see http://en.wikipedia.org/wiki/Multiva...l_distribution

the point is that, the y's will be a trivariate normal, so all you need to do is compute the

mean and variance of that vector. The mean will be zero, since the mean of the X vector is zero.

Next you need the variance/covariance matrix of the Y's