Correlates? Sure. Causes? I strongly doubt it. Drop a million bucks on Joe Blow and see how things turn out.
I see the milieu of having semi-affluent parents--being steeped in the ins-and-outs of business, law, assets, broader social ties, and higher social standing--as a far more powerful edge than a wad of cash.