Past exam of the mathematics course of the University of Cambridge / 2001 / iii / Paper 26 / 2 / d

Use the standard Hausdorff state-space convention, so compact sets are closed. Let $F$ be any closed set and choose $K_M$ from exponential tightness. The weak large deviation principle applies to the compact set $F\cap K_M$, whileThe principle of the largest exponential term givesLet $M\to \infty$. This is the full closed-set upper bound; the open-set lower bound was already present.

For goodness, fix $r<\infty$ and choose $M>r$. The complement $K_M^c$ is open. Its lower bound and its exponential-tightness upper estimate implyThus ${\inf }_{K_M^c}I\ge M$ and $\{I\le r\}\subset K_M$. Lower semicontinuity makes this sublevel set closed, so it is a closed subset of a compact set and therefore compact. This proves that exponential tightness upgrades a weak large deviation principle to the full principle with the same good rate function.