STOCHASTIC SURVIVAL MODELS WITH EVENTS TRIGGERED BY EXTERNAL SHOCKS

被引:17
|
作者
Cha, Ji Hwan [1 ]
Finkelstein, Maxim [2 ,3 ]
机构
[1] Ewha Womans Univ, Dept Stat, Seoul 120750, South Korea
[2] Univ Free State, Dept Math Stat, ZA-9300 Bloemfontein, South Africa
[3] Max Planck Inst Demog Res, Rostock, Germany
基金
新加坡国家研究基金会;
关键词
SHOT-NOISE;
D O I
10.1017/S0269964811000325
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In most conventional settings, the events caused by an external shock are initiated at the moments of its occurrence. In this paper, we study the new classes of shock models: (i) When each shock from a nonhomogeneous Poisson processes can trigger a failure of a system not immediately, as in classical extreme shock models, but with delay of some random time. (ii) When each shock from a nonhomogeneous Poisson processes results not in an 'immediate' increment of wear, as in classical accumulated wear models, but triggers its own increasing wear process. The wear from different shocks is accumulated and the failure of a system occurs when it reaches a given boundary. We derive the corresponding survival and failure rate functions. Furthermore, we study the limiting behavior of the failure rate function where it is applicable.
引用
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页码:183 / 195
页数:13
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