We study the small deviation problem logℙ(sup t∈[0, 1]|Xt|≤ɛ), as ɛ→0, for general Lévy processes X. The techniques enable us to determine the asymptotic rate for general real-valued Lévy processes, which we demonstrate with many examples.
As a particular consequence, we show that a Lévy process with nonvanishing Gaussian component has the same (strong) asymptotic small deviation rate as the corresponding Brownian motion.
Full-text: Access denied (no subscription detected)
We're sorry, but we are unable to provide you with the full text of this article because we are not able to identify you as a subscriber.
If you have a personal subscription to this journal, then please login. If you are already logged in, then you may need to update your profile to register your subscription.
Read more about accessing full-text
References
[1] Alvarez-Andrade, S. (1998). Small deviations for the Poisson process. Statist. Probab. Lett. 37 195–201.
[2] Anderson, T. W. (1955). The integral of a symmetric unimodal function over a symmetric convex set and some probability inequalities. Proc. Amer. Math. Soc. 6 170–176.
Mathematical Reviews (MathSciNet):
MR69229
[3] Bertoin, J. (1996). Lévy Processes. Cambridge Tracts in Mathematics 121. Cambridge Univ. Press, Cambridge.
[4] Bingham, N. H., Goldie, C. M. and Teugels, J. L. (1989). Regular Variation. Encyclopedia of Mathematics and Its Applications 27. Cambridge Univ. Press, Cambridge.
[5] Borovkov, A. A. and Mogulskii, A. A. (1991). On probabilities of small deviations for stochastic processes [translation of Trudy Inst. Mat. (Novosibirsk) 13 (1989), Asimptot. Analiz Raspred. Sluch. Protsess., 147–168; MR1037254 (91e:60089)]. Siberian Adv. Math. 1 39–63.
[6] Ishikawa, Y. (2002). Small deviations property and its application. In Second MaphySto Confecence on Lévy Processes: Theory and Application 22 149–154. MaPhySto Publ., Aarhus.
[7] Kuelbs, J. and Li, W. V. (1993). Metric entropy and the small ball problem for Gaussian measures. J. Funct. Anal. 116 133–157.
[8] Li, W. V. and Linde, W. (1999). Approximation, metric entropy and small ball estimates for Gaussian measures. Ann. Probab. 27 1556–1578.
[9] Li, W. V. and Shao, Q.-M. (2001). Gaussian processes: Inequalities, small ball probabilities and applications. In Stochastic Processes: Theory and Methods. Handbook of Statist. 19 533–597. North-Holland, Amsterdam.
[10] Lifshits, M. A. (1999). Asymptotic behavior of small ball probabilities. In: Probab. Theory and Math. Statist. Proc. VII International Vilnius Conference 453–468. VSP/TEV, Vilnius.
[11] Lifshits, M. A. Bibliography on small deviation probabilities. Available at http://www.proba.jussieu.fr/pageperso/smalldev/biblio.html.
[12] Lifshits, M. A. and Linde, W. (2002). Approximation and entropy numbers of Volterra operators with application to Brownian motion. Mem. Amer. Math. Soc. 157 1–87.
[13] Lifshits, M. and Simon, T. (2005). Small deviations for fractional stable processes. Ann. Inst. H. Poincaré Probab. Statist. 41 725–752.
[14] Linde, W. and Shi, Z. (2004). Evaluating the small deviation probabilities for subordinated Lévy processes. Stochastic Process. Appl. 113 273–287.
[15] Linde, W. and Zipfel, P. (2008). Small deviation of subordinated processes over compact sets. Probab. Math. Statist. 28 281–304.
[16] Mogulskii, A. A. (1974). Small deviations in the space of trajectories. Teor. Verojatnost. i Primenen. 19 755–765.
Mathematical Reviews (MathSciNet):
MR370701
[17] Rosiński, J. (2007). Tempering stable processes. Stochastic Process. Appl. 117 677–707.
[18] Sato, K. (1999). Lévy Processes and Infinitely Divisible Distributions. Cambridge Studies in Advanced Mathematics 68. Cambridge Univ. Press, Cambridge.
[19] Simon, T. (2001). Sur les petites déviations d’un processus de Lévy. Potential Anal. 14 155–173.
[20] Simon, T. (2003). Small deviations in p-variation for multidimensional Lévy processes. J. Math. Kyoto Univ. 43 523–565.
[21] Simon, T. (2007). Small deviations of non-Gaussian processes. Theory Stoch. Process. 13 272–280.
[22] Shmileva, E. (2006). Small ball probabilities for jump Lévy processes from the Wiener domain of attraction. Statist. Probab. Lett. 76 1873–1881.
[23] Taylor, S. J. (1967). Sample path properties of a transient stable process. J. Math. Mech. 16 1229–1246.
Mathematical Reviews (MathSciNet):
MR208684