Week 6: Sep 30 – Oct 4

Weekly Objectives

Previously we introduced KNN, which is a type of local averaging approach. In this week, we will introduce a general formulation for local estimations, defined using the concept of kernel functions. To improve smoothness, we introduce local polynomial.

Lecture Notes and R Examples

Additional Readings

Homework