Nonlinear Lévy processes and their characteristics
HTML articles powered by AMS MathViewer
- by Ariel Neufeld and Marcel Nutz PDF
- Trans. Amer. Math. Soc. 369 (2017), 69-95 Request permission
Abstract:
We develop a general construction for nonlinear Lévy processes with given characteristics. More precisely, given a set $\Theta$ of Lévy triplets, we construct a sublinear expectation on Skorohod space under which the canonical process has stationary independent increments and a nonlinear generator corresponding to the supremum of all generators of classical Lévy processes with triplets in $\Theta$. The nonlinear Lévy process yields a tractable model for Knightian uncertainty about the distribution of jumps for which expectations of Markovian functionals can be calculated by means of a partial integro-differential equation.References
- M. Avellaneda, A. Levy, and A. Parás, Pricing and hedging derivative securities in markets with uncertain volatilities, Appl. Math. Finance, 2(2):73–88, 1995.
- Guy Barles and Cyril Imbert, Second-order elliptic integro-differential equations: viscosity solutions’ theory revisited, Ann. Inst. H. Poincaré C Anal. Non Linéaire 25 (2008), no. 3, 567–585. MR 2422079, DOI 10.1016/j.anihpc.2007.02.007
- E. Bayraktar and A. Munk, An $\alpha$-stable limit theorem under sublinear expectation, Preprint arXiv:1409.7960v1, 2014, to appear in Bernoulli.
- Dimitri P. Bertsekas and Steven E. Shreve, Stochastic optimal control, Mathematics in Science and Engineering, vol. 139, Academic Press, Inc. [Harcourt Brace Jovanovich, Publishers], New York-London, 1978. The discrete time case. MR 511544
- C. Dellacherie, Quelques applications du lemme de Borel-Cantelli à la théorie des semimartingales, Séminaire de Probabilités, XII (Univ. Strasbourg, Strasbourg, 1976/1977) Lecture Notes in Math., vol. 649, Springer, Berlin, 1978, pp. 742–745 (French). MR 520041
- Claude Dellacherie and Paul-André Meyer, Probabilities and potential, North-Holland Mathematics Studies, vol. 29, North-Holland Publishing Co., Amsterdam-New York, 1978. MR 521810
- Claude Dellacherie and Paul-André Meyer, Probabilities and potential. B, North-Holland Mathematics Studies, vol. 72, North-Holland Publishing Co., Amsterdam, 1982. Theory of martingales; Translated from the French by J. P. Wilson. MR 745449
- M. Hu and S. Peng, $G$-Lévy processes under sublinear expectations, Preprint arXiv:0911.3533v1, 2009.
- Jean Jacod and Albert N. Shiryaev, Limit theorems for stochastic processes, 2nd ed., Grundlehren der mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], vol. 288, Springer-Verlag, Berlin, 2003. MR 1943877, DOI 10.1007/978-3-662-05265-5
- Espen R. Jakobsen and Kenneth H. Karlsen, A “maximum principle for semicontinuous functions” applicable to integro-partial differential equations, NoDEA Nonlinear Differential Equations Appl. 13 (2006), no. 2, 137–165. MR 2243708, DOI 10.1007/s00030-005-0031-6
- Nabil Kazi-Tani, Dylan Possamaï, and Chao Zhou, Second-order BSDEs with jumps: formulation and uniqueness, Ann. Appl. Probab. 25 (2015), no. 5, 2867–2908. MR 3375890, DOI 10.1214/14-AAP1063
- T. J. Lyons, Uncertain volatility and the risk-free synthesis of derivatives, Appl. Math. Finance, 2(2):117–133, 1995.
