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Fast Compact Algorithms and Software for Spline Smoothing by Howard L. Weinert 9781461454953
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Fast Compact Algorithms and Software for Spline Smoothing by Howard L. Weinert 9781461454953

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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.

Book Information
ISBN 9781461454953
Author Howard L. Weinert
Format Paperback
Page Count 45
Imprint Springer-Verlag New York Inc.
Publisher Springer-Verlag New York Inc.

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