Analysis of the accuracy of estimates of the first moments of solving SDE with Wiener and Poisson components by Monte Carlo method
Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 19 (2016) no. 1, pp. 33-45.

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In this paper, we investigate the accuracy of estimates of the first moments of a numerical solution to SDE with the Wiener and the Poisson components by the generalized Euler explicit method. The exact expressions for the mathematical expectation and variance of the test SDE solution are obtained. These expressions allow us to investigate the dependence of the accuracy of estimates obtained by Monte Carlo method on the values of SDE parameters, the size of an integration step, and the size of an ensemble of simulated trajectories of the solution. The results of the numerical experiments are presented.
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S. S. Artemiev; M. A. Yakunin. Analysis of the accuracy of estimates of the first moments of solving SDE with Wiener and Poisson components by Monte Carlo method. Sibirskij žurnal vyčislitelʹnoj matematiki, Tome 19 (2016) no. 1, pp. 33-45. http://geodesic.mathdoc.fr/item/SJVM_2016_19_1_a4/

[1] Artem'ev S. S., Korneev V. D., “Chislennoe reshenie stokhasticheskikh differentsial'nykh uravneniy na superkomp'yuterakh”, Sib. zhurn. vychisl. matematiki (Novosibirsk), 14:1 (2011), 5–17 | Zbl

[2] Artem'ev S. S., Ivanov A. A., Korneev V. D., “Chislennyy analiz stokhasticheskikh ostsillyatorov na superkomp'yuterakh”, Sib. zhurn. vychisl. matematiki (Novosibirsk), 15:1 (2012), 31–43 | Zbl

[3] Artem'ev S. S., Korneev V. D., Yakunin M. A., “Chislennoe reshenie stokhasticheskikh differentsial'nykh uravneniy so sluchaynoy strukturoy na superkomp'yuterakh”, Sib. zhurn. vychisl. matematiki (Novosibirsk), 16:4 (2013), 303–311 | MR | Zbl

[4] Artem'ev S. S., Yakunin M. A., Matematicheskoe i statisticheskoe modelirovanie v finansakh, Izd-vo IVMiMG SO RAN, Novosibirsk, 2008

[5] Averina T. A., Yakunin M. A., “Otsenki parametrov modeli tsenovogo ryada v vide resheniya lineynogo SDU s puassonovskoy sostavlyayushchey”, Sib. zhurn. vychisl. matematiki (Novosibirsk), 12:2 (2009), 121–129 | Zbl

[6] Averina T. A., “Chislennoe reshenie stokhasticheskikh differentsial'nykh uravneniy s puassonovskoy sostavlyayushchey”, Teoriya i prilozheniya statisticheskogo modelirovaniya, Sb. nauchnykh statey, Novosibirsk, 1989, 81–89 | Zbl

[7] Gikhman I. I., Skorokhod A. V., Stokhasticheskie differentsial'nye uravneniya, Naukova dumka, Kiev, 1968 | MR

[8] Hanson F. B., Applied Stochastic Processes and Control for Jump-Diffusions: Modeling, Analysis, and Computation, SIAM Books: Advances in Design and Control Series, 13, 2007 | MR | Zbl

[9] Privault N., Notes on Stochastic Finance, , 2013 http://www.ntu.edu.sg/home/nprivault/indext.html

[10] Artem'ev S. S., Chislennoe reshenie zadachi Koshi dlya sistem obyknovennykh i stokhasticheskikh differentsial'nykh uravneniy, Izd-vo VTs SO RAN, Novosibirsk, 1993