I think white privilege is in contrast to being not white. Statistically, you can think of it as a, for example, 1% effect that gets added to another 1% effect that gets added to another 1% effect and so on. Add enough of these effects and you have a pretty big impact.

Even accounting for the racial makeup of those states, I know far more white people than non-white people from poor states who are now making great money.