Several standard texts (Anderson, Muirhead) state that for the rank deficient variant of a Wishart matrix, no density exists. However, it is always possible to build a rank deficient Wishart matrix generation routine and use it to evaluate empirical estimates of such a density (in the multivariate sense) over an ever increasing set of exemplars. To what does this sequence of empirical estimates converge in the limit of infinite exemplar count?