| Lecture | Date | Content | Evaluation |
| 1 | 8/24/20 | Syllabus and Introduction to the course details | |
| 2 | 8/26/20 | Topic 1. Basics of Probability Theory details | PS 1 |
| 3 | 8/31/20 | Topic 1. Basics of Probability Theory details | |
| 4 | 9/2/20 | Topic 2. Mathematical Expectation: Parts (I) details | |
| 5 | 9/7/20 | Labor Day | |
| 6 | 9/9/20 | Topic 2. Mathematical Expectation: Parts (II) details | PS 2 |
| 7 | 9/14/20 | Topic 2. Mathematical Expectation and Alternative Ways to Characterize Distribution details | PS 3 |
| 8 | 9/16/20 | Topic 3. Quantile Function details | |
| 9 | 9/21/20 | Topic 3. Quantile Function details | PS 3 |
| 10 | 9/23/20 | Topic 3. Quantile Function details | |
| 11 | 9/28/20 | Topic 4. Monte Carlo Simulation details | PS 4 |
| 12 | 9/30/20 | Topic 5. Parametric Distributions and Random Numbers details | PS 4 |
| 13 | 10/5/20 | Topic 5. Parametric Distributions and Random Numbers details | |
| 14 | 10/7/20 | Topic 6. Joint Distribution details | |
| 15 | 10/12/20 | Topic 6. Joint Distribution details | PS 5 |
| 16 | 10/14/20 | Topic 7. Conditional Distribution details | |
| 17 | 10/19/20 | Topic 7. Conditional Distribution details | |
| 18 | 10/21/20 | Midterm | |
| 19 | 10/26/20 | Topic 7. Conditional Distribution details | PS 6; Practice Questions |
| 20 | 10/28/20 | Topic 8. Conditional Expectation details | |
| 21 | 11/2/20 | Topic 8. Conditional Expectation details | PS 6; Practice Questions |
| 22 | 11/4/20 | Topic 9 and 10. Linear Regression (I): Basics and Derivations details | |
| 23 | 11/9/20 | Topic 11. Linear Regression (II): Approximation Tool and Alternative Methods | |
| 24 | 11/11/20 | Topic 12. Understanding OLS: Finite Sample Properties | |
| 25 | 11/16/20 | Topic 12. Understanding OLS: Finite Sample Properties | |
| 26 | 11/18/20 | Topic 13. Understanding OLS: Asymptotic Properties | |
| 27 | 11/23/20 | Topic 14. Hypothesis Testing | |
| 28 | 11/25/20 | Thanksgiving | |
| 29 | 11/30/20 | Topic 14. Hypothesis Testing | |
| 30 | 12/2/20 | Topic 14. Hypothesis Testing | |
| 31 | 12/7/20 | Topic 15. Violation (I): Endogeneity and IV Estimation details | |
| 32 | 12/9/20 | **Topic 15. ** Violation (I): Endogeneity and IV Estimation details | |
| 12/18/20 | Final |
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