The asymptotic distribution of a cluster-index for i.i.d. normal random variables

Abstract

In a sample variance decomposition, with components functions of the sample's spacings, the largest component In is used in cluster detection. It is shown for normal samples that the asymptotic distribution of In is the Gumbel distribution.

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