A note on pretest estimation for some discrete distributions

被引:0
|
作者
Shirke, DT [1 ]
机构
[1] Shivaji Univ, Dept Stat, Kolhapur 416004, Maharashtra, India
关键词
preliminary tests; mean square error; efficiency;
D O I
10.1080/03610919908813558
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
In this article we revisit the problem of pretest estimation for some discrete distributions, when a prior point estimate of an unknown parameter is available. A general formula for bias and mean square error of a pretest estimator is derived for a class of discrete distributions. This leads to a refinement of results reported by Kumar et al. (1992), in which the expressions for the bias and mse appear to be incorrect. Efficiency of the proposed estimator is plotted for Poisson and Binomial distributions. Based on the efficiency curves, optimum level of significance for the preliminary test is suggested.
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页码:431 / 439
页数:9
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