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On Lamperti stable processes

Wybrane pełne teksty z tego czasopisma
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Języki publikacji
EN
Abstrakty
EN
In this paper, we consider a new family of Rd-valued Lévy processes that we call Lamperti stable. One of the advantages of this class is that the law of many related functionals can be computed explicitly. In the one-dimensional case we provide an explicit form for the characteristic exponent and other several useful properties of the class. This family of processes shares many tractable properties with the tempered stable and the layered stable processes, defined by Rosiński [33] and Houdré and Kawai [16], respectively. We also find a series representation which is used for sample path simulation, illustrated in the case d = 1. Finally, we provide many examples, some of which appear in recent literature.
Rocznik
Strony
1--28
Opis fizyczny
Bibliogr. 37 poz., wykr.
Twórcy
  • Instituto de Matemáticas, Universidad Nacional Autónoma de México, Ciudad Universitaria Coyoacán C.P. 04510, México D.F.
autor
  • Department of Mathematical Science, University of Bath, BATH BA2 7AY, United Kingdom
autor
  • Instituto de Matemáticas, Universidad Nacional Autónoma de México, Ciudad Universitaria Coyoacán C.P. 04510, México D.F.
Bibliografia
  • [1] L. V. Ahlfors, Complex Analysis, Internat. Ser. Pure Appl. Math., McGraw-Hill, 1953.
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  • [6] M. E. Caballero and L. Chaumont, Conditioned stable Lévy processes and the Lamperti representation, J. Appl. Probab. 43 (2006), pp. 967-983.
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  • [8] L. Chaumont, Conditionings and path decompositions for Lévy processes, Stochastic Process. Appl. 64 (1996), pp. 39-54.
  • [9] L. Chaumont, A. E. Kyprianou and J. C. Pardo, Some explicit identities associated with positive self-similar Markov processes, Stochastic Process. Appl. 119 (2009), pp. 980-1000.
  • [10] C. Donati-Martin and M. Yor, Further examples of explicit Krein representations of certain subordinators, Publ. Res. Inst. Math. Sci. 43 (2007), pp. 315-328.
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  • [15] I. S. Gradshtein and I. M. Ryshik, Table of Integrals, Series and Products, Academic Press, San Diego 2000.
  • [16] C. Houdré and R. Kawai, On layered stable processes, Bernoulli 13 (2007), pp. 252-278.
  • [17] M. Jeanblanc, J. Pitman and M. Yor, Self-similar processes with independent increments associated with Lévy and Bessel processes, Stochastic Process. Appl. 100 (2001), pp. 223-232.
  • [18] Z. J. Jurek and W. Vervaat, An integral representation for selfdecomposable Banach space valued random variables, Z. Wahrsch. Verw. Gebiete 62 (1983), pp. 247-262.
  • [19] O. Kallenberg, Foundations of Modern Probability, 2nd edition, Springer, New York 2002.
  • [20] A.E. Kyprianou, Introductory Lectures on Fluctuations of Lévy Processes with Applications, Springer, Berlin 2006.
  • [21] A. E. Kyprianou, C. Klüppelberg and R. Maller, Ruin probabilities and overshoots for general Lévy insurance risk processes, Ann. Appl. Probab. 14 (2004), pp. 1766-1801.
  • [22] A. E. Kyprianou and R. Loeffen, Lévy processes in finance distinguished by their coarse and fine path properties, in: Exotic Option Pricing and Advance Lévy Models, Wiley, 2005, pp. 1-28.
  • [23] A. E. Kyprianou and J. C. Pardo, On continuous state branching processes: conditioning and self-similarity, J. Appl. Probab. 45 (2008), pp. 1140-1160.
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  • [27] R. LePage, Multidimensional infinitely divisible variables and processes II, Lecture Notes in Math. No 860 (1981), pp. 279-284.
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  • [29] P. Patie, q-invariant functions for some generalizations of the Ornstein-Uhlenbeck semigroup, ALEA Lat. Am. J. Probab. Math. Stat. 4 (2008), pp. 31-43.
  • [30] P. Patie, Infinite divisibility of solutions to some self-similar integro-differential equations and exponential functionals of Lévy processes, Ann. Inst. H. Poncaré Probab. Statist. 45 (2009), pp. 667-684.
  • [31] P. Patie, Exponential functionals of a new family of Lévy processes and self-similar continuous state branching process with immigration, Bull. Sci. Math. 133 (2009), pp. 355-382.
  • [32] V. Rivero, Recurrent extensions of self-similar Markov processes and Cramér’s condition, Bernoulli 11 (2005), pp. 471-509.
  • [33] J. Rosiński, Tempering stable processes, Stochastic Process. Appl. 117 (2007), pp. 677-707.
  • [34] J. Rosiński, Series representations of Lévy processes from the perspective of point processes, in: Lévy Processes - Theory and Applications, O.-E. Barndorff-Nielsen, T. Mikosch and S. I. Resnick (Eds.), Birkhäuser, Boston, MA, 2001, pp. 401-415.
  • [35] P. Salminen, P. Vallois and M. Yor, On the excursion theory for linear diffusions, Japan. J. Math. 2 (2007), pp. 97-127.
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  • [37] V. Vigon, Votre Lévy rampe-t-il?, J. London Math. Soc. 65 (2002), pp. 243-256.
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Bibliografia
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