1. Week |
Introduction to Econometrics |
Verbal Expression Visual Presentation |
2. Week |
Simple Regression – Least Squares Method, Assumptions and Operation |
Verbal Expression Visual Presentation Preparation, After Class Study |
3. Week |
Simple Regression – Least Squares Method, Assumptions and Operation |
Preparation, After Class Study Visual Presentation Verbal Expression |
4. Week |
Simple Regression – Parameter Significance Tests, Practice |
Preparation, After Class Study Visual Presentation Verbal Expression |
5. Week |
Desired Features of LCM Estimators, Hypothesis Tests, Estimation and Practice |
Visual Presentation Preparation, After Class Study Verbal Expression |
6. Week |
Multiple Regression Analysis – Model, Estimation and Interpretation, Practice |
Verbal Expression Preparation, After Class Study Visual Presentation |
7. Week |
Multiple regression analysis: Expected value and variance of LCM estimators, Gauss-Markov theorem |
Preparation, After Class Study Visual Presentation Verbal Expression |
8. Week |
MIDTERM EXAM |
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9. Week |
Multiple Regression Analysis – Significance Tests, Confidence interval, hypothesis testing for linear combinations of parameters, multiple linear constraint testing |
Visual Presentation Preparation, After Class Study Verbal Expression |
10. Week |
Multiple regression analysis: Effect of scaling of data on LCM estimators and functional forms, selection of explanatory variables, analysis of estimation and errors, practice |
Verbal Expression Preparation, After Class Study Visual Presentation |
11. Week |
Deviations from Basic Assumptions, Multicollinearity, Heteroscedasticity |
Visual Presentation Preparation, After Class Study Verbal Expression |
12. Week |
Deviations from Basic Assumptions, Autocorrelation |
Verbal Expression Visual Presentation Preparation, After Class Study |
13. Week |
Functional Forms in Regression Models |
Preparation, After Class Study Verbal Expression Visual Presentation |
14. Week |
Solution of Regression Model with Matrices, Practice |
Verbal Expression Research Visual Presentation |