Fast Compact Algorithms and Software for Spline Smoothing - Couverture souple

Livre 46 sur 322: SpringerBriefs in Computer Science

Weinert, Howard L. L.

 
9781461454953: Fast Compact Algorithms and Software for Spline Smoothing

Synopsis

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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Autres éditions populaires du même titre

9781461454977: Fast Compact Algorithms and Software for Spline Smoothing

Edition présentée

ISBN 10 :  1461454972 ISBN 13 :  9781461454977
Editeur : Springer, 2012
Couverture souple