nonparametric kernel regression
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2019 ◽  
pp. 210-226
Author(s):  
Jeffrey S. Racine
Keyword(s):  
Machine Learning ◽  
Support Vector Machines ◽  
Kernel Regression ◽  
Support Vector ◽  
Machine Learning Method ◽  
Learning Method ◽  
Vector Machines ◽  
Nonparametric Kernel ◽  
Nonparametric Kernel Regression

This chapter covers two advanced topics: a machine learning method (support vector machines useful for classification) and nonparametric kernel regression.

Robust nonparametric kernel regression estimator

2016 ◽  
Vol 116 ◽  
pp. 72-79 ◽  
Author(s):  
Ge Zhao ◽  
Yanyuan Ma
Keyword(s):  
Kernel Regression ◽  
Regression Estimator ◽  
Nonparametric Kernel ◽  
Nonparametric Kernel Regression

scholarly journals Fast pixel-based optical proximity correction based on nonparametric kernel regression

2014 ◽  
Vol 13 (4) ◽  
pp. 043007 ◽  
Author(s):  
Xu Ma ◽  
Bingliang Wu ◽  
Zhiyang Song ◽  
Shangliang Jiang ◽  
Yanqiu Li
Keyword(s):  
Kernel Regression ◽  
Optical Proximity Correction ◽  
Nonparametric Kernel ◽  
Nonparametric Kernel Regression

scholarly journals An Introduction to Dimension Reduction in Nonparametric Kernel Regression

2014 ◽  
Vol 66 ◽  
pp. 167-196
Author(s):  
S. Girard ◽  
J. Saracco
Keyword(s):  
Dimension Reduction ◽  
Kernel Regression ◽  
Nonparametric Kernel ◽  
Nonparametric Kernel Regression
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