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Fast Compact Algorithms and Software for Spline Smoothing

Fast Compact Algorithms and Software for Spline Smoothing

Fast Compact Algorithms and Software for Spline Smoothing Paperback / softback - 2012 - 2013th Edition

by Howard L. Weinert

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Paperback / softback. New. 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.
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Details

  • Title Fast Compact Algorithms and Software for Spline Smoothing
  • Author Howard L. Weinert
  • Binding Paperback
  • Edition number 2013th
  • Edition 2013
  • Condition New
  • Pages 45
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Publication date 2012-10-11
  • Illustrated Yes
  • Features Illustrated
  • Bookseller's Inventory # B9781461454953
  • ISBN 9781461454953 / 1461454956
  • Weight 0.2 lbs (0.09 kg)
  • Dimensions 9.21 x 6.14 x 0.12 in (23.39 x 15.60 x 0.30 cm)
  • Themes
    • Aspects (Academic): Applied/Practical
  • Category Mathematics
  • Library of Congress Catalogue Number 2012948342
  • Dewey Decimal Code 621.382
  • Quantity available 10

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Reader reviews for Fast Compact Algorithms and Software for Spline Smoothing

From the publisher

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.
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