- Ariel Neufeld and Marcel Nutz, Superreplication under volatility uncertainty for measurable claims, Electron. J. Probab. 18 (2013), no. 48, 14. MR 3048120, DOI 10.1214/EJP.v18-2358
- Ariel Neufeld and Marcel Nutz, Measurability of semimartingale characteristics with respect to the probability law, Stochastic Process. Appl. 124 (2014), no. 11, 3819–3845. MR 3249357, DOI 10.1016/j.spa.2014.07.006
- Marcel Nutz, Random $G$-expectations, Ann. Appl. Probab. 23 (2013), no. 5, 1755–1777. MR 3114916, DOI 10.1214/12-AAP885
- Marcel Nutz and Ramon van Handel, Constructing sublinear expectations on path space, Stochastic Process. Appl. 123 (2013), no. 8, 3100–3121. MR 3062438, DOI 10.1016/j.spa.2013.03.022
- Shige Peng, $G$-expectation, $G$-Brownian motion and related stochastic calculus of Itô type, Stochastic analysis and applications, Abel Symp., vol. 2, Springer, Berlin, 2007, pp. 541–567. MR 2397805, DOI 10.1007/978-3-540-70847-6_{2}5
- Shige Peng, Multi-dimensional $G$-Brownian motion and related stochastic calculus under $G$-expectation, Stochastic Process. Appl. 118 (2008), no. 12, 2223–2253. MR 2474349, DOI 10.1016/j.spa.2007.10.015
- Shige Peng, Backward stochastic differential equation, nonlinear expectation and their applications, Proceedings of the International Congress of Mathematicians. Volume I, Hindustan Book Agency, New Delhi, 2010, pp. 393–432. MR 2827899
- S. Peng, Tightness, weak compactness of nonlinear expectations and application to CLT, Preprint arXiv:1006.2541v1, 2010.
- Liying Ren, On representation theorem of sublinear expectation related to $G$-Lévy process and paths of $G$-Lévy process, Statist. Probab. Lett. 83 (2013), no. 5, 1301–1310. MR 3041277, DOI 10.1016/j.spl.2013.01.031
- L. C. G. Rogers and David Williams, Diffusions, Markov processes, and martingales. Vol. 1, 2nd ed., Wiley Series in Probability and Mathematical Statistics: Probability and Mathematical Statistics, John Wiley & Sons, Ltd., Chichester, 1994. Foundations. MR 1331599
- H. Mete Soner, Nizar Touzi, and Jianfeng Zhang, Quasi-sure stochastic analysis through aggregation, Electron. J. Probab. 16 (2011), no. 67, 1844–1879. MR 2842089, DOI 10.1214/EJP.v16-950
- H. Mete Soner, Nizar Touzi, and Jianfeng Zhang, Wellposedness of second order backward SDEs, Probab. Theory Related Fields 153 (2012), no. 1-2, 149–190. MR 2925572, DOI 10.1007/s00440-011-0342-y
- H. Mete Soner, Nizar Touzi, and Jianfeng Zhang, Dual formulation of second order target problems, Ann. Appl. Probab. 23 (2013), no. 1, 308–347. MR 3059237, DOI 10.1214/12-AAP844
Additional Information
- Ariel Neufeld
- Affiliation: Department of Mathematics, ETH Zurich, 8092 Zurich, Switzerland
- MR Author ID: 1028695
- Email: ariel.neufeld@math.ethz.ch
- Marcel Nutz
- Affiliation: Departments of Statistics and Mathematics, Columbia University, New York, New York 10027
- MR Author ID: 912101
- Email: mnutz@columbia.edu
- Received by editor(s): January 28, 2014
- Received by editor(s) in revised form: November 29, 2014
- Published electronically: March 9, 2016
- Additional Notes: The first author gratefully acknowledges the financial support of Swiss National Science Foundation Grant PDFMP2-137147/1
The second author gratefully acknowledges the financial support of NSF Grant DMS-1208985 - © Copyright 2016 American Mathematical Society
- Journal: Trans. Amer. Math. Soc. 369 (2017), 69-95
- MSC (2010): Primary 60G51, 60G44, 93E2
- DOI: https://doi.org/10.1090/tran/6656
- MathSciNet review: 3557768