Week # 1-2: Regression Analysis using Matrix Notation

The multiple regression (K-variable) model in matrix format

Least-Squares estimation procedure in matrix notation

Hypothesis testing using matrix approach

Time as an explanatory variable, Regression on Dummy variables, Dummy variable trap, Chow test, Specification bias and Errors in variables, Estimation with endogenous lagged variables, Restricted Least Squares