M. Braverman et G. Samorodnitsky, FUNCTIONALS OF INFINITELY DIVISIBLE STOCHASTIC-PROCESSES WITH EXPONENTIAL TAILS, Stochastic processes and their applications, 56(2), 1995, pp. 207-231
We investigate the tail behavior of the distributions of subadditive f
unctionals of the sample paths of infinitely divisible stochastic proc
esses when the Levy measure of the process has suitably defined expone
ntially decreasing tails. It is shown that the probability tails of su
ch functionals are of the same order of magnitude as the tails of the
same functionals with respect to the Levy measure, and it turns out th
at the results of this kind cannot, in general, be improved. In certai
n situations we can further obtain both lower and upper bounds on the
asymptotic ratio of the two tails. In the second part of the paper we
consider the particular case of Levy processes with exponentially deca
ying Levy measures. Here we show that the tail of the maximum of the p
rocess is, up to a multiplicative constant, asymptotic to the tail of
the Levy measure. Most of the previously published work in the area co
nsidered heavier than exponential probability tails.