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Penalized Least Squares Fitting

von Golitschek, ManfredSchumaker, Larry — 2002

Serdica Mathematical Journal

* Supported by the Army Research Office under grant DAAD-19-02-10059. 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.

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