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On pathwise stochastic integration with respect to semimartingales

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Języki publikacji
EN
Abstrakty
EN
For any real-valued stochastic process X with càdlàg paths we define non-empty family of processes which have locally finite total variation, have jumps of the same order as the process X and uniformly approximate its paths on compacts. The application of the defined class is the definition of stochastic integral with semimartingale integrand and integrator as a limit of pathwise Lebesgue-Stieltjes integrals. This construction leads to the stochastic integral with some correction term (different from the Stratonovich integral). Using properties of a functional called truncated variation we compare the obtained result with classical results of Wong-Zakai and Bichteler on pathwise stochastic integration.
Rocznik
Strony
23--43
Opis fizyczny
Bibliogr. 19 poz.
Twórcy
  • Warsaw School of Economics, ul. Madalińskiego 6/8, 02-513 Warszawa, Poland
  • Prince Mohammad Bin Fahd University, P.O. Box 1664, Al Khobar 31952, Saudi Arabia
Bibliografia
  • [1] W. Bednorz and R. M. Łochowski, Integrability and concentration of sample paths’ truncated variation of fractional Brownian motions, diffusions and Lévy processes, arXiv: 1211.3870v2, accepted for publication in Bernoulli.
  • [2] K. Bichteler, Stochastic integration and Lp theory of semimartingales, Ann. Probab. 9 (1) (1981), pp. 49-89.
  • [3] K. Burdzy, W. Kang, and K. Ramanan, The Skorokhod problem in a time-dependent interval, Stochastic Process. Appl. 119 (2) (2009), pp. 428-452.
  • [4] F. Coquet, J. Mémin, and L. Słomiński, On non-continuous Dirichlet processes, J. Theoret. Probab. 16 (1) (2003), pp. 197-216.
  • [5] F. Coquet and L. Słomiński, On the convergence of Dirichlet processes, Bernoulli 5 (4) (1999), pp. 615-639.
  • [6] R. M. Dudley and R. Norvaiša, Concrete Functional Calculus, Springer, New York-Dordrecht-Heildelberg-London 2011.
  • [7] P. K. Friz and N. B. Victoir, Multidimensional Stochastic Processes as Rough Paths: Theory and Applications, Cambridge Stud. Adv. Math., Vol. 120, Cambridge University Press, Cambridge 2010.
  • [8] A. Jakubowski, J. Mémin, and G. Pages, Convergence en loi des suites d’intégrales stochastiques sur l’espace D1 de Skorokhod, Probab. Theory Related Fields 81 (1989), pp. 111-137.
  • [9] O. Kallenberg, Foundations of Modern Probability, second edition, Probab. Appl., Springer, New York-Berlin-Heidelberg 2002.
  • [10] R. L. Karandikar, On pathwise stochastic integration, Stochastic Process. Appl. 57 (1) (1995), pp. 11-18.
  • [11] K. Kubilius, On approximation of stochastic integrals with respect to a fractional Brownian motion. Research papers from the XLVI Conference of the Lithuanian Mathematical Society (Lithuanian), Liet. Mat. Rink., Special Issue 45 (2005), pp. 552-556.
  • [12] R. M. Łochowski, Truncated variation, upward truncated variation and downward truncated variation of Brownian motion with drift – Their characteristics and applications, Stochastic Process. Appl. 121 (2) (2011), pp. 378-393.
  • [13] R. M. Łochowski, On the generalisation of the Hahn-Jordan decomposition for real càdlàg functions, Colloq. Math. 132 (1) (2013), pp. 121-138.
  • [14] R. M. Łochowski and P. Miłoś, On truncated variation, upward truncated variation and downward truncated variation for diffusions, Stochastic Process. Appl. 123 (2) (2013), pp. 446-474.
  • [15] P. A. Meyer, Limites médiales, d’après Mokobodzki, in: Séminaire de Probabilités VII (1971/72), Lecture Notes in Math., Vol. 321, Springer, Berlin 1973, pp. 198-204.
  • [16] T. Mikosch and R. Norvaiša, Stochastic integral equations without probability, Bernoulli 6 (3) (200), pp. 401-434.
  • [17] M. Nutz, Pathwise construction of stochastic integrals, Electron. Comm. Probab. 17 (24) (2012), pp. 1-7.
  • [18] P. E. Protter, Stochastic Integration and Differential Equations, second edition, Stoch. Model. Appl. Probab., Vol. 21, Springer, Berlin 2004.
  • [19] E. Wong and M. Zakai, On the convergence of ordinary integrals to stochastic integrals, Ann. Math. Statist. 36 (1965), pp. 1560-1564.
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
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