补偿协变鞅稳定族的混沌表示性质

IF 2.1 1区 数学 Q1 STATISTICS & PROBABILITY Annals of Probability Pub Date : 2015-09-29 DOI:10.1214/15-AOP1066
P. D. Tella, H. Engelbert
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引用次数: 9

摘要

本文研究了有限时间区间[0,T][0,T]上若干平方可积鞅族XX的混沌表示性质。为此,我们引入了这类族的补偿共变稳定性的概念。混沌表示性质将使用对给定族XX的平方可积鞅的迭代积分来定义,该族XX对所有X,Y∈XX,Y∈X具有确定的相互可预测的协变⟨X,Y⟩⟨X,Y⟩。本文的主要结果在下面的定理5.8中陈述:如果XX是一个补偿协变稳定的平方可积鞅族,使得⟨X,Y⟩⟨X,Y⟩对所有X,Y∈XX,Y∈X是确定的,并且,XX生成的单项式系统在L2(Ω,FXT,P)L2(Ω,FTX,P)中是全的,那么XX对σσ-域FXTFTX具有混沌表示性质。我们将把这个结果应用于列维过程的情况。相对于由Levy过程生成的滤波FLFL,我们构造了具有混沌表示性质的鞅族。为了说明一般结果,我们还将讨论在连续高斯鞅族和独立补偿泊松过程族中的应用。对于列维过程,我们给出了包括Teugels鞅在内的鞅的几个具体族XX的例子,以此来结束本文。
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The chaotic representation property of compensated-covariation stable families of martingales
In the present paper, we study the chaotic representation property for certain families XX of square integrable martingales on a finite time interval [0,T][0,T]. For this purpose, we introduce the notion of compensated-covariation stability of such families. The chaotic representation property will be defined using iterated integrals with respect to a given family XX of square integrable martingales having deterministic mutual predictable covariation ⟨X,Y⟩⟨X,Y⟩ for all X,Y∈XX,Y∈X. The main result of the present paper is stated in Theorem 5.8 below: If XX is a compensated-covariation stable family of square integrable martingales such that ⟨X,Y⟩⟨X,Y⟩ is deterministic for all X,Y∈XX,Y∈X and, furthermore, the system of monomials generated by XX is total in L2(Ω,FXT,P)L2(Ω,FTX,P), then XX possesses the chaotic representation property with respect to the σσ-field FXTFTX. We shall apply this result to the case of Levy processes. Relative to the filtration FLFL generated by a Levy process LL, we construct families of martingales which possess the chaotic representation property. As an illustration of the general results, we will also discuss applications to continuous Gaussian families of martingales and independent families of compensated Poisson processes. We conclude the paper by giving, for the case of Levy processes, several examples of concrete families XX of martingales including Teugels martingales.
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来源期刊
Annals of Probability
Annals of Probability 数学-统计学与概率论
CiteScore
4.60
自引率
8.70%
发文量
61
审稿时长
6-12 weeks
期刊介绍: The Annals of Probability publishes research papers in modern probability theory, its relations to other areas of mathematics, and its applications in the physical and biological sciences. Emphasis is on importance, interest, and originality – formal novelty and correctness are not sufficient for publication. The Annals will also publish authoritative review papers and surveys of areas in vigorous development.
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