Abstract
We give necessary and sufficient conditions for existence of proper integrals from 0 to infinity or from minus infinity to 0 of one exponentiated Lévy process with respect to another Lévy process. The results are related to the existence of stationary generalized Ornstein–Uhlenbeck processes. Finally, in the square integrable case the Wold-Karhunen representation is given.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
éeferences
O.E. Barndorff-Nielsen, N. Shephard, Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics. J. R. Stat. Soc. Ser. B Stat. Methodol. 63(2), 167–241 (2001)
A. Basse-O’Connor, S.-E. Graversen, J. Pedersen, A unified approach to stochastic integration on the real line. Thiele Research report 2010-08 http://www.imf.au.dk/publication/publid/880, 2010
A. Behme, Distributional properties of solutions of \(d{V }_{t} = {V }_{t-}d{U}_{t} + d{L}_{t}\) with Lévy Noise. Adv. Appl. Prob. 43, 688–711 (2011)
A. Behme, A. Lindner, R.A. Maller, Stationary solutions of the stochastic differential equation \(d{V }_{t} = {V }_{t-}d{U}_{t} + d{L}_{t}\) with Lévy Noise. Stochast. Process. Appl. 121(1), 91–108 (2011)
J. Bertoin, A. Lindner, R. Maller, On continuity properties of the law of integrals of Lévy processes. In Séminaire de Probabilités XLI. Lecture Notes in Mathematics, vol. 1934 (Springer, Berlin, 2008), pp. 137–159
P. Carmona, F. Petit, M. Yor, Exponential functionals of Lévy processes. In Lévy Processes (Birkhäuser Boston, Boston, MA, 2001), pp. 41–55
A. Cherny A. Shiryaev, On stochastic integrals up to infinity and predictable criteria for integrability. In Séminaire de Probabilités XXXVIII. Lecture Notes in Mathematics, vol. 1857 (Springer, Berlin, 2005), pp. 165–185
R.A. Doney, R.A. Maller, Stability and attraction to normality for Lévy processes at zero and at infinity. J. Theor. Probab. 15(3), 751–792 (2002)
K.B. Erickson, R.A. Maller, Generalised Ornstein-Uhlenbeck processes and the convergence of Lévy integrals. In Séminaire de Probabilités XXXVIII. Lecture Notes in Mathematics, vol. 1857 (Springer, Berlin, 2005), pp. 70–94
J. Jacod, Calcul Stochastique et Problèmes de Martingales. Lecture Notes in Mathematics, vol. 714 (Springer, Berlin, 1979)
J. Jacod, P. Protter, Time reversal on Lévy processes. Ann. Probab. 16(2), 620–641 (1988)
J. Jacod, A.N. Shiryaev, Limit Theorems for Stochastic Processes, vol. 288 ofGrundlehren der Mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences], 2nd edn. (Springer, Berlin (2003)
H. Kondo, M. Maejima, K. Sato, Some properties of exponential integrals of Lévy processes and examples. Electron. Commun. Probab. 11, 291–303 (electronic) (2006)
A. Lindner, R. Maller, Lévy integrals and the stationarity of generalised Ornstein-Uhlenbeck processes. Stochast. Process. Appl. 115(10), 1701–1722 (2005)
A. Lindner, K. Sato, Continuity properties and infinite divisibility of stationary distributions of some generalized Ornstein-Uhlenbeck processes. Ann. Probab. 37(1), 250–274 (2009)
A. Rocha-Arteaga, K. Sato, Topics in Infinitely Divisible Distributions and Lévy Processes, vol. 17 ofAportaciones Matemáticas: Investigación [Mathematical Contributions: Research] (Sociedad Matemática Mexicana, México, 2003)
K. Sato, Lévy Processes and Infinitely Divisible Distributions, vol. 68 ofCambridge Studies in Advanced Mathematics (Cambridge University Press, Cambridge, 1999). Translated from the 1990 Japanese original, Revised by the author
M. Yor, Exponential Functionals of Brownian Motion and Related Processes (Springer Finance. Springer, Berlin, 2001). With an introductory chapter by Hélyette Geman, Chapters 1, 3, 4, 8 translated from the French by Stephen S. Wilson
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Basse-O’Connor, A., Graversen, SE., Pedersen, J. (2012). Some Classes of Proper Integrals and Generalized Ornstein–Uhlenbeck Processes. In: Donati-Martin, C., Lejay, A., Rouault, A. (eds) Séminaire de Probabilités XLIV. Lecture Notes in Mathematics(), vol 2046. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-27461-9_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-27461-9_3
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-27460-2
Online ISBN: 978-3-642-27461-9
eBook Packages: Mathematics and StatisticsMathematics and Statistics (R0)