In my advanced econometrics course, we constructed models to determine income on factors similar to this (less arbitrary, of course) based on data from yearly occuring state survey with about 3,000 participants over 25+ years. The numbers this test produces is actually pretty close to the model I came up with.
But I'm only worth $1,755,000 so what would i know.