  It is known that if $f$ is an analytic self map of the complex upper
half-plane which also maps $\mathbb{R}\cup\{\infty\}$ to itself, and $f(i)=i$,
then $f$ preserves the Cauchy distribution. This note concerns three results
related to the above fact.
