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Fast Compact Algorithms And Software For Spline Smoothing(2013 Edition)

Authors:

Howard L. Weinert

Free fast compact algorithms and software for spline smoothing 2013 edition howard l. weinert 1461454956,
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Book details

ISBN: 1461454956, 978-1461454953

Book publisher: Springer

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Book Summary: 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.