Solution (source code)

= Solution

Under regularity,
$$
\sqrt n(\widehat\theta_n-\theta)\Rightarrow N(0,I(\theta)^{-1}),
\qquad I(\theta)=E_\theta[(\partial_\theta\log f(X;\theta))^2].
$$