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Principle of Duality in Cubic Smoothing Spline

Fitting a cubic smoothing spline is a typical smoothing method. This paper reveals a principle of duality in the penalized least squares regressions relating to the method. We also provide a number of results derived from them, some of which are illustrated by a real data example.

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Autori principali: Ruixue Du, Hiroshi Yamada
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2020-10-01
Serie:Mathematics
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Accesso online:https://www.mdpi.com/2227-7390/8/10/1839
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