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1. Multiplicative processes. In this paper, we apply the Perron-Frobenius theory of nonnegative matrices to provide a rigorous mathematical basis for the physical concept of "criticality," and for typical computational interpretations of this concept. Though the applications given are almost entirely new, few new mathematical results are given, and so many proofs will be omitted.