Marketers are often interested in testing whether the mean vectors of multivariate distributions are equal. The test usually applied, one‐way MANOVA, assumes the distributions are multinormal. Unfortunately, this assumption is not supported in many studies. As an alternative, a nonparametric multivariate one‐way analysis of variance procedure is presented.
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Horrell et al. (1975) studied this question.