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Author Huang, Li-Shan
Source CiteSeerX
Content type Text
File Format PDF
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Roughness-penalty View ♦ Smoothing Spline Estimate ♦ Roughness-penalty Point ♦ Local Linear Kernel Estimator ♦ Equivalent Kernel Estimate
Abstract 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 can be interpreted from a roughness-penalty point of view.
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research
Education Level UG and PG ♦ Career/Technical Study
Publisher Date 1999-01-01