English

Moment bounds for dissipative semimartingales with heavy jumps

Probability 2021-06-15 v2

Abstract

In this paper we show that if large jumps of an It\^o-semimartingale XX have a finite pp-moment, p>0p>0, the radial part of its drift is dominated by Xκ-|X|^\kappa for some κ1\kappa\geq -1, and the balance condition p+κ>1p+\kappa>1 holds true, then under some further natural technical assumptions supt0EXtpX<\sup_{t\geq 0} \mathbf{E} |X_t|^{p_X}<\infty for each pX(0,p+κ1)p_X\in(0,p+\kappa-1). The upper bound p+κ1p+\kappa-1 is generically optimal. The proof is based on the extension of the method of Lyapunov functions to the semimartingale framework. The uniform moment estimates obtained in this paper are indispensable for the analysis of ergodic properties of L\'evy driven stochastic differential equations and L\'evy driven multi-scale systems.

Keywords

Cite

@article{arxiv.2004.12449,
  title  = {Moment bounds for dissipative semimartingales with heavy jumps},
  author = {Alexei Kulik and Ilya Pavlyukevich},
  journal= {arXiv preprint arXiv:2004.12449},
  year   = {2021}
}

Comments

31 pages, new paper's structure, new Theorem 2.12