9: The Linear Model

Coming soon.

Topics

• Simple and multiple linear regression
• Ordinary least squares (OLS)
• Model assumptions
• Gauss-Markov theorem (BLUE)
• Residuals and fitted values
• Coefficient of determination (R²)