  Free exponential families have been previously introduced as a special case
of the q-exponential family. We show that free exponential families arise also
from a procedure analogous to the definition of exponential families by using
the Cauchy-Stieltjes kernel instead of the exponential kernel. We use this
approach to re-derive several known results and to study further similarities
with exponential families and reproductive exponential models.
