When is the rate function of a random vector strictly convex?

Abstract

We give a necessary and sufficient condition for strict convexity of the rate function of a random vector in ${\mathbb{R}}^d$. This condition is always satisfied when the random vector has finite Laplace transform. We also completely describe the effective domain of the rate function under a weaker condition.