TY - JOUR
T1 - Stochastic comparisons of parallel and series systems with heterogeneous Birnbaum-Saunders components
AU - Fang, Longxiang
AU - Zhu, Xiaojun
AU - Balakrishnan, N.
N1 - Publisher Copyright:
© 2016 Elsevier B.V.
PY - 2016/5/1
Y1 - 2016/5/1
N2 - 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.
AB - 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.
KW - Birnbaum-Saunders distribution
KW - Log Birnbaum-Saunders distribution
KW - Majorization
KW - Parallel systems
KW - Series systems
KW - Usual stochastic order
UR - http://www.scopus.com/inward/record.url?scp=84959171763&partnerID=8YFLogxK
U2 - 10.1016/j.spl.2016.01.021
DO - 10.1016/j.spl.2016.01.021
M3 - Article
AN - SCOPUS:84959171763
SN - 0167-7152
VL - 112
SP - 131
EP - 136
JO - Statistics and Probability Letters
JF - Statistics and Probability Letters
ER -