ISO* property of two-parameter compound Poisson distributions with applications

被引:1
作者
Ma, CS [1 ]
机构
[1] Wichita State Univ, Wichita, KS 67260 USA
关键词
compound Poisson distribution; ISO*; noncentral chi-square distribution; noncentrality parameter; order-restricted hypothesis testing problem; Schur convex; stochastic ordering; two-parameter family;
D O I
10.1006/jmva.2000.1904
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
The ISO* property of noncentrality parameters is derived for the expected value of an ISO* function of independent nonnegative two-parameter compound Poisson random variables and is then applied to unbiasedness of tests and monotonicity of power functions of teals in an order-restricted hypothesis testing problem for the noncentrality parameter. The ISO* property and the Schur convexity are also studied for a class of two-parameter distributions which has the additive property (i.e., is closed under convolution) and contains the one-parameter family with the semigroup property as a special case. (C) 2000 Academic Press.
引用
收藏
页码:279 / 294
页数:16
相关论文
共 18 条
[1]   A STOCHASTIC ORDERING OF PARTIAL-SUMS OF INDEPENDENT RANDOM-VARIABLES AND OF SOME RANDOM-PROCESSES [J].
BOLAND, PJ ;
PROSCHAN, F ;
TONG, YL .
JOURNAL OF APPLIED PROBABILITY, 1992, 29 (03) :645-654
[2]   INEQUALITIES FOR MULTIVARIATE INFINITELY DIVISIBLE PROCESSES [J].
BROWN, LD ;
RINOTT, Y .
ANNALS OF PROBABILITY, 1988, 16 (02) :642-657
[3]   A COMPLETE CLASS THEOREM FOR ESTIMATING A NONCENTRALITY PARAMETER [J].
CHOW, MS .
ANNALS OF STATISTICS, 1987, 15 (02) :800-804
[4]  
Cohen A, 1996, ANN STAT, V24, P2036
[5]  
COHEN A, 1995, BERNOULLI, V1, P321
[6]   INEQUALITIES FOR MULTIVARIATE COMPOUND POISSON-DISTRIBUTIONS [J].
ELLIS, RS .
ANNALS OF PROBABILITY, 1988, 16 (02) :658-661
[7]   DECREASING IN TRANSPOSITION PROPERTY OF OVERLAPPING SUMS, AND APPLICATIONS [J].
HOLLANDER, M ;
PROSCHAN, F ;
SETHURAMAN, J .
JOURNAL OF MULTIVARIATE ANALYSIS, 1981, 11 (01) :50-57
[8]   COMBINING INDEPENDENT NON-CENTRAL CHI SQUARED OR F-TESTS [J].
MARDEN, JI .
ANNALS OF STATISTICS, 1982, 10 (01) :266-277
[9]   ORDER-PRESERVING FUNCTIONS - APPLICATIONS TO MAJORIZATION AND ORDER STATISTICS [J].
MARSHALL, AW ;
WALKUP, DW ;
WETS, RJB .
PACIFIC JOURNAL OF MATHEMATICS, 1967, 23 (03) :569-&
[10]  
Mathew T, 1998, ANN STAT, V26, P1989