Linear Regression ModelExplores the linear regression model, OLS properties, hypothesis testing, interpretation, transformations, and practical considerations.
Model Selection: Least SquaresExplores model selection in least squares regression, addressing multicollinearity challenges and introducing shrinkage techniques.