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Selecting the Number of Knots for Penalized Splines
Home
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Selecting the Number of Knots for Penalized Splines
Selecting the Number of Knots for Penalized Splines
DR
David Ruppert
David Ruppert
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1 December 2002
journal article
Published by
Taylor & Francis
in
Journal of Computational and Graphical Statistics
Vol. 11
(4)
,
735-757
https://doi.org/10.1198/106186002321018768
Abstract
Penalized splines, or P-splines, are regression splines fit by least-squares with a roughness penalty.P-splines have much in common with smoothing splines, but the type of penalty used with a P-spl...
Keywords
ADDITIVE MODELS
FULL SEARCH
MYOPIC SEARCH
P-SPLINE
SMOOTHING
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Open Access
Cited by 38 articles