Behavior of the generalized Rosenblatt process at extreme critical exponent values

IF 2.1 1区 数学 Q1 STATISTICS & PROBABILITY
Shuyang Bai, M. Taqqu
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引用次数: 28

Abstract

The generalized Rosenblatt process is obtained by replacing the single critical exponent characterizing the Rosenblatt process by two different exponents living in the interior of a triangular region. What happens to that generalized Rosenblatt process as these critical exponents approach the boundaries of the triangle? We show by two different methods that on each of the two symmetric boundaries, the limit is non-Gaussian. On the third boundary, the limit is Brownian motion. The rates of convergence to these boundaries are also given. The situation is particularly delicate as one approaches the corners of the triangle, because the limit process will depend on how these corners are approached. All limits are in the sense of weak convergence in C[0,1]C[0,1]. These limits cannot be strengthened to convergence in L2(Ω)L2(Ω).
广义Rosenblatt过程在极端临界指数下的行为
用三角区域内的两个不同指数代替表征Rosenblatt过程的单一临界指数,得到了广义Rosenblatt过程。当这些临界指数接近三角形的边界时广义Rosenblatt过程会发生什么?我们用两种不同的方法证明了在每一个对称边界上,极限都是非高斯的。在第三个边界上,极限是布朗运动。并给出了这些边界的收敛速率。当一个人接近三角形的角时,情况特别微妙,因为极限过程将取决于如何接近这些角。所有的极限都在C[0,1]C[0,1]中的弱收敛意义上。这些限制不能加强到L2(Ω)L2(Ω)的收敛。
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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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