Limit laws of transient excited random walks on integers

Elena Kosygina; Thomas Mountford

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

  • Volume: 47, Issue: 2, page 575-600
  • ISSN: 0246-0203

Abstract

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We consider excited random walks (ERWs) on ℤ with a bounded number of i.i.d. cookies per site without the non-negativity assumption on the drifts induced by the cookies. Kosygina and Zerner [15] have shown that when the total expected drift per site, δ, is larger than 1 then ERW is transient to the right and, moreover, for δ>4 under the averaged measure it obeys the Central Limit Theorem. We show that when δ∈(2, 4] the limiting behavior of an appropriately centered and scaled excited random walk under the averaged measure is described by a strictly stable law with parameter δ/2. Our method also extends the results obtained by Basdevant and Singh [2] for δ∈(1, 2] under the non-negativity assumption to the setting which allows both positive and negative cookies.

How to cite

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Kosygina, Elena, and Mountford, Thomas. "Limit laws of transient excited random walks on integers." Annales de l'I.H.P. Probabilités et statistiques 47.2 (2011): 575-600. <http://eudml.org/doc/239308>.

@article{Kosygina2011,
abstract = {We consider excited random walks (ERWs) on ℤ with a bounded number of i.i.d. cookies per site without the non-negativity assumption on the drifts induced by the cookies. Kosygina and Zerner [15] have shown that when the total expected drift per site, δ, is larger than 1 then ERW is transient to the right and, moreover, for δ&gt;4 under the averaged measure it obeys the Central Limit Theorem. We show that when δ∈(2, 4] the limiting behavior of an appropriately centered and scaled excited random walk under the averaged measure is described by a strictly stable law with parameter δ/2. Our method also extends the results obtained by Basdevant and Singh [2] for δ∈(1, 2] under the non-negativity assumption to the setting which allows both positive and negative cookies.},
author = {Kosygina, Elena, Mountford, Thomas},
journal = {Annales de l'I.H.P. Probabilités et statistiques},
keywords = {excited random walk; limit theorem; stable law; branching process; diffusion approximation},
language = {eng},
number = {2},
pages = {575-600},
publisher = {Gauthier-Villars},
title = {Limit laws of transient excited random walks on integers},
url = {http://eudml.org/doc/239308},
volume = {47},
year = {2011},
}

TY - JOUR
AU - Kosygina, Elena
AU - Mountford, Thomas
TI - Limit laws of transient excited random walks on integers
JO - Annales de l'I.H.P. Probabilités et statistiques
PY - 2011
PB - Gauthier-Villars
VL - 47
IS - 2
SP - 575
EP - 600
AB - We consider excited random walks (ERWs) on ℤ with a bounded number of i.i.d. cookies per site without the non-negativity assumption on the drifts induced by the cookies. Kosygina and Zerner [15] have shown that when the total expected drift per site, δ, is larger than 1 then ERW is transient to the right and, moreover, for δ&gt;4 under the averaged measure it obeys the Central Limit Theorem. We show that when δ∈(2, 4] the limiting behavior of an appropriately centered and scaled excited random walk under the averaged measure is described by a strictly stable law with parameter δ/2. Our method also extends the results obtained by Basdevant and Singh [2] for δ∈(1, 2] under the non-negativity assumption to the setting which allows both positive and negative cookies.
LA - eng
KW - excited random walk; limit theorem; stable law; branching process; diffusion approximation
UR - http://eudml.org/doc/239308
ER -

References

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  1. [1] A.-L. Basdevant and A. Singh. On the speed of a cookie random walk. Probab. Theory Related Fields 141 (2008) 625–645. Zbl1141.60383MR2391167
  2. [2] A.-L. Basdevant and A. Singh. Rate of growth of a transient cookie random walk. Electron. J. Probab. 13 (2008) 811–851. Zbl1191.60107MR2399297
  3. [3] I. Benjamini and D. B. Wilson. Excited random walk. Electron. Comm. Probab. 8 (2003) 86–92. Zbl1060.60043MR1987097
  4. [4] J. Bérard and A. Ramírez. Central limit theorem for the excited random walk in dimension d≥2. Elect. Comm. in Probab. 12 (2007) 303–314. Zbl1128.60082MR2342709
  5. [5] L. Chaumont and R. A. Doney. Pathwise uniqueness for perturbed versions of Brownian motion and reflected Brownian motion. Probab. Theory Related Fields 113 (1999) 519–534. Zbl0945.60082MR1717529
  6. [6] B. Davis. Brownian motion and random walk perturbed at extrema. Probab. Theory Related Fields 113 (1999) 501–518. Zbl0930.60041MR1717528
  7. [7] D. Dolgopyat. Central limit theorem for excited random walk in the recurrent regime. Preprint, 2008. Zbl1276.60110MR2831235
  8. [8] R. Durrett. Probability: Theory and Examples, 2nd edition. Duxbury Press, Belmont, CA, 1996. Zbl1202.60002MR1609153
  9. [9] A. Gut. Stopped Random Walks. Limit Theorems and Applications. Applied Probability. A Series of the Applied Probability Trust 5. Springer, New York, 1988. Zbl0634.60061MR916870
  10. [10] S. Ethier and T. Kurtz. Markov Processes. Wiley, New York, 1986. Zbl0592.60049MR838085
  11. [11] W. Feller. An Introduction to Probability Theory and Its Applications, Vol. II, 2nd edition. Wiley, New York, 1971. Zbl0138.10207MR270403
  12. [12] S. K. Formanov, M. T. Yasin and S. V. Kaverin. Life spans of Galton–Watson processes with migration (Russian). In Asymptotic Problems in Probability Theory and Mathematical Statistics 117–135. T. A. Azlarov and S. K. Formanov (Eds). Fan, Tashkent, 1990. MR1142599
  13. [13] R. van der Hofstad and M. Holmes. Monotonicity for excited random walk in high dimensions, 2008. Available at arXiv:0803.1881v2 [math.PR]. Zbl1193.60123MR2594356
  14. [14] H. Kesten, M. V. Kozlov and F. Spitzer. A limit law for random walk in random environment. Compos. Math. 30 (1975) 145–168. Zbl0388.60069MR380998
  15. [15] E. Kosygina and M. P. W. Zerner. Positively and negatively excited random walks, with branching processes. Electron. J. Probab. 13 (2008) 1952–1979. Zbl1191.60113MR2453552
  16. [16] M. V. Kozlov. Random walk in a one-dimensional random medium. Teor. Verojatn. Primen. 18 (1973) 406–408. Zbl0299.60054MR319274
  17. [17] G. Kozma. Excited random walk in three dimensions has positive speed. Preprint, 2003. Available at arXiv:0310305v1 [math.PR]. 
  18. [18] T. Mountford, L. P. R. Pimentel and G. Valle. On the speed of the one-dimensional excited random walk in the transient regime. ALEA 2 (2006) 279–296. Zbl1115.60103MR2285733
  19. [19] M. P. W. Zerner. Multi-excited random walks on integers. Probab. Theory Related Fields 133 (2005) 98–122. Zbl1076.60088MR2197139
  20. [20] M. P. W. Zerner. Recurrence and transience of excited random walks on ℤd and strips. Electron. Comm. Probab. 11 (2006) 118–128. Zbl1112.60086MR2231739

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