Estimation of finite population variance under stratified random sampling

被引:4
|
作者
Haq, Abdul [1 ]
Usman, Muhammad [1 ]
Khan, Manzoor [1 ]
机构
[1] Quaid I Azam Univ, Islamabad, Pakistan
关键词
Absolute bias; Auxiliary information; Combined and separate estimators; Relative efficiency; Unbiased estimator; RATIO ESTIMATORS; FAMILY;
D O I
10.1080/03610918.2021.2009866
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 paper, we develop estimators of the finite population variance using the information on the study variable's first and second raw moments under stratified random sampling. In addition, both combined and separate estimators are also developed for estimating the population variance using supplementary information on a study variable and one or two auxiliary variables. The proposed estimators are compared with the existing estimators in terms of absolute bias and relative efficiency. Based on simulated and empirical studies, it is found that the proposed estimators may outperform the existing estimators.
引用
收藏
页码:6193 / 6209
页数:17
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