Hartley-Ross type unbiased estimators of population mean using two auxiliary variables

被引:5
|
作者
Javed, M. [1 ,2 ]
Irfan, M. [1 ,2 ]
Pang, T. [1 ]
机构
[1] Zhejiang Univ, Inst Stat, Dept Math, Hangzhou 310027, Peoples R China
[2] Govt Coll Univ, Dept Stat, Faisalabad, Pakistan
关键词
Auxiliary variable; Hartley-Ross type estimator; Unbiased; Variance; EXPONENTIAL RATIO; FAMILY;
D O I
10.24200/sci.2018.5648.1397
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In survey sampling, it is a well-established phenomenon that the efficiency of estimators increases with proper information on auxiliary variable(s). Keeping this fact in mind, the information on two auxiliary variables was utilized to propose a family of Hartley-Ross type unbiased estimators for estimating population mean under simple random sampling without replacement. Minimum variance of the new estimators was derived up to the first degree of approximation. Three real datasets were used to verify the efficient performance of the new family in comparison to the usual unbiased, Hartley and Ross, and other competing estimators. (C) 2019 Sharif University of Technology. All rights reserved.
引用
收藏
页码:3835 / 3845
页数:11
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