3
Nonparametric Density Estimation
3.1
Motivation and Derivation
3.2
Statistical Properties
3.3
Smoothing Parameter Selection
3.4
Choosing the Kernel
3.5
Confidence Intervals and Confidence Bands
3.6
Multivariate Kernel Density Estimation