Great post. I love QR it needs to be better known because often there are subgroups hiding in real data and normal regression methods jsut cover them up.

Some questions on the data ;-)
After 15 years the distributons look bimodal…
Are there two groups here?
Tenure/non-tenure perhaps?
Ivy-league vs state colleges...