Matrix normalised stochastic compactness for a Levy process at zero

被引:1
|
作者
Maller, Ross A. [1 ]
Mason, David M. [2 ]
机构
[1] Australian Natl Univ, Res Sch Finance Actuarial Studies & Stat, Canberra, ACT 0200, Australia
[2] Univ Delaware, Dept Appl Econ & Stat, 206 Townsend Hall, Newark, DE 19717 USA
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2018年 / 23卷
基金
澳大利亚研究理事会;
关键词
vector-valued Levy Process; matrix-valued Levy process; small time convergence; matrix normalisation; stochastic compactness; domain of attraction; quadratic variation; SUMS; LAWS;
D O I
10.1214/18-EJP193
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
We give necessary and sufficient conditions for a d-dimensional Levy process (X-t)(t >= 0) to be in the matrix normalised Feller (stochastic compactness) classes FC and FC0 as t down arrow 0. This extends earlier results of the authors concerning convergence of a Levy process in R-d to normality, as the time parameter tends to 0. It also generalises and transfers to the Levy case classical results of Feller and Griffin concerning realand vector-valued random walks. The process (X-t) and its quadratic variation matrix together constitute a matrix-valued Levy process, and, in a further extension, we show that the condition derived for the process itself also guarantees the stochastic compactness of the combined matrix-valued process. This opens the way to further investigations regarding self-normalised processes.
引用
收藏
页数:37
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