From my memory and old age of almost 58... I remember the song going something like this...

Oh Mister Moon, Moon, Bright and silvery moon,
Hiding behind that tree...
I'm goanna shoot that possum with my big shoot gun,
Shoot that possum before he starts to run.
On Mr.. Moon, Moon, Bright and silvery moon,
Hiding behind that tree, shine down for me.