Generalized Estimator of Population Mean Using Auxiliary Information in Presence of Measurement Errors

IF 0.9 Q3 STATISTICS & PROBABILITY
Peeyush Misra
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引用次数: 0

Abstract

It is assumed in survey research that the respondent’s reported response is precise. More often, due to prestige bias, the data provided by respondents frequently include estimates that are significantly different from the genuine values. As a consequence, measurement error is present in the sample estimates that may affect the results. Therefore, this study illustrates an improved generalized estimator that utilizes auxiliary data under measurement error. A numerical study to establish its effectiveness is also conducted.
存在测量误差时使用辅助信息的人口平均值广义估计器
调查研究假定受访者报告的答复是准确的。更常见的情况是,由于声望偏差,受访者提供的数据经常包括与真实值有显著差异的估计值。因此,样本估计值中存在测量误差,可能会影响结果。因此,本研究阐述了一种利用测量误差辅助数据的改进型广义估计器。此外,还进行了一项数值研究,以确定其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.60
自引率
12.50%
发文量
24
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