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Influence on Estimation of Mean by Using Quartile Paired Double Ranked Set Sampling
Proceedings of the National Academy of Sciences, India Section A: Physical Sciences ( IF 0.9 ) Pub Date : 2020-04-02 , DOI: 10.1007/s40010-020-00680-2
Muhammad Noor-ul-Amin , Muhammad Tayyab

In this paper, we present an efficient quartile paired double ranked set sampling (QPDRSS) scheme to estimate the population mean. QPDRSS provides an unbiased improved population mean estimator when the distribution is symmetric and bears negligible biasness for non-symmetric distribution. The performance of the proposed mean estimator is compared to its competitors in simple random sampling, double ranked set sampling, extreme paired double ranked set sampling and paired double ranked set sampling by manipulating simulation process for various (symmetric and non-symmetric) distributions. A real dataset is also studied to exemplify the achievement of the proposal.



中文翻译:

四分位数配对双秩集抽样对均值估计的影响

在本文中,我们提出了一种有效的四分位数配对双排序集抽样(QPDRSS)方案来估计总体均值。当分布是对称的并且对于非对称分布具有可忽略的偏差时,QPDRSS提供了无偏的改进的总体均值估计量。通过操纵各种(对称和非对称)分布的模拟过程,将所提出的均值估计器的性能在简单随机抽样,双排名集抽样,极端配对双排名集抽样和配对双排名集抽样方面与竞争对手进行了比较。还研究了真实的数据集,以举例说明提案的实现。

更新日期:2020-04-02
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