Cramér theorem

For independent identically distributed real random variables, the empirical mean satisfies a large-deviation principle with rate function given by the Legendre transform of a cumulant-generating function.

Exponential tilting by $\theta$ replaces a law $P$ byUnder the tilted law, the mean is ${\psi }^{\prime }(\theta )$ whenever the derivative exists.