Some Results and Applications of Geometric Counting Processes

被引:13
|
作者
Di Crescenzo, Antonio [1 ]
Pellerey, Franco [2 ]
机构
[1] Univ Salerno, Dipartimento Matemat, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
[2] Politecn Torino, Dipartimento Sci Matemat, Corso Duca Abruzzi 24, I-10129 Turin, Italy
关键词
Counting processes; Multivariate geometric distribution; First-crossing time; Shock models; Stochastic orders; Aging; PARTIAL ORDERINGS; THEOREM; MODELS;
D O I
10.1007/s11009-018-9649-9
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
Among Mixed Poisson processes, counting processes having geometrically distributed increments can be obtained when the mixing random intensity is exponentially distributed. Dealing with shock models and compound counting models whose shocks and claims occur according to such counting processes, we provide various comparison results and aging properties concerning total claim amounts and random lifetimes. Furthermore, the main characteristic distributions and properties of these processes are recalled and proved through a direct approach, as an alternative to those available in the literature. We also provide closed-form expressions for the first-crossing-time problem through monotone nonincreasing boundaries, and numerical estimates of first-crossing-time densities through other suitable boundaries. Finally, we present several applications in seismology, software reliability and other fields.
引用
收藏
页码:203 / 233
页数:31
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