The Entropy Method in Large Deviation Theory

This paper illustrates the power of the entropy method in addressing problems from large deviation theory. We provide the entropy proofs for Cramer's theorem and Sanov's theorem which are the most fundamental results in large deviation theory. Moreover, by the entropy method, we also strengthen Sanov's theorem to the strong version.