on a personal computer. 56 pp. Englisch. Seller Inventory # 9781461454953
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