On the coupling property of Lévy processes

René L. Schilling; Jian Wang

Annales de l'I.H.P. Probabilités et statistiques (2011)

  • Volume: 47, Issue: 4, page 1147-1159
  • ISSN: 0246-0203

Abstract

top
We give necessary and sufficient conditions guaranteeing that the coupling for Lévy processes (with non-degenerate jump part) is successful. Our method relies on explicit formulae for the transition semigroup of a compound Poisson process and earlier results by Mineka and Lindvall–Rogers on couplings of random walks. In particular, we obtain that a Lévy process admits a successful coupling, if it is a strong Feller process or if the Lévy (jump) measure has an absolutely continuous component.

How to cite

top

Schilling, René L., and Wang, Jian. "On the coupling property of Lévy processes." Annales de l'I.H.P. Probabilités et statistiques 47.4 (2011): 1147-1159. <http://eudml.org/doc/240107>.

@article{Schilling2011,
abstract = {We give necessary and sufficient conditions guaranteeing that the coupling for Lévy processes (with non-degenerate jump part) is successful. Our method relies on explicit formulae for the transition semigroup of a compound Poisson process and earlier results by Mineka and Lindvall–Rogers on couplings of random walks. In particular, we obtain that a Lévy process admits a successful coupling, if it is a strong Feller process or if the Lévy (jump) measure has an absolutely continuous component.},
author = {Schilling, René L., Wang, Jian},
journal = {Annales de l'I.H.P. Probabilités et statistiques},
keywords = {coupling property; Lévy processes; compound Poisson processes; random walks; Mineka coupling; strong Feller property},
language = {eng},
number = {4},
pages = {1147-1159},
publisher = {Gauthier-Villars},
title = {On the coupling property of Lévy processes},
url = {http://eudml.org/doc/240107},
volume = {47},
year = {2011},
}

TY - JOUR
AU - Schilling, René L.
AU - Wang, Jian
TI - On the coupling property of Lévy processes
JO - Annales de l'I.H.P. Probabilités et statistiques
PY - 2011
PB - Gauthier-Villars
VL - 47
IS - 4
SP - 1147
EP - 1159
AB - We give necessary and sufficient conditions guaranteeing that the coupling for Lévy processes (with non-degenerate jump part) is successful. Our method relies on explicit formulae for the transition semigroup of a compound Poisson process and earlier results by Mineka and Lindvall–Rogers on couplings of random walks. In particular, we obtain that a Lévy process admits a successful coupling, if it is a strong Feller process or if the Lévy (jump) measure has an absolutely continuous component.
LA - eng
KW - coupling property; Lévy processes; compound Poisson processes; random walks; Mineka coupling; strong Feller property
UR - http://eudml.org/doc/240107
ER -

References

top
  1. [1] B. Böttcher, R. L. Schilling and J. Wang. Constructions of coupling processes for Lévy processes. Stochastic Process. Appl. To appear (2011). Available at arXiv:1009.5511v1. Zbl1217.60035MR2794973
  2. [2] M. F. Chen. Eigenvalues, Inequalities and Ergodic Theory. Springer, London, 2005. Zbl1079.60005MR2105651
  3. [3] M. Cranston and A. Greven. Coupling and harmonic functions in the case of continuous time Markov processes. Stochastic Process. Appl. 60 (1995) 261–286. Zbl0845.60075MR1376804
  4. [4] M. Cranston and F.-Y. Wang. A condition for the equivalence of coupling and shift-coupling. Ann. Probab. 28 (2000) 1666–1679. Zbl1044.60066MR1813838
  5. [5] J. Hawkes. Potential theory of Lévy processes. Proc. London Math. Soc. 38 (1979) 335–352. Zbl0401.60069MR531166
  6. [6] N. Jacob. Pseudo Differential Operators and Markov Processes. Volume 1: Fourier Analysis and Semigroups. Imperial College Press, London, 2001. Zbl0987.60003MR1873235
  7. [7] T. Lindvall. Lectures on the Coupling Method. Wiley, New York, 1992. Zbl0850.60019MR1180522
  8. [8] T. Lindvall and L. C. G. Rogers. On the coupling of random walks and renewal processes. J. Appl. Probab. 33 (1996) 122–126. Zbl0851.60072MR1371959
  9. [9] J. Mineka. A criterion for tail events for sums of independent random variables. Z. Wahrsch. Verw. Gebiete 25 (1973) 163–170. Zbl0237.60024MR350890
  10. [10] D. Revuz. Markov Chains, 2nd edition. North-Holland Mathematical Library 11. North-Holland, Netherlands, 1984. Zbl0539.60073MR758799
  11. [11] K. Sato. Lévy Processes and Infinitely Divisible Distributions. Studies Adv. Math. 68. Cambridge Univ. Press, Cambridge, 1999. Zbl0973.60001MR1739520
  12. [12] H. Thorisson. Shift-coupling in continuous time. Probab. Theory Related Fields 99 (1994) 477–483. Zbl0801.60043MR1288066
  13. [13] H. Thorisson. Coupling, Stationarity and Regeneration. Springer, New York, 2000. Zbl1044.60510MR1741181
  14. [14] F.-Y. Wang. Coupling for Ornstein–Uhlenbeck jump processes. Bernoulli (2010). To appear. Available at arXiv:1002.2890v5. MR1267649
  15. [15] F.-Y. Wang. Functional Inequalities, Markov Processes and Spectral Theory. Science Press, Beijing, 2005. MR2127729

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.