Asymptotic equivalence for time continuous additive processes and their discrete counterpart - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2013

Asymptotic equivalence for time continuous additive processes and their discrete counterpart

Pierre Etoré
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Sana Louhichi
Ester Mariucci
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Résumé

We establish the global asymptotic equivalence between a pure jumps Lévy process with unknown Lévy measure $\nu$ and a sequence of independent Poisson random variables with parameters depending on $\nu$. Combining this result with the one in Brown and Low (1996), we deduce an asymptotic equivalence between an additive process with unknown drift and Lévy measure and a discrete model composed by a non-parametric regression plus some independent Poisson random variables.
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Dates et versions

hal-00827173 , version 1 (29-05-2013)
hal-00827173 , version 2 (19-09-2013)

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Pierre Etoré, Sana Louhichi, Ester Mariucci. Asymptotic equivalence for time continuous additive processes and their discrete counterpart. 2013. ⟨hal-00827173v1⟩
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