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Economics
Foundational Economics
Econometrics
1. Introduction to Econometrics
2. Review of Probability and Statistics
3. The Simple Linear Regression Model
4. The Multiple Linear Regression Model
5. Model Specification and Functional Forms
6. Qualitative Information and Dummy Variables
7. Violations of Classical Assumptions
8. Endogeneity and Instrumental Variables
9. Model Selection and Specification Testing
10. Limited Dependent Variable Models
11. Time Series Econometrics
12. Panel Data Econometrics
13. Causal Inference and Program Evaluation
14. Advanced Econometric Topics
15. Computational Econometrics
15.
Computational Econometrics
15.1.
Statistical Software Overview
15.1.1.
Command-line vs. GUI Interfaces
15.1.2.
Reproducible Research Practices
15.1.3.
Data Management
15.2.
Simulation Methods
15.2.1.
Monte Carlo Simulation
15.2.2.
Bootstrap Simulation
15.2.3.
Simulation-Based Inference
15.3.
Numerical Optimization
15.3.1.
Maximum Likelihood Estimation
15.3.2.
Gradient-Based Methods
15.3.3.
Derivative-Free Methods
15.4.
Large Sample Methods
15.4.1.
Asymptotic Theory Applications
15.4.2.
Finite Sample Corrections
15.4.3.
Robust Inference Methods
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14. Advanced Econometric Topics
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1. Introduction to Econometrics