Generalized vector multiplicative cascades

被引:23
作者
Barral, J [1 ]
机构
[1] INRIA Rocquencourt, Project Fractales, F-78153 Le Chesnay, France
关键词
self-similar cascades; branching random walk; random environment; random measures; Hausdorff dimension; Banach-algebras-valued martingales; L-P convergence;
D O I
10.1017/S0001867800011241
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 define the extension of the so-called 'martingales in the branching random walk' in R or C to some Banach algebras B of infinite dimension and give conditions for their convergence, almost surely and in the L-P norm. This abstract approach gives conditions for the simultaneous convergence of uncountable families of such martingales constructed simultaneously in C, the idea being to consider such a family as a function-valued martingale in a Banach algebra of functions. The approach is an alternative to those of Biggins (1989), (1992) and Barral (2000), and it applies to a class of families to which the previous approach did not. We also give a result on the continuity of these multiplicative processes. Our results extend to a varying environment version of the usual construction: instead of attaching i.i.d. copies of a given random vector to the nodes of the tree boolean ORngreater than or equal to0N+n, the distribution of the vector depends on the node in the multiplicative cascade. In this context, when B = R and in the nonnegative case, we generalize the measure on the boundary of the tree usually related to the construction; then we evaluate the dimension of this nonstatistically self-similar measure. In the self-similar case, our convergence results make it possible to simultaneously define uncountable families of such measures, and then to estimate their dimension simultaneously.
引用
收藏
页码:874 / 895
页数:22
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