I usually grow a full beard and mustache. I've done a stache a few times, but I'm so bad at trimming them that I get one side shorter than the other and off it goes.
One thing I've done that's been successful is to grow a beard is September and October. Then shave it for Halloween and any costume you choose, no one will recognize you because they remember you with a beard.