Large deviations and quasi-stationarity for density-dependent birth-death processes

Terence Chan

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6 Citations (Scopus)

Abstract

Consider a density-dependent birth-death process XN on a finite state space of size N. Let PN be the law (on D([0, T]) where T > 0 is arbitrary) of the density process XN/N and let ?N be the unique stationary distribution (on [0,1]) of XN/N, if it exists. Typically, these distributions converge weakly to a degenerate distribution as N ? 8, so the probability of sets not containing the degenerate point will tend to 0; large deviations is concerned with obtaining the exponential decay rate of these probabilities. Friedlin-Wentzel theory is used to establish the large deviations behaviour (as N ? 8)of PN. In the one-dimensional case, a large deviations principle for the stationary distribution ?N is obtained by elementary explicit computations. However, when the birth-death process has an absorbing state at 0 (so ?N no longer exists), the same elementary computations are still applicable to the quasi-stationary distribution, and we show that the quasi-stationary distributions obey the same large deviations principle as in the recurrent case. In addition, we address some questions related to the estimated time to absorption and obtain a large deviations principle for the invariant distribution in higher dimensions by studying a quasi-potential. © Australian Mathematical Society, 1998.

Original languageEnglish
Pages (from-to)238-256
Number of pages19
JournalJournal of the Australian Mathematical Society: Series B, Applied Mathematics
Volume40
Issue number2
Publication statusPublished - Oct 1998

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