Introduction and Simple Linear Regression
Multiple Linear Regression - model + LS estimators
Hypotheses Tests in Multiple Linear Regression
Confidence and Prediction Intervals in Multiple Linear Regression
Dealing with Model Violations -- R-Script for Examples -- The Data
R code for interaction model (prestige - income - type)
Ridge Regression -- R-Script for example
On Mean, Variance, and Covariance