How Are Scholarships Calculated into Financial Aid?

An apparently common case is limited stacking, where merit or outside scholarships can stack with FA grants up to the amount of unmet need, student loans, and student work that would otherwise be in the FA package (see the Stanford and UCSD examples in reply #3).