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arxiv: 0708.1239 · v3 · submitted 2007-08-09 · ❄️ cond-mat.stat-mech · math.PR

Selfdecomposability and selfsimilarity: a concise primer

classification ❄️ cond-mat.stat-mech math.PR
keywords levyprocessesselfdecomposableselfsimilarityadditiveanalyzecentralclasses
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We summarize the relations among three classes of laws: infinitely divisible, selfdecomposable and stable. First we look at them as the solutions of the Central Limit Problem; then their role is scrutinized in relation to the Levy and the additive processes with an emphasis on stationarity and selfsimilarity. Finally we analyze the Ornstein-Uhlenbeck processes driven by Levy noises and their selfdecomposable stationary distributions, and we end with a few particular examples.

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