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Regression analysis / Statistics / Estimation theory / Nonparametric statistics / Parametric statistics / Polynomial regression / Local regression / Decision tree learning / Kernel regression / Ordinary least squares / Nonparametric regression / Linear regression
Date: 2012-12-13 10:18:43
Regression analysis
Statistics
Estimation theory
Nonparametric statistics
Parametric statistics
Polynomial regression
Local regression
Decision tree learning
Kernel regression
Ordinary least squares
Nonparametric regression
Linear regression

Chapter 5 Local Regress ion Trees In this chapter we explore the hypothesis of improving the accuracy of regression trees by using smoother models at the tree leaves. Our proposal consists of using local regression model

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