Concentration inequalities for Stochastic Differential Equations with additive fractional noise

被引:3
|
作者
Varvenne, Maylis [1 ]
机构
[1] Univ Paul Sabatier, Inst Math Toulouse, 118 Route Narbonne, F-31062 Toulouse, France
来源
关键词
concentration inequalities; fractional Brownian motion; occupation measures; Stochastic Differential Equations; TRANSPORTATION COST;
D O I
10.1214/19-EJP384
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, we establish concentration inequalities both for functionals of the whole solution on an interval [0, T] of an additive SDE driven by a fractional Brownian motion with Hurst parameter H is an element of (0, 1) and for functionals of discrete-time observations of this process. Then, we apply this general result to specific functionals related to discrete and continuous-time occupation measures of the process.
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页数:22
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