A Stochastic Gronwall Inequality And Applications To Moments, Strong Completeness, Strong Local Lipschitz Continuity, And Perturbations

ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES(2021)

引用 0|浏览0
暂无评分
摘要
There are numerous applications of the classical (deterministic) Gronwall inequality. Recently, Michael Scheutzow discovered a stochastic Gronwall inequality which provides upper bounds for p-th moments, p is an element of (0, 1), of the supremum of nonnegative scalar continuous processes which satisfy a linear integral inequality. In this article we complement this with upper bounds for p-th moments, p is an element of [2, infinity), of the supremum of general Ito processes which satisfy a suitable one-sided affine-linear growth condition. As example applications, we improve known results on strong local Lipschitz continuity in the starting point of solutions of stochastic differential equations (SDEs), on (exponential) moment estimates for SDEs, on strong completeness of SDEs, and on perturbation estimates for SDEs.
更多
查看译文
关键词
Stochastic Gronwall inequality, Stochastic Gronwall lemma, Martingale inequality, Exponential moments, Strong completeness, Strong local Lipschitz continuity, Perturbation theory
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要