How do we pick the right data sample?

Sticking with linear.  One more choice.

kids, etc.

employed people

sample selectivity

Are men and women the same?

The Chow Test

The role of dummy variables

Full set of dummy variables -> restrict to intercepts

(get better slope estimate)

What if the sample is picked for us?  Sample Selectivity.