A generalized class of estimators for sensitive variable in the presence of measurement error and non-response under stratified random sampling

被引:8
|
作者
Zahid, Erum [1 ]
Shabbir, Javid [2 ]
Alamri, Osama Abdulaziz [3 ]
机构
[1] Inst Space Technol, Dept Appl Math & Stat, Islamabad, Pakistan
[2] Quaid I Azam Univ, Dept Stat, Islamabad, Pakistan
[3] Univ Tabuk, Dept Stat, Tabuk, Saudi Arabia
关键词
Auxiliary variable; Measurement error; Non-response; Randomized response; Stratified random sampling;
D O I
10.1016/j.jksus.2021.101741
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In survey sampling an investigator may be unable to get the complete and correct information at the same time. So non-response and measurement error occur simultaneously and consequently may effect the estimator. Considering this problem, a generalized class of estimators is proposed for estimating the finite population mean for sensitive variable in the presence of measurement error and non-response under stratified random sampling. We conducted a study based on real data set at Quaid-i-Azam University, Islamabad. Simulation and real life data sets are used to observe the performances of the estimators. Bias and MSE values are given for the comparison of estimators. (c) 2021 The Authors. Published by Elsevier B.V. on behalf of King Saud University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:10
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