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Conditional independence among max-stable laws

Probability 2015-09-18 v2

Abstract

Let XX be a max-stable random vector with positive continuous density. It is proved that the conditional independence of any collection of disjoint sub-vectors of XX given the remaining components implies their joint independence. We conclude that a broad class of tractable max-stable models cannot exhibit an interesting Markov structure.

Keywords

Cite

@article{arxiv.1506.03927,
  title  = {Conditional independence among max-stable laws},
  author = {Ioannis Papastathopoulos and Kirstin Strokorb},
  journal= {arXiv preprint arXiv:1506.03927},
  year   = {2015}
}

Comments

9 pages

R2 v1 2026-06-22T09:52:24.419Z