Lipschitz conditions for stochastic processes in the Banach spaces $\mathbb {F}_\psi (\Omega )$ of random variables
Authors:
D. V. Zatula and Yu. V. Kozachenko
Translated by:
S. Kvasko
Journal:
Theor. Probability and Math. Statist. 91 (2015), 43-60
MSC (2010):
Primary 60G07; Secondary 60G17
DOI:
https://doi.org/10.1090/tpms/965
Published electronically:
February 3, 2016
MathSciNet review:
3364122
Full-text PDF Free Access
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Abstract: The Lipschitz continuity is studied for stochastic processes \[ X=(X(t),t\in \mathbb {T}) \] belonging to the Banach spaces $\mathbb {F}_\psi (\Omega )$, where $(\mathbb {T},\rho )$ is a metric space. Some bounds for the distributions of the norms of stochastic processes in the Lipschitz spaces are also obtained.
References
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References
- M. Braverman and G. Samorodnitsky, Symmetric infinitely divisible processes with sample paths in Orlicz spaces and absolute continuity of infinitely divisible processes, Stoch. Process. Appl. 78 (1998), no. 1, 1–26. MR 1653284 (99h:60009)
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- Antonini R. Giuliano, Yu. Kozachenko, and A. Volodin, Convergence of series of dependent $\phi$-sub-Gaussian random variables, J. Math. Anal. Appl. 338 (2008), 1188–1203. MR 2386491 (2008m:60050)
- S. V. Ermakov and E. I. Ostrovskiĭ, Conditions for the continuity, exponential estimates, and central limit theorem for random fields, Dep. VINITI, #3752-B.86.0, 1986. (Russian)
- Yu. V. Kozachenko, Random processes in Orlicz spaces. I, Teor. Veroytnost. Matem. Statist. 30 (1984), 92–107; English transl. in Theory Probab. Math. Stat. 30 (1985), 103–117. MR 800835 (86m:60111)
- Yu. V. Kozachenko, Random processes in Orlicz spaces. II, Teor. Veroytnost. Matem. Statist. 31 (1984), 44–50; English transl. in Theory Probab. Math. Stat. 31 (1985), 51–58. MR 816125 (87b:60063)
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- D. V. Zatula, Moduli of continuity of stochastic processes belonging to Orlicz spaces of random variables defined on an interval, Visti Taras Shevchenko Nat. Univer. Ser. Physics Matem. (2013), no. 2, 23–28.
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Additional Information
D. V. Zatula
Affiliation:
Department of Probability Theory, Statistics, and Actuarial Mathematics, Faculty for Mechanics and Mathematics, National Taras Shevchenko University, Academician Glushkov Avenue, 6, Kyiv 03127, Ukraine
Email:
dm$_$zatula@mail.ru
Yu. V. Kozachenko
Affiliation:
Department of Probability Theory, Statistics, and Actuarial Mathematics, Faculty for Mechanics and Mathematics, National Taras Shevchenko University, Academician Glushkov Avenue, 6, Kyiv 03127, Ukraine
Email:
yvk@univ.kiev.ua
Keywords:
Banach spaces $\mathbb {F}_\psi (\Omega )$,
stochastic processes,
Lipschitz conditions,
continuity modulus,
metric massiveness
Received by editor(s):
June 23, 2014
Published electronically:
February 3, 2016
Article copyright:
© Copyright 2016
American Mathematical Society