A euphemism for atheist. Used to lessen the negative connotations behind the term atheist.
I'm an atheist, but I call myself a hooraytheist so I don't offend my super-religious friends.
From the simpsons. An atheist who converts to Christianity.
G.K. Chesterton is a notible hooraytheist, as is C.S. Lewist.