statistical sampling
In principle you can correct for a known bias. You can correct for several, but the more adjustments, the more noise in the estimation.
Now back to my original remark: do you honestly believe only 23% of the Princeton graduates are in the top 1% of the earners?
Between folks still in graduate school, in their early careers, people who have left the workforce to have kids or pursue lower paying jobs because they have financial security, you might end up with a smaller group than you expect putting in all the hours to make top 1% income.