I will be impressed if someone can get this. I will also be impressed if someone can explain why this problem is of great interest.

Two correlated random variables and are Bivariate normal

~ Where is the Variance Covariance matrix.

Given samples the likelihood function is:

(Assume )

Some useful information:

Find the MLE and asymptotic variance.