The domain of definition of the Levy white noise

被引:6
作者
Fageot, Julien [1 ]
Humeau, Thomas [2 ]
机构
[1] McGill Univ, Montreal, PQ, Canada
[2] Ecole Polytech Fed Lausanne, Lausanne, Switzerland
基金
欧洲研究理事会;
关键词
Levy white noise; Generalized random processes; Independently scattered random measures; SPDEs; DIFFERENTIAL-EQUATIONS DRIVEN; CHARACTERISTIC FUNCTIONALS; SPARSE;
D O I
10.1016/j.spa.2021.01.007
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
It is possible to construct Levy white noises as generalized random processes in the sense of Gel'fand and Vilenkin, or as an independently scattered random measures introduced by Rajput and Rosinski. In this article, we unify those two approaches by extending the Levy white noise (X) over dot, defined as a generalized random process, to an independently scattered random measure. We are then able to give general integrability conditions for Levy white noises, thereby maximally enlarging their domain of definition. Based on this connection, we provide new criteria for the practical determination of the domain of definition, including specific results for the subfamilies of Gaussian, symmetric-a-stable, generalized Laplace, and compound Poisson white noises. We also apply our results to formulate a general criterion for the existence of generalized solutions of linear stochastic partial differential equations driven by a Levy white noise. (C) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:75 / 102
页数:28
相关论文
共 69 条
[1]   Safety of Combination Immune Checkpoint Inhibitors Compared to Monotherapy; A Systematic Review and Meta-Analysis [J].
Abdelhafeez, Ahmed A. M. ;
Shohdy, Kyrillus S. ;
Ibrahim, Wael .
CANCER INVESTIGATION, 2020, 38 (03) :150-157
[2]   Towards Three-Dimensional Conformal Probability [J].
Abdesselam A. .
p-Adic Numbers, Ultrametric Analysis and Applications, 2018, 10 (4) :233-252
[3]  
Adler R. J., 1983, STOCHASTIC PROCESS A, V15, P3
[4]   Sparsity and Infinite Divisibility [J].
Amini, Arash ;
Unser, Michael .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2014, 60 (04) :2346-2358
[5]  
[Anonymous], 1979, FUNCTIONAL INTEGRATI
[6]  
[Anonymous], 1987, Mathematics and its Applications
[7]  
[Anonymous], 1998, LEVY PROCESSES
[8]  
[Anonymous], 1977, Pure and Applied Mathematics
[9]  
[Anonymous], 2001, LAPLACE DISTRIBUTION
[10]  
[Anonymous], 1994, STABLE NONGAUSSIAN R, DOI DOI 10.1201/9780203738818