Homework 2: One Dataframe

1. What is the total withdrawn IPO value (in $ millions) for the company class with the highest total withdrawal value? (2 points)

2. What is the median Sharpe ratio (as of 11 September 2026) for companies that went public before 1 September 2025? (3 points)

3. What is the optimal number of months (1 to 12) to hold a newly IPO'd stock in order to maximize the median growth value? (3 points)

4. What is the total profit (in $ thousands) you would have earned by investing $1000 every time a stock was oversold (RSI < 30)? (2 points)

5. How would you change the strategy if you want to increase profitability? (1 point)