That’s some really interesting analysis Data10 and certainly very clear with respect to the (lack of) incremental value of SAT scores beyond grades, at least in predicting graduation rate and college GPA.
Of course for graduation rate at the top private colleges specifically, there is not much variance to explain as almost everyone who enters, graduates e.g. 90% 4 year graduation rate at Princeton.