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Let P be a general probability distribution on R p , which need not have a density or moments. We investigate the relation between angular symmetry of P (a.k.a. directional symmetry) and the halfspace (Tukey) depth. When P is angularly symmetric about some θ 0 we derive the expression of the maximal Tukey depth. Surprisingly, the converse also holds, hence angular symmetry is completely...
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