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Pruning Galton-Watson Trees and Tree-valued Markov Processes

Authors :
Abraham, Romain
Delmas, Jean-Francois
He, Hui
Source :
Annales de l'Institut Henri Poincar\'e (B) Probabilit\'es et Statistiques 48, 3 (2012) 688-705
Publication Year :
2010

Abstract

We present a new pruning procedure on discrete trees by adding marks on the nodes of trees. This procedure allows us to construct and study a tree-valued Markov process $\{{\cal G}(u)\}$ by pruning Galton-Watson trees and an analogous process $\{{\cal G}^*(u)\}$ by pruning a critical or subcritical Galton-Watson tree conditioned to be infinite. Under a mild condition on offspring distributions, we show that the process $\{{\cal G}(u)\}$ run until its ascension time has a representation in terms of $\{{\cal G}^*(u)\}$. A similar result was obtained by Aldous and Pitman (1998) in the special case of Poisson offspring distributions where they considered uniform pruning of Galton-Watson trees by adding marks on the edges of trees.

Subjects

Subjects :
Mathematics - Probability

Details

Database :
arXiv
Journal :
Annales de l'Institut Henri Poincar\'e (B) Probabilit\'es et Statistiques 48, 3 (2012) 688-705
Publication Type :
Report
Accession number :
edsarx.1007.0370
Document Type :
Working Paper
Full Text :
https://doi.org/10.1214/11-AIHP423