ABSTRACT
Classical multivariate statistics is based on the multivariate Gaussian distribution. This however, is mostly mathematical convenience, because the multivariate Gaussian distribution generally cannot be justified as a stochastic or physical mechanism. If variables can be considered as coming from sums or averages of many unmeasured quantities, then maybe the Central Limit Theorem provides a justification via an approximation.
