1. The nature of econometrics and economic data 2. The simple regression model 3. Multiple regression analysis: estimation 4. Multiple regression analysis: inference 5. Nonlinear regression using linear multiple regression. 6. Discrete choice 7. Instrumental variables estimation and two stages least squares