The course covers the fundamental tools in the econometrics of the linear and nonlinear regression models. Least squares estimation and hypothesis testing are studied in depth. The implications for estimation and inference of non-linearity, measurement error, multicollinearity, endogeneity, heteroskedasticity and autocorrelation are studied.