Newly joined and was intrigued by your question so I thought I would try and break it out by
Adding (Bi) as bivariate Gaussian distribution AND (Ui) as univariate Gaussian distribution to represent it as a formula.
Assumptions:
(X,Y) equate to X and Y being together simultaneously, while (X)...