Code: 01428301

Fast Compact Algorithms and Software for Spline Smoothing

Name: Fast Compact Algorithms and Software for Spline Smoothing
Brand: Springer-Verlag New York Inc.
SKU: 01428301
Price: 37.17 EUR
Availability: InStock
Author: Howard L. Weinert
ISBN: 9781461454953

by Howard L. Weinert

Language: English
Binding: Paperback
Number of pages: 45
Publisher: Springer-Verlag New York Inc., 2012
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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.