4 Nonparametric Regression
4.1 Univariate Kernel Regression
4.2 Other Smoothers
4.3 Smoothing Parameter Selection
4.4 Confidence Regions and Tests
4.5 Multivariate Kernel Regression
4.5.1 Statistical Properties
4.5.2 Practical Aspects