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A Simple Smoothing Spline

 

作者: R.L. Eubank,  

 

期刊: The American Statistician  （Taylor Available online 1994）
卷期: Volume 48, issue 2  

页码: 103-106

 

ISSN:0003-1305

 

年代: 1994

 

DOI:10.1080/00031305.1994.10476033

 

出版商: Taylor & Francis Group

 

关键词: Fourier series;Frequency decomposition;Kernel estimators;Nonparametric regression

 

数据来源: Taylor

 

摘要:

A simple, closed-form expression is derived for a linear smoothing spline. Examples are given of how this can be used as a pedagogical tool to help students understand the properties of smoothing splines and compare them with other nonparametric estimators.

 

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