×

Exit problems for positive self-similar Markov processes with one-sided jumps. (English) Zbl 1498.60176

Donati-Martin, Catherine (ed.) et al., Séminaire de probabilités LI. Cham: Springer. Lect. Notes Math. 2301, 91-115 (2022).
Summary: A systematic exposition of scale functions is given for positive self-similar Markov processes (pssMp) with one-sided jumps. The scale functions express as convolution series of the usual scale functions associated with spectrally one-sided Lévy processes that underly the pssMp through the Lamperti transform. This theory is then brought to bear on solving the spatio-temporal: (i) two-sided exit problem; (ii) joint first passage problem for the pssMp and its multiplicative drawdown (resp. drawup) in the spectrally negative (resp. positive) case.
For the entire collection see [Zbl 1490.60007].

MSC:

60G51 Processes with independent increments; Lévy processes
60G18 Self-similar stochastic processes
60G44 Martingales with continuous parameter

References:

[1] Albrecher, H.; Ivanovs, J.; Zhou, X., Exit identities for Lévy processes observed at Poisson arrival times, Bernoulli, 22, 3, 1364-1382 (2016) · Zbl 1338.60125 · doi:10.3150/15-BEJ695
[2] Avram, F.; Kyprianou, AE; Pistorius, MR, Exit problems for spectrally negative Lévy processes and applications to (Canadized) Russian options, Ann. Appl. Probab., 14, 1, 215-238 (2004) · Zbl 1042.60023 · doi:10.1214/aoap/1075828052
[3] Avram, F.; Palmowski, Z.; Pistorius, MR, On Gerber-Shiu functions and optimal dividend distribution for a Lévy risk process in the presence of a penalty function, Ann. Appl. Probab., 25, 4, 1868-1935 (2015) · Zbl 1322.60055 · doi:10.1214/14-AAP1038
[4] Avram, F.; Vidmar, M., First passage problems for upwards skip-free random walks via the scale functions paradigm, Adv. Appl. Probab., 51, 2, 408-424 (2019) · Zbl 1427.60077 · doi:10.1017/apr.2019.17
[5] Baurdoux, EJ; Kyprianou, AE; Ott, C., Optimal prediction for positive self-similar Markov processes, Electron. J. Probab., 21, 1-24 (2016) · Zbl 1346.60121 · doi:10.1214/16-EJP4280
[6] Bertoin, J., Lévy Processes, in Cambridge Tracts in Mathematics (1996), Cambridge: Cambridge University, Cambridge · Zbl 0861.60003
[7] Blumenthal, RM, Excursions of Markov Processes, in Probability and Its Applications (2012), Boston: Birkhäuser, Boston
[8] Caballero, ME; Chaumont, L., Weak convergence of positive self-similar Markov processes and overshoots of Lévy processes, Ann. Probab., 34, 3, 1012-1034 (2006) · Zbl 1098.60038 · doi:10.1214/009117905000000611
[9] Chaumont, L.; Kyprianou, A.; Pardo, JC; Rivero, V., Fluctuation theory and exit systems for positive self-similar Markov processes, Ann. Probab., 40, 1, 245-279 (2012) · Zbl 1241.60019 · doi:10.1214/10-AOP612
[10] Chaumont, L.; Kyprianou, AE; Pardo, JC, Some explicit identities associated with positive self-similar Markov processes, Stochastic Processes Appl., 119, 3, 980-1000 (2009) · Zbl 1170.60017 · doi:10.1016/j.spa.2008.05.001
[11] Choi, MCH; Patie, P., Skip-free Markov chains, Trans. Am. Math. Soc., 371, 10, 7301-7342 (2019) · Zbl 1481.60137 · doi:10.1090/tran/7773
[12] Doney, RA; Émery, M.; Ledoux, M.; Yor, M., Some excursion calculations for spectrally one-sided Lévy processes, Séminaire de Probabilités XXXVIII, 5-15 (2005), Springer: Berlin, Springer · Zbl 1068.60073 · doi:10.1007/978-3-540-31449-3_2
[13] R.A. Doney, Fluctuation Theory for Lévy Processes: Ecole d’Eté de Probabilités de Saint-Flour XXXV-2005. Lecture Notes in Mathematics (Springer, Berlin, 2007) · Zbl 1128.60036
[14] Greenwood, P.; Pitman, J., Fluctuation identities for Lévy processes and splitting at the maximum, Adv. Appl. Prob., 12, 4, 893-902 (1980) · Zbl 0443.60037 · doi:10.2307/1426747
[15] K. Itô, Poisson point processes attached to Markov processes, in Proceedings of the Sixth Berkeley Symposium on Mathematical Statistics and Probability. Probability Theory, vol. 3, pp. 225-239 (University of California, California, 1972) · Zbl 0284.60051
[16] Ivanovs, J.; Palmowski, Z., Occupation densities in solving exit problems for Markov additive processes and their reflections, Stochastic Processes Appl., 122, 9, 3342-3360 (2012) · Zbl 1267.60087 · doi:10.1016/j.spa.2012.05.016
