There's also this wonderful disclaimer:
>Summary statistics from the AngelList dataset of 684 nonnegative investments that we consider in this paper.
Given that 90% of startups fail, they are are looking at the top 10% investments. I am pretty certain if you hand-pick the 10% top-performing public stocks, you will also get great numbers. The problem is, this only works in retrospective.