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arxiv: 1506.03927 · v2 · pith:QVF77YB2new · submitted 2015-06-12 · 🧮 math.PR

Conditional independence among max-stable laws

classification 🧮 math.PR
keywords independencemax-stableconditionalbroadcannotclasscollectioncomponents
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Let $X$ 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 $X$ 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.

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