NIST section 6.5.4.2 on Multivariate Normality
Wikipedia.org entry on Multivariate Normality
Noteworthy fact:
If there are two response variables and each can be shown to be individually normally distributed (univariate normality), this is no guarantee that the bivariate (joint) distribution will have multivariate normality.