Distributional representations and dominance of a Lévy process over its maximal jump processes

Distributional identities for a Lévy process Xt, its quadratic variation process Vt and its maximal jump processes, are derived, and used to make "small time" (as t ↓ 0) asymptotic comparisons between them. The representations are constructed using properties of the underlying Poisson poin...

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Veröffentlicht in:Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability 2016-11, Vol.22 (4), p.2325-2371
Hauptverfasser: BUCHMANN, BORIS, FAN, YUGUANG, MALLER, ROSS A.
Format: Artikel
Sprache:eng
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Zusammenfassung:Distributional identities for a Lévy process Xt, its quadratic variation process Vt and its maximal jump processes, are derived, and used to make "small time" (as t ↓ 0) asymptotic comparisons between them. The representations are constructed using properties of the underlying Poisson point process of the jumps of X. Apart from providing insight into the connections between X, V, and their maximal jump processes, they enable investigation of a great variety of limiting behaviours. As an application, we study "self-normalised" versions of Xt, that is, Xt after division by sup₀
ISSN:1350-7265
DOI:10.3150/15-BEJ731