Regeneration in Random Combinatorial Structures
Probability
2009-01-29 v1
Abstract
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.
Cite
@article{arxiv.0901.4444,
title = {Regeneration in Random Combinatorial Structures},
author = {Alexander V. Gnedin},
journal= {arXiv preprint arXiv:0901.4444},
year = {2009}
}
Comments
A mini-course read at the School on Information and Randomness 2008, in Santiago de Chile