Fast Compact Algorithms and Software for Spline Smoothing

• Main Author: Weinert, Howard L. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Series: SpringerBriefs in Computer Science,
• Subjects: Statistics.; Computer mathematics.; Computer software.; Applied mathematics.; Engineering mathematics.; Statistics and Computing/Statistics Programs.; Signal, Image and Speech Processing.; Computational Science and Engineering.; Appl.Mathematics/Computational Methods of Engineering.; Mathematical Software.

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, Q...

Table of Contents:

• Introduction
• Cholesky Algorithm
• QR Algorithm
• FFT Algorithm
• Discrete Spline Smoothing.