I experienced this very same problem, and right-clicking the setup file, then Run As Administrator solved it. (Credit to @Igwilliams, who suggested this in the comments).
This was actually very frustrating for me, because I was logged in as an administrator, but apparently that still wasn’t enough, I had to do the Run as Administrator thing as well.