The second-largest order statistic is of special importance in reliability theory since it represents the time to failure of a $2$-out-of-$n$ system. Consider two $2$-out-of-$n$ systems with heterogeneous random lifetimes. The lifetimes are assumed to follow heterogeneous general exponentiated location-scale models. In this communication, the usual stochastic and reversed hazard rate orders between the systems' lifetimes are established under two cases. For the case of independent random lifetimes, the usual stochastic order and the reversed hazard rate order between the second-largest order statistics are obtained by using the concept of vector majorization and related orders. For the dependent case, the conditions under which the usual stochastic order between the second-largest order statistics holds are investigated. To illustrate the theoretical findings, some special cases of the exponentiated location-scale model are considered.
翻译:第二大顺序统计在可靠性理论中具有特别重要的意义,因为它代表着两美元出价系统失败的时间;考虑两套美元出价系统,有各种不同的随机寿命;假定寿命期遵循各种不同的一般指数级地点尺度模型;在这份函件中,两个系统寿命期之间通常的随机和逆向危险率订单是根据两个案例确定的;对于独立的随机寿命期,通常的随机顺序和第二大顺序之间逆向危险率订单是通过使用矢量主控概念和相关订单获得的;对于依赖性案例,调查第二大顺序统计数据之间通常排序的条件;为说明理论结论,考虑一些突出位置尺度模型的特殊案例。