Exit times for integrated random walks
Denisov, Denis ; Wachtel, Vitali
Annales de l'I.H.P. Probabilités et statistiques, Tome 51 (2015), p. 167-193 / Harvested from Numdam

Nous considérons une marche aléatoire centrée de variance finie et étudions le comportement asymptotique de la probabilité que l’aire sous la marche reste positive jusqu’à un grand temps n. Si le moment d’ordre 2+δ est fini, nous montrons que cette probabilité décroit comme n -1/4 . Pour prouver ce comportement asymptotique, nous développons une théorie du potentiel discrète pour des marches aléatoires intégrées.

We consider a centered random walk with finite variance and investigate the asymptotic behaviour of the probability that the area under this walk remains positive up to a large time n. Assuming that the moment of order 2+δ is finite, we show that the exact asymptotics for this probability is n -1/4 . To show this asymptotics we develop a discrete potential theory for integrated random walks.

Publié le : 2015-01-01
DOI : https://doi.org/10.1214/13-AIHP577
Classification:  60G50,  60G40,  60F17
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     author = {Denisov, Denis and Wachtel, Vitali},
     title = {Exit times for integrated random walks},
     journal = {Annales de l'I.H.P. Probabilit\'es et statistiques},
     volume = {51},
     year = {2015},
     pages = {167-193},
     doi = {10.1214/13-AIHP577},
     mrnumber = {3300967},
     zbl = {06412901},
     language = {en},
     url = {http://dml.mathdoc.fr/item/AIHPB_2015__51_1_167_0}
}
Denisov, Denis; Wachtel, Vitali. Exit times for integrated random walks. Annales de l'I.H.P. Probabilités et statistiques, Tome 51 (2015) pp. 167-193. doi : 10.1214/13-AIHP577. http://gdmltest.u-ga.fr/item/AIHPB_2015__51_1_167_0/

[1] M. Abramowitz and I. A. Stegun, eds. Handbook of Mathematical Functions Formulas, Graphs and Mathematical Tables. Dover Publications Inc., New York. 1992. Reprint of the 1972 edition. | MR 1225604 | Zbl 0643.33001

[2] F. Aurzada and S. Dereich. Universality of asymptotics of the one-sided exit problem for integrated processes. Ann. Inst. Henri Poincaré Probab. Stat. 49 (2013) 236–251. | Numdam | MR 3060155 | Zbl 1285.60042

[3] F. Aurzada, S. Dereich and M. Lifshits. Persistence probabilities for an integrated random walk bridge. Available at arXiv:1205.2895, 2012. | Zbl 06305912

[4] F. Caravenna and J.-D. Deuschel. Pinning and wetting transition in (1+1)-dimensional fields with Laplacian interaction. Ann. Probab. 36 (2008) 2388–2433. | MR 2478687 | Zbl 1179.60066

[5] A. Dembo, J. Ding and F. Gao. Persistence of iterated partial sums. Ann. Inst. Henri Poincaré Probab. Stat. 49 (2013) 873–884. Available at arXiv:1205.5596. | Numdam | MR 3112437 | Zbl 1274.60144

[6] D. Denisov and V. Wachtel. Conditional limit theorems for ordered random walks. Electron. J. Probab. 15 (2010) 292–322. | MR 2609589 | Zbl 1201.60040

[7] D. Denisov and V. Wachtel. Random walks in cones. Ann. Probab. To appear. Available at arXiv:1110.1254, 2011. | MR 3342657

[8] O. Friedland and S. Sodin. Bounds on the concentration function in terms of the Diophantine approximation. C. R. Math. Acad. Sci. Paris 345 (2007) 513–518. | MR 2375113 | Zbl 1138.60023

[9] P. Groeneboom, G. Jongbloed and J. A. Wellner. Integrated Brownian motion, conditioned to be positive. Ann. Probab. 27 (1999) 1283–1303. | MR 1733148 | Zbl 0983.60078

[10] A. Lachal. Sur les excursions de l’intégrale du mouvement brownien. C. R. Acad. Sci. Paris Sér. I Math. 314 (1992) 1053–1056. | MR 1168534 | Zbl 0757.60075

[11] P. Major. The approximation of partial sums of RV’s. Z. Wahrsch. verw. Gebiete 35 (1976) 213–220. | MR 415743 | Zbl 0338.60031

[12] H. P. Mckean. Jr. A winding problem for a resonator driven by a white noise. J. Math. Kyoto Univ. 2 (1963) 227–235. | MR 156389 | Zbl 0119.34701

[13] Ya. G. Sinai. Distribution of some functionals of the integral of a random walk. Theor. Math. Phys. 90 (1992) 219–241. | MR 1182301 | Zbl 0810.60063

[14] V. Vysotsky. On the probability that integrated random walks stay positive. Stochastic Process. Appl. 120 (2010) 1178–1193. | MR 2639743 | Zbl 1202.60070

[15] V. Vysotsky. Positivity of integrated random walks. Ann. Inst. Henri Poincaré Probab. Stat. 50 (2014) 195–213. | Numdam | MR 3161528 | Zbl 1293.60053