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Time Regularity of Generalized Ornstein–Uhlenbeck Processes with Lévy Noises in Hilbert Spaces

Author

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  • Yong Liu

    (Peking University)

  • Jianliang Zhai

    (University of Science and Technology of China)

Abstract

In this paper we first obtain a necessary condition for $$H$$ H -càdlàg modification and $$H$$ H -weakly càdlàg modification of generalized Ornstein–Uhlenbeck processes with Lévy noises in Hilbert spaces $$H$$ H . Then we give a necessary and sufficient condition for the $$H$$ H -càdlàg modification and $$H$$ H -weakly càdlàg modification of Ornstein–Uhlenbeck processes driven by cylindrical $$\alpha $$ α -semistable processes. Secondly, we investigate the properties of cylindrical càdlàg modification and $$V$$ V -cylindrical càdlàg modification. Applying the obtained results to diagonal Ornstein–Uhlenbeck processes with $$\alpha $$ α -stable noises, we show a necessary and sufficient condition for cylindrical càdlàg modification and $$V$$ V -cylindrical càdlàg modification in the symmetric case for $$\alpha \in (0,1)$$ α ∈ ( 0 , 1 ) and give a sufficient condition in the general case for $$\alpha \in (0,2)$$ α ∈ ( 0 , 2 ) . Some examples illustrate the relations among the concepts of various càdlàg modifications.

Suggested Citation

  • Yong Liu & Jianliang Zhai, 2016. "Time Regularity of Generalized Ornstein–Uhlenbeck Processes with Lévy Noises in Hilbert Spaces," Journal of Theoretical Probability, Springer, vol. 29(3), pages 843-866, September.
  • Handle: RePEc:spr:jotpro:v:29:y:2016:i:3:d:10.1007_s10959-015-0594-z
    DOI: 10.1007/s10959-015-0594-z
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    References listed on IDEAS

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    1. Peszat, S. & Zabczyk, J., 2013. "Time regularity of solutions to linear equations with Lévy noise in infinite dimensions," Stochastic Processes and their Applications, Elsevier, vol. 123(3), pages 719-751.
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