Asymptotic Distribution of the Normal Sample Range
Peter Matthews, Andrew L. Rukhin · The Annals of Applied Probability · 1993
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.