  Let $\Gamma$ be a simple graph and $I_\Gamma(x)$ its multivariate
independence polynomial. The main result of this paper is the characterization
of chordal graphs as the only $\Gamma$ for which the power series expansion of
$I_\Gamma^{-1}(x)$ is Horn hypergeometric.
