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A continuum-tree-valued Markov process

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Abstract

We present a construction of a Lévy continuum random tree (CRT) associated with a super-critical continuous state branching process using the so-called exploration process and a Girsanov theorem. We also extend the pruning procedure to this super-critical case. Let Ψ be a critical branching mechanism. We set Ψ θ(̇) = Ψ(̇ + θ) - Ψ(θ). Let Θ = (θ ,+∞) or Θ = [θ ,+∞) be the set of values of θ for which Ψ θ is a conservative branching mechanism. The pruning procedure allows to construct a decreasing Lévy-CRT-valued Markov process (Tθ θ Ψθ), such that T θ has branching mechanism Ψ θ. It is sub-critical if θ >0 and super-critical if θ <0. We then consider the explosion time A of the CRT: the smallest (negative) time A for which the continuous state branching process (CB) associated with T θ has finite total mass (i.e., the length of the excursion of the exploration process that codes the CRT is finite). We describe the law of A as well as the distribution of the CRT just after this explosion time. The CRT just after explosion can be seen as a CRT conditioned not to be extinct which is pruned with an independent intensity related to A. We also study the evolution of the CRT-valued process after the explosion time. This extends results from Aldous and Pitman on Galton-Watson trees. For the particular case of the quadratic branching mechanism, we show that after explosion the total mass of the CB behaves like the inverse of a stable subordinator with index 1/2. This result is related to the size of the tagged fragment for the fragmentation of Aldous's CRT.

Original languageEnglish
Pages (from-to)1167-1211
Number of pages45
JournalAnnals of Probability
Volume40
Issue number3
DOIs
Publication statusPublished - 1 May 2012

Keywords

  • Continuous state branching process
  • Continuum random tree
  • Exploration process
  • Explosion time
  • Pruning
  • Tree-valued markov process

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