The joint influence of estimation of sensitive variable under measurement error and non-response using ORRT models

被引:8
作者
Kumar, Sunil [1 ]
Kour, Sanam Preet [1 ]
机构
[1] Univ Jammu, Dept Stat, Jammu, Jammu & Kashmir, India
关键词
Measurement error; non-response; optional RRT; bias; mean square error (MSE); RANDOMIZED-RESPONSE; SCRAMBLED RESPONSE; EFFICIENCY;
D O I
10.1080/00949655.2022.2075362
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper addresses three important issues of survey sampling: social desirability bias, measurement error and non-response simultaneously. We suggested a combined family of regression-cum-exponential estimators for estimating the population mean of sensitive variable in the presence of measurement error and non-response simultaneously using optional randomized response technique models. The properties of the suggested estimator(s) have been studied and efficiency conditions have been derived. A simulation study is carried out to support the theoretical findings and shows significant improvement in terms of percent relative efficiency (PRE).
引用
收藏
页码:3583 / 3604
页数:22
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