Y2 - Introduction to Econometrics

Inhoud

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1. Week 3:
2. L7: Non linear regression functions
3. 7.1. Example: Returns to education and experience
4. 7.2. Why non-linear regression functions?
5. 7.3. Non-linearity: Effect depends on value of variable
6. 7.4. Non-linearity: Natural logarithmic transformation of dependent variable
7. 7.5. Non-linearity: Other natural logarithmic transformation
8. 7.6. Non-linearity: Interaction effects
9. 7.7. When does OLS fail?
10. 7.8. Exercise- nonlinear regression functions
11. L8: Internal and external validity
12. 8.1. Internal validity of causal models
13. 8.2. Omitted variables bias
14. 8.3. Errors-in-variables
15. 8.4. Sample selection bias
16. 8.5. Simultaneous causality
17. 8.6. Functional form misspecificationand Inconsistent standard errors
18. 8.7. Internal and external validity for forecasting
19. 8.8. Exercise