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On times to quasi-stationarity for birth and death processes

Persi Diaconis 1, Laurent Miclo 2

(2007-07-23)

The purpose of this paper is to present a probabilistic proof of the well-known result stating that the time needed by a continuous-time finite birth and death process for going from the left end to the right end of its state space is a sum of independent exponential variables whose parameters are the sign reversed eigenvalues of the underlying generator with a Dirichlet condition at the right end. The exponential variables appear as fastest strong quasi-stationary times for successive dual processes associated to the original absorbed process. As an aftermath, we get an interesting probabilistic representation of the time marginal laws of the process in terms of ``local equilibria''.

1:	Department of Statistics - Stanford University
	Stanford University
2:	Laboratoire d'Analyse, Topologie, Probabilités (LATP)
	CNRS : UMR6632 – Université de Provence - Aix-Marseille I – Université Paul Cézanne - Aix-Marseille III

Subject

:

Mathematics/Probability

Keyword(s): birth and death processes – absorption times – sums of independent exponential variables – Dirichlet eigenvalues – fastest strong stationary times – strong dual processes – strong quasi-stationary times – local equilibria

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From: Laurent Miclo <>

Submitted on: Monday, 23 July 2007 13:21:23

Updated on: Monday, 23 July 2007 13:49:55