Presents the classic lectures in econometric theory. Starting with the linear regression model, least squares, Gauss-Markov theory & the principles of econometrics, this book guides the introductory student to an advanced stage of ability. It covers multicollinearity & reduced-rank estimation, & the treatment of linear restrictions.