That means we also should review old code. We haven't looked much at `links` since it was written 4 or 5 years ago.
not all have "non-standard" form
http://statsmodels.sourceforge.net/devel/generated/statsmodels.genmod.families.links.Logit.deriv.html

(not a big problem because it doesn't cause an error in the sphinx build)