Article ID: | iaor201112738 |
Volume: | 58 |
Issue: | 2 |
Start Page Number: | 123 |
End Page Number: | 135 |
Publication Date: | Mar 2011 |
Journal: | Naval Research Logistics (NRL) |
Authors: | Navarro Jorge, Burkschat Marco |
Keywords: | statistics: inference, datamining, stochastic processes, markov processes |
The sequential order statistics (SOS) are a good way to model the lifetimes of the components in a system when the failure of a component at time t affects the performance of the working components at this age t. In this article, we study properties of the lifetimes of the coherent systems obtained using SOS. Specifically, we obtain a mixture representation based on the signature of the system. This representation is used to obtain stochastic comparisons. To get these comparisons, we obtain some ordering properties for the SOS, which in this context represent the lifetimes of k-out-of-n systems. In particular, we show that they are not necessarily hazard rate ordered.