Just because YC invests successfully doesn't mean this research will be good. It's possible that finding common traits to successful entrepreneurs is achievable, but just wasn't achieved by this team.

NOTE: I'm just pointing this out. I haven't read the report, and even if I had, I still wouldn't be even close to qualified to talk about whether it is valid or not.