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Title: Penalized Least Squares Fitting
Authors: von Golitschek, Manfred
Schumaker, Larry
Keywords: Penalized Least Squares
Tikhonov Regularization
Spline Approximation
Issue Date: 2002
Publisher: Institute of Mathematics and Informatics Bulgarian Academy of Sciences
Citation: Serdica Mathematical Journal, Vol. 28, No 4, (2002), 329p-348p
Abstract: Bounds on the error of certain penalized least squares data fitting methods are derived. In addition to general results in a fairly abstract setting, more detailed results are included for several particularly interesting special cases, including splines in both one and several variables.
Description: * Supported by the Army Research Office under grant DAAD-19-02-10059.
ISSN: 1310-6600
Appears in Collections:Volume 28 Number 4

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