Documentation Improvements

Preview:
http://www.stsci.edu/~lbradley/photutils/
I think this magic factor of 1.48 has come up before ... @bsipocz has used it for some other example in the docs.
Could you please give it a name and put it somewhere and import it here?
Not sure where it fits best ... probably `astropy.stats`, no?