Title :
Generalized Shock Models Based on a Cluster Point Process
Author :
Bai, Jian-Ming ; Li, Ze-Hui ; Kong, Xin-Bing
Author_Institution :
Sch. of Manage., Lanzhou Univ.
Abstract :
We review the principal progress of shock models during the last three decades. Our new model, the delta-shock model, and its latest developments are also introduced. Furthermore, for adapting shock models to a wider reliability field, we put forward a generalized framework for studying shock models, based on cluster point processes with cluster marks. In addition, we provide a noteworthy case under this framework as a concrete example in reliability with an insurance background, and give the asymptotic distribution of the risk process
Keywords :
reliability theory; risk analysis; statistical distributions; asymptotic distribution; cluster point process; cumulative delta-shock model; insurance; reliability; risk process; Concrete; Distribution functions; Educational programs; Electric shock; Insurance; Mathematics; Statistics; Asymptotic distribution; cluster point process with cluster marks; cumulative shock model; extreme shock model; risk process;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2006.879661