[17] Kallenberg, O., Foundations of modern probability, in Probability and Its Applications (2002), New York: Springer, New York · Zbl 0996.60001 · doi:10.1007/978-1-4757-4015-8
[18] A. Kuznetsov, A.E. Kyprianou, V. Rivero, The theory of scale functions for spectrally negative Lévy processes, in Lévy Matters II: Recent Progress in Theory and Applications: Fractional Lévy Fields, and Scale Functions, pp. 97-186 (Springer, Berlin, 2013) · Zbl 1261.60047
[19] Kyprianou, AE, Fluctuations of Lévy Processes with Applications: Introductory Lectures (2014), Berlin: Springer, Berlin · Zbl 1384.60003 · doi:10.1007/978-3-642-37632-0
[20] A.E. Kyprianou, Z. Palmowski, Fluctuations of spectrally negative Markov additive processes, Séminaire de Probabilités XLI, ed. by C. Donati-Martin, M. Émery, A. Rouault, C. Stricker (Springer, Berlin/Heidelberg, 2008), pp. 121-135 · Zbl 1156.60060
[21] Kyprianou, AE; Pardo, JC, Continuous-state branching processes and self-similarity, J. Appl. Probab., 45, 4, 1140-1160 (2008) · Zbl 1157.60078 · doi:10.1239/jap/1231340239
[22] Lamperti, J., Continuous state branching processes, Bull. Am. Math. Soc., 73, 3, 382-386 (1967) · Zbl 0173.20103 · doi:10.1090/S0002-9904-1967-11762-2
[23] Lamperti, JW, Semi-stable Markov processes, Zeitschrift für Wahrscheinlichkeitstheorie und verwandte Gebiete, 22, 205-225 (1972) · Zbl 0274.60052 · doi:10.1007/BF00536091
[24] Landriault, D.; Li, B.; Zhang, H., On magnitude, asymptotics and duration of drawdowns for Lévy models, Bernoulli, 23, 1, 432-458 (2017) · Zbl 1407.60067 · doi:10.3150/15-BEJ748
[25] Lehoczky, JP, Formulas for stopped diffusion processes with stopping times based on the maximum, Ann. Probab., 5, 4, 601-607 (1977) · Zbl 0367.60093 · doi:10.1214/aop/1176995770
[26] Leung, T.; Zhang, H., Optimal trading with a trailing stop, Appl. Math. Optim., 83, 2, 669-698 (2021) · Zbl 1471.91545 · doi:10.1007/s00245-019-09559-0
[27] Li, B.; Palmowski, Z., Fluctuations of Omega-killed spectrally negative Lévy processes, Stochastic Processes Appl., 128, 10, 3273-3299 (2018) · Zbl 1401.60087 · doi:10.1016/j.spa.2017.10.018
[28] Li, B.; Vu, NL; Zhou, X., Exit problems for general draw-down times of spectrally negative Lévy processes, J. Appl. Probab., 56, 2, 441-457 (2019) · Zbl 1415.60048 · doi:10.1017/jpr.2019.31
[29] Mijatović, A.; Pistorius, MR, On the drawdown of completely asymmetric Lévy processes, Stochastic Processes Appl., 122, 11, 3812-3836 (2012) · Zbl 1252.60046 · doi:10.1016/j.spa.2012.06.012
[30] Patie, P., Infinite divisibility of solutions to some self-similar integro-differential equations and exponential functionals of Lévy processes, Annales de l’Institut Henri Poincaré, Probabilités et Statistiques, 45, 3, 667-684 (2009) · Zbl 1180.31010
[31] Patie, P., Law of the absorption time of some positive self-similar Markov processes, Ann. Probab., 40, 2, 765-787 (2012) · Zbl 1241.60020 · doi:10.1214/10-AOP638
[32] Revuz, D.; Yor, M., Continuous martingales and Brownian motion, in Grundlehren der mathematischen Wissenschaften (2004), Berlin: Springer, Berlin
[33] Rogers, LCG, A new identity for real Lévy processes, Annales de l’Institut Henri Poincaré, Probabilités et Statistiques, 20, 3, 21-34 (1984)
[34] Sato, KI, Lévy processes and infinitely divisible distributions, in Cambridge Studies in Advanced Mathematics (1999), Cambridge: Cambridge University, Cambridge · Zbl 0973.60001
[35] Vidmar, M., Fluctuation theory for upwards skip-free Lévy chains, Risks, 6, 3, 1-24 (2018) · doi:10.3390/risks6030102
[36] Vidmar, M., First passage upwards for state dependent-killed spectrally negative Lévy processes, J. Appl. Probab., 56, 2, 472-495 (2019) · Zbl 1415.60050 · doi:10.1017/jpr.2019.23
[37] Vidmar, M., A temporal factorization at the maximum for certain positive self-similar Markov processes, J. Appl. Probab., 57, 4, 1045-1069 (2020) · Zbl 1457.60058 · doi:10.1017/jpr.2020.62
[38] Zhang, H., Occupation times, drawdowns, and drawups for one-dimensional regular diffusions, J. Appl. Probab., 47, 1, 210-230 (2015) · Zbl 1310.60114 · doi:10.1239/aap/1427814588
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.