Homepage for Nonparametric function estimation (354712001 Fall 2025)
Handouts
Link(s)
課程大綱
Fall 2024 課程網站
Handouts
Kernel regression
Evaluation of a nonparametric function estimator
Kernel density estimation
Function approximation using basis functions
B-splines
Density estimation based on basis function approximation
Regression using tensor basis functions