Multivariate Gaussian distribution

A multivariate Gaussian distribution has density proportional to $\exp [-(x-\mu {)}^T{\Sigma }^{-1}(x-\mu )/2]$. Its mean is $\mu$ and its covariance matrix is $\Sigma$.