The game is not "nose goes," although that is an option for the game. "Nose goes" indicates that touching your nose means you go, which is exactly what you are trying to avoid. This is another version for experienced no nose goes-ers where the over-ambitious are the first to touch their nose and then lose.
See nonosegoes.com for official rules.
Johnny: No I did it yesterday! It's Bobby's turn!
Bobby: Nuh uh! No nose goes! *touches nose*
Sally: *touches nose*