If there's a person who won't be playing (let's call them moderator) then you can instead have everyone play rock-paper-scissors against them at the same time.
It works pretty well for large crowds.
Everyone draws at the same time and if you don't beat the moderator's hand then you sit down.
And then you just keep going until there's only one non-moderator left standing.