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Conditional independence among max-stable laws

  • University of Edinburgh
  • University of Mannheim

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Abstract

Let X be a max-stable random vector with positive continuous density. It is proved that the conditional independence of any collection of disjoint subvectors of X 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.
Original languageEnglish
JournalStatistics & Probability Letters
DOIs
Publication statusPublished - 31 Jan 2016

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