A roughness-penalty view of kernel smoothing
It has been shown that a smoothing spline estimate is an equivalent kernel estimate. In this paper, we show that both the Nadaraya-Watson and local linear kernel estimators are equivalent penalized estimators.
Year of publication: |
2001
|
---|---|
Authors: | Huang, Li-Shan |
Published in: |
Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 52.2001, 1, p. 85-89
|
Publisher: |
Elsevier |
Keywords: | Local polynomial fitting Nonparametric regression Smoothing spline |
Saved in:
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