Limit theorems for multiplicative processes (Q1426860)

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scientific article; zbMATH DE number 2057328
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Limit theorems for multiplicative processes
scientific article; zbMATH DE number 2057328

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    Limit theorems for multiplicative processes (English)
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    15 March 2004
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    Let \(W\) be a random variable such that \(W\geq 0\), \(EW= 1\), and let \(\{W_{i_1\cdots i_n}\}\) be a family of independent copies of \(W\), indexed by all finite sequences \(i_1\cdots i_n\) of positive integers. For fixed \(r\) and \(n\) the random multiplicative measure \(\mu^n_r\) has, on each \(r\)-adic interval \(A^r_{i_1\cdots i_n}\) at \(n\)th level, the density \(W_{i_1}\cdots W_{i_1\cdots i_n}\) on \([0,1]\). For each fixed \(1\leq n\leq\infty\) the asymptotic properties (uniform law of large numbers, functional central limit theorem, large deviation principle) for the sequence of random measures \(\{\mu^n_r\}\) are studied as \(r\to\infty\).
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    self-similar cascades
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    Mandelbrot's martingales
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    random measures
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    laws of large numbers
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    functional central limit theorems
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    functional law of the iterated logarithm
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    large deviations
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