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A note on products of random matrices

Göran Högnäs

Statistics & Probability Letters, 1987, vol. 5, issue 5, 367-370

Abstract: Let P be a probability distribution on a set of d x d matrices. Let Pn denote the n-fold convolution of P with itself. Then tightness of the sequence Pn implies that the Cesáro sequence (1/n[sigma] Pn converges to an idempotent probability measure Q and the support of Q is exactly the set m(S) of matrices of minimal rank in the semigroup S generated by the support of P. Furthermore the set m(S) is a completely simple semigroup with compact group factor. The convergence of Pn can be characterized in terms of the Rees-Suschkewitsch decomposition of m(S).

Keywords: completely; simple; semigroups; minimal; rank; idempotent; probability; measures; tightness; of; matrix; products (search for similar items in EconPapers)
Date: 1987
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