[STA501] Data-based Decision Making
Course ID | STA501 |
---|---|
Program | Business Adminstration, Data Science |
Level | Bachelor, Master |
Term | 1st |
Credit | 5 |
Method | Online |
The course runs through basic concepts in Microeconomics that are key frameworks in data-based decision making. With the benefit of applied statistical models widely used in microeconomics literature, such as treatment effects, diffs-and-diffs, and propensity score matching, microeconomic theories are re-accessed in terms of data analysis. Economics topics discussed will be
- Comparative advantage
- Consumer choice
- Demand/Supply curve estimation
- Diffs-and-diffs
- Partial effect
Some of the business cases that we will apply above economics topics are
- Hite-Jinro: Beer and spirit, are they complements?
- Top school admission: Is it really DNA? or is it money?
- Salary negotiation: Why my salary won’t go up?