On Times to Quasi-stationarity for Birth and Death Processes

被引:40
|
作者
Diaconis, Persi [3 ,4 ]
Miclo, Laurent [1 ,2 ]
机构
[1] Univ Aix Marseille 1, Ctr Math & Informat, Lab Analyse, F-13453 Marseille 13, France
[2] CNRS, Marseille, France
[3] Univ Nice Sophia Antipolis, CNRS, Nice, France
[4] Stanford Univ, Dept Math & Stat, Stanford, CA 94305 USA
关键词
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; DIFFUSION; SPECTRA; CHAINS;
D O I
10.1007/s10959-009-0234-6
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
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 negatives of the eigenvalues of the underlying generator when the right end is treated as an absorbing state. 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.".
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页码:558 / 586
页数:29
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