On the extinction of continuous state branching processes with catastrophes

被引:30
作者
Bansaye, Vincent [1 ]
Pardo Millan, Juan Carlos [2 ]
Smadi, Charline [1 ,3 ]
机构
[1] Ecole Polytech, CMAP, F-91128 Palaiseau, France
[2] CIMAT, Guanajuato, Mexico
[3] Univ Paris Est, CERMICS, Marne La Vallee, France
关键词
Continuous State Branching Processes; Levy processes; Poisson Point Processes; Random Environment; Extinction; Long time behavior; LIMIT; DIFFUSION;
D O I
10.1214/EJP.v18-2774
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
We consider continuous state branching processes (CSBP) with additional multiplicative jumps modeling dramatic events in a random environment. These jumps are described by a Levy process with bounded variation paths. We construct a process of this class as the unique solution of a stochastic differential equation. The quenched branching property of the process allows us to derive quenched and annealed results and to observe new asymptotic behaviors. We characterize the Laplace exponent of the process as the solution of a backward ordinary differential equation and establish the probability of extinction. Restricting our attention to the critical and subcritical cases, we show that four regimes arise for the speed of extinction, as in the case of branching processes in random environment in discrete time and space. The proofs are based on the precise asymptotic behavior of exponential functionals of Levy processes. Finally, we apply these results to a cell infection model and determine the mean speed of propagation of the infection.
引用
收藏
页码:1 / 31
页数:31
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