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The Quarterly Journal of Mathematics
Article . 1995 . Peer-reviewed
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ON THE STOCHASTIC SPECTRAL RADIUS FORMULA

On the stochastic spectral radius formula
Authors: Blower, Gordon;

ON THE STOCHASTIC SPECTRAL RADIUS FORMULA

Abstract

It is known that if \(\{Y_n\}\) is a stationary sequence of random matrices and \(|\cdot |\) a Banach algebra norm, then \[ \lim_{t \to \infty} {1\over t} \log |X_{0t}|= \gamma\;\text{ a.s.},\tag{1} \] where \(X_{0t} \equiv Y_1 Y_2 \dots Y_t\) and \(\gamma\) is a constant under hypotheses of the 0-1 law. The present paper is devoted to a generalization of this result to the case when \(X_{0t}\) to be of trace class can be partitioned in the form \(X_{0t} = \left [\begin{smallmatrix} A_t & B_t\\C_t & D_t\end{smallmatrix} \right]\). For these matrices a relation is derived, which is analogous to (1) and involves the trace-class norms of the off-diagonal parts \(B_t\) and \(C_t\). This relation in the case of Steinhaus random variables \(Y_n\) provides convergence of the off-diagonal terms of \(X_{0t}\) to their mean values.

Country
United Kingdom
Related Organizations
Keywords

spectral radius, Limit theorems in probability theory, Percolation, random matrices, infinite products

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
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