Chapter 2 — Statistical Predictive Models

Advanced Business Analytics

Prof. Xuhu Wan

What’s in this chapter

4 sections, each ~15-20 minutes:

1. Supervised Frame and Multiple Linear Regression
2. Diagnostics, Transformations, and Interactions
3. Variable Selection, CV, and Regularisation
4. PCA, Factor Models, and Tree Ensembles