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Large Deviations for SDE driven by Heavy-tailed L\'evy Processes

Probability 2023-09-15 v3

Abstract

We obtain sample-path large deviations for a class of one-dimensional stochastic differential equations with bounded drifts and heavy-tailed L\'evy processes. These heavy-tailed L\'evy processes do not satisfy the exponential integrability condition, which is a common restriction on the L\'evy processes in existing large deviations contents. We further prove that the solution processes satisfy a weak large deviation principle with a discrete rate function and logarithmic speed. We also show that they do not satisfy the full large deviation principle.

Keywords

Cite

@article{arxiv.2101.03856,
  title  = {Large Deviations for SDE driven by Heavy-tailed L\'evy Processes},
  author = {Wei Wei and Qiao Huang and Jinqiao Duan},
  journal= {arXiv preprint arXiv:2101.03856},
  year   = {2023}
}

Comments

18 pages

R2 v1 2026-06-23T21:59:16.734Z