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Gradient estimate for Ornstein-Uhlenbeck jump processes

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  • Wang, Feng-Yu

Abstract

By using absolutely continuous lower bounds of the Lévy measure, explicit gradient estimates are derived for the semigroup of the corresponding Lévy process with a linear drift. A derivative formula is presented for the conditional distribution of the process at time t under the condition that the process jumps before t. Finally, by using bounded perturbations of the Lévy measure, the resulting gradient estimates are extended to linear SDEs driven by Lévy-type processes.

Suggested Citation

  • Wang, Feng-Yu, 2011. "Gradient estimate for Ornstein-Uhlenbeck jump processes," Stochastic Processes and their Applications, Elsevier, vol. 121(3), pages 466-478, March.
  • Handle: RePEc:eee:spapps:v:121:y:2011:i:3:p:466-478
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    Cited by:

    1. Böttcher, Björn & Schilling, René L. & Wang, Jian, 2011. "Constructions of coupling processes for Lévy processes," Stochastic Processes and their Applications, Elsevier, vol. 121(6), pages 1201-1216, June.
    2. Yulin Song, 2020. "Gradient Estimates and Exponential Ergodicity for Mean-Field SDEs with Jumps," Journal of Theoretical Probability, Springer, vol. 33(1), pages 201-238, March.
    3. Wang, Jian, 2011. "Harnack inequalities for Ornstein-Uhlenbeck processes driven by Lévy processes," Statistics & Probability Letters, Elsevier, vol. 81(9), pages 1436-1444, September.
    4. Wang, Feng-Yu & Wang, Jian, 2013. "Coupling and strong Feller for jump processes on Banach spaces," Stochastic Processes and their Applications, Elsevier, vol. 123(5), pages 1588-1615.

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