FINITE AND INFINITE SYSTEMS OF INTERACTING DIFFUSIONS

Citation
Jt. Cox et al., FINITE AND INFINITE SYSTEMS OF INTERACTING DIFFUSIONS, Probability theory and related fields, 103(2), 1995, pp. 165-197
Citations number
31
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
01788051
Volume
103
Issue
2
Year of publication
1995
Pages
165 - 197
Database
ISI
SICI code
0178-8051(1995)103:2<165:FAISOI>2.0.ZU;2-I
Abstract
We study the problem of relating the long time behavior of finite and infinite systems of locally interacting components. We consider in det ail a class of linearly interacting diffusions x(t) = {x(i)(t), i is a n element of Z(d)}, in the regime where there is a one-parameter famil y of nontrivial invariant measures. For these systems there are natura lly defined corresponding finite systems, x(N)(t) = {x(i)(N)(t), i is an element of Lambda(N)}, with Lambda(N) = (-N,N](d) boolean AND Z(d). Our main result gives a comparison between the laws of x(t(N)) and x( N)(t(N)) for times t(N) --> infinity as N --> infinity. The comparison involves certain mixtures of the invariant measures for the infinite system.