QUASI-STATIONARY DISTRIBUTIONS AND CONVERGENCE TO QUASI-STATIONARITY OF BIRTH-DEATH PROCESSES

被引:139
作者
VANDOORN, EA
机构
关键词
DECAY PARAMETER; DUALITY; ORTHOGONAL POLYNOMIALS; QUASI-LIMITING DISTRIBUTION; QUASI-STATIONARY DISTRIBUTION; RATE OF CONVERGENCE; SPECTRAL REPRESENTATION;
D O I
10.1017/S0001867800023880
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
For a birth-death process (X(t), t greater-than-or-equal-to 0) on the state space {-1, 0, 1,...}, where -1 is an absorbing state which is reached with certainty and {0, 1,...} is an irreducible class, we address and solve three problems. First, we determine the set of quasi-stationary distributions of the process, that is, the set of initial distributions which are such that the distribution of X(t), conditioned on non-absorption up to time t, is independent of t. Secondly, we determine the quasi-limiting distribution of X(t), that is, the limit as t --> infinity of the distribution of X(t), conditioned on non-absorption up to time t, for any initial distribution with finite support. Thirdly, we determine the rate of convergence of the transition probabilities of X(t), conditioned on non-absorption up to time t, to their limits. Some examples conclude the paper. Our main tools are the spectral representation for the transition probabilities of a birth-death process and a duality concept for birth-death processes.
引用
收藏
页码:683 / 700
页数:18
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