The math behind percentage change
Key facts: The log of a product is the sum of the logs.
for small .
- Take a log (natural) regression.
-
- Increase x by percent, how does ln(y) shift?
-
-
-
- How much did ln(y) shift?
- .
- .
- .
- .
- .
- Finally: percentage change in y is .