Limit theorems for products of positive random matrices

被引:87
作者
Hennion, H [1 ]
机构
[1] Univ Rennes 1, Inst Math, F-35042 Rennes, France
关键词
positive random matrices; mixing; limit theorems;
D O I
10.1214/aop/1023481103
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 S be the set of q x q matrices with positive entries, such that each column and each row contains a strictly positive element, and denote by S degrees the subset of these matrices, all entries of which are strictly positive. Consider a random ergodic sequence (X-n)(n greater than or equal to 1) in S. The aim of this paper is to describe the asymptotic behavior of the random products X-(n) = X-n... X-1, n greater than or equal to 1, under the main hypothesis P(U)(n greater than or equal to 1)[X-(n) is an element of S degrees]) > 0. We first study the behavior "in direction" of row and column vectors of X-(n). Then, adding a moment condition, we prove a law of large numbers for the entries and lengths of these Vectors and also for the spectral radius of X-(n). Under the mixing hypotheses that are usual in the case of sums of real random variables, we get a central limit theorem for the previous quantities. The variance of the Gaussian limit law is strictly positive except when (X-(n))(n greater than or equal to 1) is tight. This tightness property is fully studied when the X-n, n greater than or equal to 1, are independent.
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收藏
页码:1545 / 1587
页数:43
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