Abstract
In this paper, we discuss stochastic comparisons of lifetimes of parallel and series systems with independent heterogeneous Birnbaum-Saunders components with respect to the usual stochastic order based on vector majorization of parameters. Specifically, let X1, . . ., Xn be independent random variables with Xi∼BS(αi, βi), i=1, . . ., n, and X1*,. . .,Xn* be another set of independent random variables with Xi*∼BS(αi*,β,i*),i = 1,. . .,n. Then, we first show that when α1=⋯=αn=α1*=⋯=αn*, (β1,. . .,βn)≽m(β1*,. . .,βn*) implies Xn:n≥stXn:n* and (1/β1,. . .,1/βn)≽m(1/β1*,. . .,1/βn*) implies X1:n*≥stX1:n. We subsequently generalize these results to a wider range of the scale parameters. Next, we show that when β1=⋯=βn=β1*=⋯=βn*, (1/α1,. . .,1/αn)≽m(1/α1*,. . .,1/αn*) implies Xn:n≥stXn:n* and X1:n*≥stX1:n. Finally, we establish similar results for the log Birnbaum-Saunders distribution.
| Original language | English |
|---|---|
| Pages (from-to) | 131-136 |
| Number of pages | 6 |
| Journal | Statistics and Probability Letters |
| Volume | 112 |
| DOIs | |
| Publication status | Published - 1 May 2016 |
| Externally published | Yes |
Keywords
- Birnbaum-Saunders distribution
- Log Birnbaum-Saunders distribution
- Majorization
- Parallel systems
- Series systems
- Usual stochastic order
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