CONDITIONAL FUNCTIONAL LIMIT THEOREM FOR A RANDOM RECURRENCE SEQUENCE CONDITIONED ON A LARGE DEVIATION EVENT

被引:0
作者
Shklyaev, A. V. [1 ]
机构
[1] Russian Acad Sci, Steklov Math Inst, Moscow, Russia
基金
俄罗斯科学基金会;
关键词
large deviations; functional limit theorem; branching processes; bisexual branching processes; random environment; BRANCHING-PROCESS;
D O I
10.1137/S0040585X97T991775
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
Let {Z(n), n >= 0} be a branching process in an independent and identically distributed (i.i.d.) random environment and {Sn, n >= 1} be the associated random walk with steps xi(i). Under the Cramer condition on xi(1) and moment assumptions on a number of descendants of one particle, we know the asymptotics of the large deviation probabilities P(ln Z(n) > x), where x/n > mu*. Here, mu*(;) is a parameter depending on the process type. We study the asymptotic behavior of the process trajectory under the condition of a large deviation event. In particular, we obtain a conditional functional limit theorem for the trajectory of (Z([nt]), t is an element of [0,1]) given ln Z(n)>x. This result is obtained in a more general model of linear recurrence sequence Yn+1=A(n)Y(n)+B-n, n >= 0, where {A(i)} is a sequence of i.i.d. random variables, Y-0, B-i, i >= 0, are possibly dependent and have different distributions, and we need only some moment assumptions on them.
引用
收藏
页码:99 / 116
页数:18
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