072 CAPM: What is beta?
ri = βi*rmarket + αi
- αi is information unique to the stock
- Maybe it's exploitable
- E(αi) = 0
- Assume:
ri(t) = βi*rm(t) + αi
- Use linear regression to find βi and αi
- Beta & correlation are different
- Two assets may be correlated but have different correlation
- Correlation goes from -1 to 1
- Correlation measures the width of the point cloud
- CAPM:
- ri(t) = βi*rm(t) + αi
- ri(t) = βi*rm(t) + random
- E(αi) = 0
- Active Portfolio Management View:
- ri(t) = βi*rm(t) + αi
- αi is somewhat predictable, therefore exploitable