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101regressions
Advanced Data Analytics in Business
1. Introduction
2. An intro to R and RStudio
3. Regression Models
3.1 Clustered Errors in Weighted LS
3.2 Regression recap
3.3 Margins
4. Difference-in-Differences
5. Counterfactuals
6. Interrupted Time Series Analysis
7. Categorical Data Models
8. Matching & Treatment Effects
9. Regression Discontinuity Design
X. Instrumental Variables
X1. Oaxaca-Blinder Decomposition
2. Assignments
Research Topics
3. Miscellaneous
4. Docs
101regressions
3. Miscellaneous
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