They had enough for her to pay to attend university, which is certainly more than most. (Obviously, I'm referring to university of the price tag similar to Stanford.)

What precisely in the Wikipedia article you linked to made you suspect that her parents aren't rich? I saw, 'One of her ancestors was a founder of the Fleischmann's Yeast company', and immediately thought old money.