Moderate deviations on Poisson chaos

被引:0
|
作者
Schulte, Matthias [1 ]
Thaele, Christoph [2 ]
机构
[1] Hamburg Univ Technol, Inst Math, Hamburg, Germany
[2] Ruhr Univ Bochum, Fac Math, Bochum, Germany
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2024年 / 29卷
关键词
cumulants; moderate deviations; multiple stochastic integrals; Poisson processes; stochastic geometry; U-statistics; FINE GAUSSIAN FLUCTUATIONS; CENTRAL LIMIT-THEOREMS; U-STATISTICS; NORMAL APPROXIMATION; CUMULANTS; SPACE;
D O I
10.1214/24-EJP1206
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
This paper deals with U-statistics of Poisson processes and multiple Wiener-Ito integrals on the Poisson space. Via sharp bounds on the cumulants for both classes of random variables, moderate deviation principles, concentration inequalities and normal approximation bounds with Cramer correction are derived. It is argued that the results obtained in this way are in a sense best possible and cannot be improved systematically. Applications in stochastic geometry and to functionals of Ornstein-Uhlenbeck-Levy processes are investigated.
引用
收藏
页数:28
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