It actually depends a bit on what I'm playing. I sit further back if the piece covers a greater range of the keyboard, or if there's a bit of cross hands work
Aren't most beginners taught to put their hands straight out so that their fists touch the letters of the piano brand?
I put mine a little less than a foot away from the key bed.