ON ORDER-STATISTICS FROM NONIDENTICAL RIGHT-TRUNCATED EXPONENTIAL RANDOM-VARIABLES AND SOME APPLICATIONS

被引:12
作者
BALAKRISHNAN, N [1 ]
机构
[1] MCMASTER UNIV,DEPT MATH & STAT,HAMILTON L8S 4K1,ON,CANADA
基金
加拿大自然科学与工程研究理事会;
关键词
ORDER STATISTICS; OUTLIERS; SINGLE MOMENTS; PRODUCT MOMENTS; RECURRENCE RELATIONS; RIGHT-TRUNCATED EXPONENTIAL DISTRIBUTION; PERMANENTS; ROBUST ESTIMATION;
D O I
10.1080/03610929408831453
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
By considering order statistics arising from n independent non-identically distributed right-truncated exponential random variables, we derive in this paper several recurrence relations for the single and the product moments of order statistics. These recurrence relations are simple in nature and could be used systematically in order to compute all the single and the product moments of order statistics for all sample sizes in a simple recursive manner. The results for order statistics from a multiple-outlier model (with a slippage of p observations) from a right-truncated exponential population are deduced as special cases. These results will be useful in assessing robustness properties of any linear estimator of the unknown parameter of the right-truncated exponential distribution, in the presence of one or more outliers in the sample. These results generalize those for the order statistics arising from an i.i.d. sample from a right-truncated exponential population established by Joshi (1978, 1982).
引用
收藏
页码:3373 / 3393
页数:21
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