Before revision:  We introduce a concordance ordering for two random vectors with given within-dependence structures and generalize Spearman's rho to random vectors. Finally, we construct empirical vector copulas and show their consistency under mild conditions .
After revision:  The use of vector copulas is illustrated with a stylized analysis of international financial contagion .