Copula-based orderings of multivariate dependenceCopula-based orderings of multivariate dependence
Faculty of Social Sciences. Sociology
Herman Deleeck Centre for Social Policy
Louvain-la-Neuve :Center for Operations Research and Economics, 2010[*]2010
Core discussion paper ; 2010:12
University of Antwerp
In this paper I investigate the problem of defining a multivariate dependence ordering. First, I provide a characterization of the concordance dependence ordering between multivariate random vectors with fixed margins. Central to the characterization is a multivariate generalization of a well-known bivariate elementary dependence increasing rearrangement. Second, to order multivariate random vectors with nonfixed margins, I impose a scale invariance principle which leads to a copula-based concordance dependence ordering. Finally, a wide family of copula-based measures of dependence is characterized to which Spearmanís rank correlation coefficient belongs.