首页 | 本学科首页   官方微博 | 高级检索  
     


Geometry of mathbb{Z}^d and the Central Limit Theorem for Weakly Dependent Random Fields
Authors:Gonzalo Perera
Abstract:We study the asymptotic distribution of 
$$S_N (A,X) = sqrt {(2N + 1)} ^{ - d} (sum {_{n in A_N } } X_n )$$
where A is a subset of 
$$mathbb{Z}^d $$
, AN= Acap[–N, N]d, v(A) = limN card(AN) (2N+1)–disin(0, 1) and X is a stationary weakly dependent random field. We show that the geometry of A has a relevant influence on the problem. More specifically, SN(A, X) is asymptotically normal for each X that satisfies certain mixting hypotheses if and only if 
$$F_N (n;A) = {text{card{ }}A_N^c cap {text{(}}n + A_N {text{)} (}}2N + 1{text{)}}^{ - d} $$
has a limit F(n; A) as N rarr infin for each 
$$n in mathbb{Z}^d $$
. We also study the class of sets A that satisfy this condition.
Keywords:Central Limit Theorems  mixing random fields
本文献已被 SpringerLink 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号