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We discuss two‐sample global permutation tests for sets of multivariate ordinal data in possibly high dimensional set‐ups, motivated by the analysis of data collected by means of the World Health Organization's ‘International classification of functioning, disability and health’. The tests do not require any modelling of the multivariate dependence structure. Specifically, we consider testing for...