For a refutation, see Occam's Razor.

The idea is, "Given the set of solutions to a given question, the best one is the simplest one." The solution of "there is no god, and all things are the the result of the principles of physics" is much simpler than any theology I've ever heard of.

I suppose I should note that I consider myself agnostic, not atheist.