Beginner
Econometrics
Econometrics. Covers Foundations of Econometric Thinking, Linear Regression and Estimation, Inference, Diagnostics, and Model Selection.
Course Curriculum
- Translate Economic Questions into Econometric Models
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Identify Data, Variables, and Assumptions
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Specify and Interpret the Linear Regression Model
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Estimate OLS Coefficients and Assess Fit
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Test Coefficient Significance and Build Confidence Intervals
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Check Model Assumptions and Compare Specifications
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Use Instrumental Variables for Causal Estimates
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
- Apply Difference-in-Differences to Policy Evaluation
-
- Slide 1
- Slide 2
- Slide 3
- Slide 4
- Slide 5
- Slide 6
- Slide 7
Instructor
Atikur Rahman
Course Instructor