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On the supremum and its location of the standardized uniform empirical process

Probability 2025-12-22 v1 Statistics Theory Statistics Theory

Abstract

We show that the maximizing point and the supremum of the standardized uniform empirical process converge in distribution. Here, the limit variable (Z, Y ) has independent components. Moreover, Z attains the values zero and one with equal probability one half and Y follows the Gumbel-distribution.

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Cite

@article{arxiv.2512.17674,
  title  = {On the supremum and its location of the standardized uniform empirical process},
  author = {Dietmar Ferger},
  journal= {arXiv preprint arXiv:2512.17674},
  year   = {2025}
}

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6 pages