Abstract #301126

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JSM 2003 Abstract #301126
Activity Number: 319
Type: Topic Contributed
Date/Time: Wednesday, August 6, 2003 : 8:30 AM to 10:20 AM
Sponsor: IMS
Abstract - #301126
Title: A Roughness-Penalty View of Kernel Smoothing
Author(s): Li-Shan Huang*+
Companies: University of Rochester
Address: Dept. of Biostatistics, Rochester, NY, 14642-0001,
Keywords: onparametric regression ; kernel smoothing ; smoothing spline ; local linear regression
Abstract:

It has been shown that a smoothing spline estimate is an equivalent kernel estimate. We show that both the Nadaraya-Watson and local linear kernel estimators are equivalent penalized estimators.

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