What you'll be able to do
- Calculate an OLS β and μ by hand from a few training log prices.
- Explain what rolling OLS and a Kalman filter assume, and what you must fix before testing.
- Spot the three notebook errors that change β: the wrong direction, a missing constant and settings tuned on test data.