On a fractional linear birth-death process

被引:32
|
作者
Orsingher, Enzo [1 ]
Polito, Federico [1 ]
机构
[1] Univ Roma La Sapienza, Dept Stat Probabil & Appl Stat, I-00185 Rome, Italy
关键词
extinction probabilities; fractional derivatives; fractional diffusion equations; generalized birth-death process; iterated Brownian motion; Mittag-Leffler functions; POISSON; EQUATIONS; TIME;
D O I
10.3150/10-BEJ263
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
In this paper, we introduce and examine a fractional linear birth-death process N(v)(t), t > 0, whose fractionality is obtained by replacing the time derivative with a fractional derivative in the system of difference-differential equations governing the state probabilities p(k)(v)(t) > 0, k >= 0. We present a subordination relationship connecting N(v)(t), t > 0, with the classical birth-death process N(t), t > 0, by means of the time process T(2v)(t), t > 0, whose distribution is related to a time-fractional diffusion equation. We obtain explicit formulas for the extinction probability p(0)(v)(t) and the state probabilities p(k)(v)(t), t > 0, k >= 1, in the three relevant cases lambda > mu, lambda < mu, lambda = mu (where lambda and mu are, respectively, the birth and death rates) and discuss their behaviour in specific situations. We highlight the connection of the fractional linear birth-death process with the fractional pure birth process. Finally, the mean values EN(v)(t) and Var N(v)(t) are derived and analyzed.
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页码:114 / 137
页数:24
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