For a spherically symmetric multivariate normal random sample, the asymptotic distribution of the largest interpoint Euclidean distance is derived. The number of interpoint distances exceeding a high level is shown to have a limiting Poisson distribution.
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Matthews et al. (1993) studied this question.
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