Estimation of finite population mean in simple random sampling and stratified random sampling using two auxiliary variables

被引:42
作者
Muneer, Siraj [1 ]
Shabbir, Javid [2 ]
Khalil, Alamgir [1 ]
机构
[1] Univ Peshawar, Dept Stat, Peshawar 25120, Pakistan
[2] Quaid I Azam Univ, Dept Stat, Islamabad, Pakistan
关键词
Auxiliary variables; stratification; bias; MSE; efficiency; RATIO ESTIMATORS; INFORMATION; FAMILY;
D O I
10.1080/03610926.2015.1035394
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 propose a new class of estimators to estimate the finite population mean by using two auxiliary variables under two different sampling schemes such as simple random sampling and stratified random sampling. The proposed class of estimators gives minimum mean squared error as compared to all other considered estimators. Some real data sets are used to observe the performances of the estimators. We show numerically that the proposed class of estimators performs better as compared to all other competitor estimators.
引用
收藏
页码:2181 / 2192
页数:12
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