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arxiv: 0901.4444 · v1 · submitted 2009-01-28 · 🧮 math.PR

Regeneration in Random Combinatorial Structures

classification 🧮 math.PR
keywords partitionsstructurestheoryewens-pitmankingmanpaintboxregenerationregenerative
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Theory of Kingman's partition structures has two culminating points: the general paintbox representation, relating finite partitions to hypothetical infinite populations via a natural sampling procedure, known as Kingman's paintbox; a central example of the theory - the Ewens-Pitman two-parameter family of partitions. In these notes we further develop the theory by passing to structures enriched by the order on the collection of categories; extending the class of tractable models by exploring the idea of regeneration; analysing regenerative properties of the Ewens-Pitman partitions; studying asymptotic features of the regenerative compositions.

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