English

Concentration of norms of random vectors with independent $p$-sub-exponential coordinates

Probability 2025-12-16 v4

Abstract

We present examples of pp-sub-exponential random variables for any positive pp. We prove two types of concentration of standard pp-norms (22-norm is the Euclidean norm) of random vectors with independent pp-sub-exponential coordinates around the Lebesgue LpL^p-norms of these pp-norms of random vectors. In the first case p1p\ge 1, our estimates depend on the dimension nn of random vectors. But in the second one for p2p\ge 2, with an additional assumption, we get an estimate that does not depend on nn. In other words, we generalize some know concentration results in the Euclidean case to cases of the pp-norms of random vectors with independent pp-sub-exponential coordinates.

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Cite

@article{arxiv.1909.06776,
  title  = {Concentration of norms of random vectors with independent $p$-sub-exponential coordinates},
  author = {Krzysztof Zajkowski},
  journal= {arXiv preprint arXiv:1909.06776},
  year   = {2025}
}

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12 pages