Ratio Type Estimator for Balanced Sampling Plan excluding Adjacent Units

Neeraj Tiwari, Jharna Banerjie, Girish Chandra, Shailja Bhari
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Abstract

The study variables are usually correlated with the auxiliary variables and therefore their correlation could easily be computed. In this paper, the correlation coefficient is used for the estimation procedure, and therefore, we proposed a Horvitz-Thompson ratio-type estimator using correlation coefficient for Balanced Sampling plan excluding Adjacent units (BSA plan). It has been illustrated theoretically and empirically that the proposed Horvitz-Thompson ratio-type estimator is more precise than the Horvitz-Thompson estimator based on BSA plan. The proposed estimator provides an opportunity to utilise the auxiliary information for the estimation of population mean for BSA plan and useful for many real-life experiments. International Journal of Statistical Sciences, Vol.24(1), March, 2024, pp 103-114
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不包括相邻单位的平衡抽样计划的比率类型估计器
研究变量通常与辅助变量相关,因此很容易计算其相关性。本文在估计过程中使用了相关系数,因此,我们为不包括相邻单位的平衡抽样计划(BSA 计划)提出了一种使用相关系数的 Horvitz-Thompson 比率型估计器。理论和经验都表明,所提出的 Horvitz-Thompson 比率型估计器比基于 BSA 计划的 Horvitz-Thompson 估计器更加精确。所提出的估计器为利用辅助信息估计 BSA 计划的人口平均值提供了机会,并对许多现实生活实验非常有用。
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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