Weak convergence of integral functionals constructed from solutions of Itô’s stochastic differential equations with non-regular dependence on a parameter
Authors:
G. L. Kulinich, S. V. Kushnirenko and Yu. S. Mishura
Translated by:
N. N. Semenov
Journal:
Theor. Probability and Math. Statist. 96 (2018), 111-125
MSC (2010):
Primary 60H10; Secondary 60F17, 60J60
DOI:
https://doi.org/10.1090/tpms/1037
Published electronically:
October 5, 2018
MathSciNet review:
3666875
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Abstract: The weak convergence of the functionals $\int _0^tg_T(\xi _T (s)) dW_T(s)$, $t\ge 0$, is studied as $T\to \infty$, where $\xi _T(t)$ is a strong solution of the stochastic differential equation $d\xi _T (t)=a_T(\xi _T(t)) dt+dW_T(t)$ and $T>0$ is a parameter. Here $a_T (x)$, $x\in \mathbb {R}$, are some real-valued measurable functions such that $\left |a_T(x)\right |\leq C_T$ for all $x$, $W_T(t)$ are standard Wiener processes, and $g_T (x)$ are real-valued measurable locally bounded non-random functions. The explicit form of the limit processes is found in the case where both $g_T (x)$ and $a_T (x)$ depend on the parameter in a non-regular way.
References
- Ĭ. Ī. Gīhman and A. V. Skorohod, Stochastic differential equations, Springer-Verlag, New York-Heidelberg, 1972. Translated from the Russian by Kenneth Wickwire; Ergebnisse der Mathematik und ihrer Grenzgebiete, Band 72. MR 0346904
- I. I. Gikhman and A. V. Skorokhod, Introduction to the theory of random processes, W. B. Saunders Co., Philadelphia, Pa.-London-Toronto, Ont., 1969. Translated from the Russian by Scripta Technica, Inc. MR 0247660
- G. L. Kulinič, Limiting behavior of distributions of a solution of the stochastic diffusion equation, Ukrain. Mat. Ž. 19 (1967), no. 2, 119–125 (Russian). MR 0211467
- G. L. Kulinich, On the limit behavior of the distribution of the solution of a stochastic diffusion equation, Theory Probab. Appl. 12 (1967), no. 3, 497–499.
- G. L. Kulinich, Limit distributions for functionals of integral type of unstable diffusion processes, Theory Probab. Math. Statist. 11 (1976), 82–86.
- Grigorii L. Kulinich and Eugenii P. Kaskun, On the asymptotic behavior of solutions of one-dimensional Ito’s stochastic differential equations with singularity points, Proceedings of the Donetsk Colloquium on Probability Theory and Mathematical Statistics (1998), 1998, pp. 189–197. MR 2026628
- Grigorij Kulinich, Svitlana Kushnirenko, and Yuliia Mishura, Asymptotic behavior of homogeneous additive functionals of the solutions of Itô stochastic differential equations with nonregular dependence on parameter, Mod. Stoch. Theory Appl. 3 (2016), no. 2, 191–208. MR 3519724, DOI https://doi.org/10.15559/16-VMSTA58
- G. L. Kulīnīch, S. V. Kushnīrenko, and Yu. S. Mīshura, Asymptotic behavior of integral functionals of martingale type for unstable solutions of stochastic differential equations, Teor. Ĭmovīr. Mat. Stat. 90 (2014), 102–112 (Ukrainian, with English, Russian and Ukrainian summaries); English transl., Theory Probab. Math. Statist. 90 (2015), 115–126. MR 3242024, DOI https://doi.org/10.1090/S0094-9000-2015-00953-4
- G. L. Kulīnīch, S. V. Kushnīrenko, and Yu. S. Mīshura, Limit behavior of functionals of a diffusion-type processes, Teor. Ĭmovīr. Mat. Stat. 92 (2015), 89–102 (Ukrainian, with English, Russian and Ukrainian summaries); English transl., Theory Probab. Math. Statist. 92 (2016), 93–107. MR 3553429, DOI https://doi.org/10.1090/tpms/985
- N. V. Krylov, Itô’s stochastic integral equations, Teor. Verojatnost. i Primenen 14 (1969), 340–348 (Russian, with English summary). MR 0270462
- Yu. V. Prokhorov, Convergence of random processes and limit theorems in probability theory, Teor. Veroyatnost. i Primenen. 1 (1956), 177–238 (Russian, with English summary). MR 0084896
- A. V. Skorokhod, Studies in the theory of random processes, Addison-Wesley Publishing Co., Inc., Reading, Mass., 1965. Translated from the Russian by Scripta Technica, Inc. MR 0185620
- A. V. Skorohod and N. P. Slobodenjuk, Predel′nye teoremy dlya sluchaĭ nykh bluzhdaniĭ, Izdat. “Naukova Dumka”, Kiev, 1970 (Russian). MR 0282419
- A. Ju. Veretennikov, Strong solutions of stochastic differential equations, Teor. Veroyatnost. i Primenen. 24 (1979), no. 2, 348–360 (Russian, with English summary). MR 532447
References
- I. I. Gikhman and A. V. Skorokhod, Stochastic Differential Equations, Springer, Berlin–New York, 1972. MR 0346904
- I. I. Gikhman and A. V. Skorokhod, Introduction to the Theory of Random Processes, W. B. Saunders Co., Philadelphia–London–Toronto, 1969. MR 0247660
- G. L. Kulinich, Limit behavior of the distribution of the solution of a stochastic diffusion equation, Ukr. Math. J. 19 (1968), 231–235. MR 0211467
- G. L. Kulinich, On the limit behavior of the distribution of the solution of a stochastic diffusion equation, Theory Probab. Appl. 12 (1967), no. 3, 497–499.
