We have a r.v. ~

And I have worked out that the Cramer Rao Lower Bound for the var of any unbiased est of to be

Now, I'm given that

(in case there's any confusion, the sum is from i=1 to n, I'm not sure how to do that on LaTex)

How do I show that is a minimum variance unbiased estimator of ?