Tail asymptotics for exponential functionals of Lévy processes: The convolution equivalent case

We determine the rate of decrease of the right tail distribution of the exponential functional of a Levy process with a convolution equivalent Levy measure. Our main result establishes that it decreases as the right tail of the image under the exponential function of the Levy measure of the underlying Levy process. The method of proof relies on fluctuation theory of Levy processes and an explicit path-wise representation of the exponential functional as the exponential functional of a bivariate subordinator. Our techniques allow us to establish rather general estimates of the measure of the excursions out from zero for the underlying Levy process reflected in its past infimum, whose area under the exponential of the excursion path exceed a given value.

[1]  Victor Manuel Rivero Mercado,et al.  Recurrent extensions of self-similar Markov processes and Cramer's condition , 2007 .

[2]  S. Taylor,et al.  LÉVY PROCESSES (Cambridge Tracts in Mathematics 121) , 1998 .

[3]  Claudia Kluppelberg,et al.  Ruin probabilities and overshoots for general Lévy insurance risk processes , 2004 .

[4]  Extremal behavior of stochastic integrals driven by regularly varying Levy processes , 2007, math/0703802.

[5]  M. Yor,et al.  Exponential functionals of Levy processes , 2005, math/0511265.

[6]  Bert Zwart,et al.  Tail asymptotics for exponential function-als of L evy processes , 2006 .

[7]  Cramér’s estimate for a reflected Lévy process , 2005, math/0505246.

[8]  Patie Pierre,et al.  Infinite divisibility of solutions to some self-similar integro-differential equations and exponential functionals of Lévy processes , 2009 .

[9]  V. Rivero A law of iterated logarithm for increasing self-similar Markov processes , 2003 .

[10]  Anthony G. Pakes Convolution equivalence and infinite divisibility , 2004, Journal of Applied Probability.

[11]  Ken-iti Sato,et al.  Operator-selfdecomposable distributions as limit distributions of processes of Ornstein-Uhlenbeck type , 1984 .

[12]  D. R. Grey,et al.  Regular Variation in the Tail Behaviour of Solutions of Random Difference Equations , 1994 .

[13]  P. Embrechts,et al.  Comparing the Tail of an Infinitely Divisible Distribution with Integrals of its Levy Measure , 1981 .

[14]  Ken-iti Sato,et al.  Stationary processes of ornstein-uhlenbeck type , 1983 .

[15]  Sinaıˇ's condition for real valued Lévy processes , 2007 .

[16]  Pierre Patie,et al.  Law of the exponential functional of one-sided Lévy processes and Asian options , 2009, Comptes Rendus Mathematique.

[17]  Victor Rivero,et al.  Recurrent extensions of self-similar Markov processes and Cramér’s condition II , 2005 .

[18]  R. Doney,et al.  Fluctuation Theory for Lévy Processes , 2007 .

[19]  J. C. Pardo,et al.  On the future infimum of positive self-similar Markov processes , 2006, math/0604110.

[20]  A. Kyprianou Introductory Lectures on Fluctuations of Lévy Processes with Applications , 2006 .

[21]  S. Wolfe On a continuous analogue of the stochastic difference equation Xn=ρXn-1+Bn , 1982 .

[22]  Jean Bertoin,et al.  Cramér's estimate for Lévy processes , 1994 .

[23]  Bénédicte Haas Loss of mass in deterministic and random fragmentations , 2003 .

[24]  Victor Rivero,et al.  On the asymptotic behaviour of increasing self-similar Markov processes , 2009 .

[25]  M. Meerschaert Regular Variation in R k , 1988 .

[26]  Convolution Equivalence and Infinite Divisibility: Corrections and Corollaries , 2007, Journal of Applied Probability.

[27]  Toshiro Watanabe Convolution equivalence and distributions of random sums , 2008 .

[28]  Vincent Vigon,et al.  Simplifiez vos Lévy en titillant la factorisation de Wierner-Hopf , 2002 .