I always use an anti-static mat and wriststrap, on wood floor. I got the pair for like $7-8 at Frys, not a bad investment, esp considering the cost the computer parts. -_-
Although, side note, I have a friend who's built 3 of his $2k+ gaming rigs all on carpet without antistatic equipment. >.<