SpringerBriefs in Computer Science

Fast Compact Algorithms and Software for Spline Smoothing

Authors: Weinert, Howard L.

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4614-5496-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $39.95
price for USA
  • ISBN 978-1-4614-5495-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

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.

Table of contents (5 chapters)

Buy this book

eBook $29.99
price for USA (gross)
  • ISBN 978-1-4614-5496-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $39.95
price for USA
  • ISBN 978-1-4614-5495-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Fast Compact Algorithms and Software for Spline Smoothing
Authors
Series Title
SpringerBriefs in Computer Science
Copyright
2013
Publisher
Springer-Verlag New York
Copyright Holder
The Author(s)
eBook ISBN
978-1-4614-5496-0
DOI
10.1007/978-1-4614-5496-0
Softcover ISBN
978-1-4614-5495-3
Series ISSN
2191-5768
Edition Number
1
Number of Pages
VIII, 45
Number of Illustrations and Tables
2 b/w illustrations, 5 illustrations in colour
Topics