Where is the covariance matrix and is the vector formed by the means of the random variables.

           Remark

• The properties of the two-dimensional Gaussian random variables can be extended to multiple jointly Gaussian random variables.



• If are jointly Gaussian, then the marginal PDF of each of is Gaussian.



• If the jointly Gaussian random variables are uncorrelated, then are independent also.