Cramer Rao bound

$\mathrm{Var}(\hat{\theta })\ge \frac{1}{\mathcal{I}(\theta )}$ where $\mathcal{I}(\theta )$ is the Fisher Information. This allows us to find an optimal lower bound for the uncertainty of a Random variable.

• Write the derivation of this result