- G. L. Kulinich, Limit distributions for functionals of integral type of unstable diffusion processes, Theory Probab. Math. Statist. 11 (1976), 82–86.
- G. L. Kulinich and E. P. Kaskun, On the asymptotic behavior of solutions of one-dimensional Ito’s stochastic differential equations with singularity points, Theory Stoch. Process. 4 (20) (1998), no. 1–2, 189–197. MR 2026628
- G. Kulinich, S. Kushnirenko, and Yu. Mishura, Asymptotic behavior of homogeneous additive functionals of the solutions of Ito stochastic differential equations with nonregular dependence on parameter, Mod. Stoch. Theory Appl. 3 (2016), no. 2, 191–208. MR 3519724
- G. L. Kulinich, S. V. Kushnirenko, and Yu. S. Mishura, Asymptotic behavior of the martingale type integral functionals for unstable solutions to stochastic differential equations, Theory Probab. Math. Statist. 90 (2015), 115–126. MR 3242024
- G. L. Kulinich, S. V. Kushnirenko, and Yu. S. Mishura, Limit behavior of functionals of diffusion type processes, Theory Probab. Math. Statist. 92 (2016), 93–107. MR 3553429
- N. V. Krylov, On Itô’s stochastic integral equations, Theory Probab. Appl. 14 (1969), no. 2, 330–336. MR 0270462
- Yu. V. Prokhorov, Convergence of random processes and limit theorems in probability theory, Theory Probab. Appl. 1 (1956), no. 2, 157–214. MR 0084896
- A. V. Skorokhod, Studies in the Theory of Random Processes, Addison-Wesley Publishing Co., Inc., Reading, Mass., 1965. MR 0185620
- A. V. Skorokhod and N. P. Slobodenyuk, Limit Theorems for Random Walks, “Naukova Dumka”, Kiev, 1970. (Russian) MR 0282419
- A. Yu. Veretennikov, On the strong solutions of stochastic differential equations, Theory Probab. Appl. 24 (1979), no. 2, 354–366. MR 532447
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Additional Information
G. L. Kulinich
Affiliation:
Department of General Mathematics, Faculty for Mechanics and Mathematics, Taras Shevchenko National University of Kyiv, Volodymyrs’ka Street, 64/13, 01601, Kyiv, Ukraine
Email:
zag_mat@univ.kiev.ua
S. V. Kushnirenko
Affiliation:
Department of General Mathematics, Faculty for Mechanics and Mathematics, Taras Shevchenko National University of Kyiv, Volodymyrs’ka Street, 64/13, 01601, Kyiv, Ukraine
Email:
bksv@univ.kiev.ua
Yu. S. Mishura
Affiliation:
Department of Probability Theory, Statistics, and Actuarial Mathematics, Faculty for Mechanics and Mathematics, Taras Shevchenko National University of Kyiv, Volodymyrs’ka Street, 64/13, 01601, Kyiv, Ukraine
Email:
myus@univ.kiev.ua
Keywords:
Diffusion type processes,
limit behavior of integral functionals,
non-regular dependence on a parameter
Received by editor(s):
January 24, 2017
Published electronically:
October 5, 2018
Article copyright:
© Copyright 2018
American Mathematical Society