Regeneration in Random Combinatorial Structures

Details Regeneration in Random Combinatorial Structures Regeneration in Random Combinatorial Structures

2009-01-28

arxiv.org/abs/0901.4444v1

Mathematics

Probability

A mini-course read at the School on Information and Randomness 2008, in Santiago de Chile

Scientific paper

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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