On some efficient logarithmic type estimators under stratified ranked set sampling

IF 0.9 Q2 MATHEMATICS Afrika Matematika Pub Date : 2024-04-05 DOI:10.1007/s13370-024-01180-x
Shashi Bhushan, Anoop Kumar
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引用次数: 0

Abstract

This paper investigates the performance of combined and separate log type class of estimators of population mean under stratified ranked set sampling. The expressions of bias and mean square error of the proposed estimators are deduced. The theoretical comparison of the proposed estimators with the existing estimators is carried out and the efficiency conditions are reported. The credibility of theoretical results is extended by a simulation study conducted over various artificially generated symmetric and asymmetric populations. The results of the simulation study show that the proposed class of estimators dominate the well-known existing estimators.

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论分层排序集合抽样下的一些高效对数型估计器
本文研究了在分层排序集合抽样条件下人口平均值的组合式和独立对数式估计器的性能。推导了所提估计器的偏差和均方误差表达式。对提出的估计器与现有估计器进行了理论比较,并报告了效率条件。通过对各种人为生成的对称和非对称人群进行模拟研究,扩大了理论结果的可信度。模拟研究结果表明,所提出的估计器在众所周知的现有估计器中占优势。
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来源期刊
Afrika Matematika
Afrika Matematika MATHEMATICS-
CiteScore
2.00
自引率
9.10%
发文量
96
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