Weak max-sum equivalence for dependent heavy-tailed random variables

We consider real-valued random variables X 1 ,…, X n with corresponding distributions F 1 ,…, F n such that X 1 ,…, X n admit some dependence structure and n −1 ( F 1 +· · ·+ F n ) belongs to the class of dominatedly varyingtailed distributions. We establish weak equivalence relations among P ( S n...

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Veröffentlicht in:Lithuanian mathematical journal 2016, Vol.56 (1), p.49-59
Hauptverfasser: Dindienė, Lina, Leipus, Remigijus
Format: Artikel
Sprache:eng
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Zusammenfassung:We consider real-valued random variables X 1 ,…, X n with corresponding distributions F 1 ,…, F n such that X 1 ,…, X n admit some dependence structure and n −1 ( F 1 +· · ·+ F n ) belongs to the class of dominatedly varyingtailed distributions. We establish weak equivalence relations among P ( S n > x ), P (max{ X 1 ,…, X n } > x ), P (max{ S 1 ,…, S n } > x ), and ∑ k = 1 n F k ¯ x as x → ∞, where S k := X 1 + · · · + X k . Some copula-based examples illustrate the results.
ISSN:0363-1672
1573-8825
DOI:10.1007/s10986-016-9303-6