Theory A has probability X of occurring. Another possibility is that theory B is what's really happening, but that has a much lower probability Y of occurring.

Theory A has probability X of occurring. Another possibility is that theory B is what's really happening, but that has a much lower probability Y of occurring. X > Y, ergo A must be what's really going on. QED.