Abstract
In this note, by using Bismut’s approach to Malliavin calculus for jump processes, we obtain a criterion for the existence of density functions of the running maximum of Wiener-Poisson functionals. As an application, existence of density functions for the running maximum of a Lévy-Itô diffusion is proved.
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References
Baurdoux, E.J., van Schaik, K.: Predicting the time at which a Lévy process attains its ultimate supremum. Acta. Appl. Math. doi:10.1007/s10440-014-9867-2
Bertoin, J.: Lévy processes. Cambridge University and Beijing World Publishing Corporation (2010)
Bernyk, V., Dalang, R.C., Peskir, G.: The law of the supremum of a stable Lévy process with no negative jumps. Ann. Prob. 36, 1777–1789 (2008)
Bernyk, V., Dalang, R.C., Peskir, G.: Predicting the ultimate supremum of a stable Lévy process with no negative jumps. Ann. Prob. 39, 2385–2423 (2011)
Bismut, J.M.: Calcul des variations stochastiques et processus de sauts. Z. Wahrsch. Verw. Gebiete 63, 147–235 (1983)
Bitchtler, K., Jacod, J., Gravereaux, J.B.: Malliavin calculus for processes with jumps. Gordan and Breach Science Publishers (1987)
Doney, R.A.: A note on the supremum of a stable process. Stochastics 80, 151–155 (2008)
du Toit, J., Peskir, G.: The trap of complacency in predicting the maximum. Ann. Prob. 35, 340–365 (2007)
Hayashi, M., Kohatsu-Higa, A.: Smoothness of the distribution of the supremum of a multi-dimensional diffusion process. Potential Anal. 38, 57–77 (2013)
Jacod, J., Shiryaev, A.N.: Limit Theorems for Stochastic Processes, 2nd edn. Springer, Berlin (2003)
Norris, J.: Simplified Malliavin calculus séminaire de probabilités de Strsbourg (1986)
Nualart, D.: The Malliavin Calsulus and Related Topics. Springer, New York (2006)
Pedersen, J.L.: Optimal prediction of the ultimate maximum of Brownian motion. Stoc. Stoc. Rep. 75, 205–219 (2003)
Sato, K.: Lévy processes and infinitely divisible distributions. Cambridge University Press (1999)
Song, Y.L., Zhang, X.C.: Regularity of density for SDEs driven by degenrate Lévy noises. Electron. J. Probab. 20 (2015)
Yosida, K.: Functional Analysis (6th edition), Springer-Verlag reprinted in China by Beijing World Publishing Corporation (1999)
Acknowledgments
The authors are very grateful to the referee for detailed reports and corrections. They also would like to thank Professor Zhao Dong, Fengyu Wang and Xicheng Zhang for their valuable discussions and suggestions.
Y. Song is supported by National Natural Science Foundation of China (No.11501286) and Natural Science Foundation of Jiangsu Province (No.BK20150564). Y. Xie is supported by National Natural Science Foundation of China (No.11271169).
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Song, Y., Xie, Y. Existence of Density Functions for the Running Maximum of a Lévy-Itô Diffusion. Potential Anal 48, 35–48 (2018). https://doi.org/10.1007/s11118-017-9625-y
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DOI: https://doi.org/10.1007/s11118-017-9625-y
Keywords
- Wiener-Poisson functionals
- Malliavin calculus
- Stochastic differential equation
- Running maximum
- Density functions