An efficient estimation of finite population mean through difference estimator in systematic sampling

被引:0
|
作者
Pal, Surya K. [1 ]
Mahmud, Sagir A. [1 ]
Singh, Housila P. [2 ]
机构
[1] Sharda Univ, Sharda Sch Basic Sci & Res, Dept Math, Greater Noida 201310, UP, India
[2] Vikram Univ, Sch Studies Stat, Ujjain 456010, MP, India
关键词
Systematic sampling; Auxiliary variable; Study variable; Bias; Mean squared error; Empirical study; AUXILIARY INFORMATION; RATIO;
D O I
10.1007/s13370-024-01234-0
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper addresses the problem of estimating the finite population mean Y<overline>\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\overline{Y}$$\end{document} of the study variable y\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$y$$\end{document} using two auxiliary variables in systematic sampling. We have suggested a difference-type estimator and its improved version, and then their properties have been studied. It has been shown that the proposed class of estimators is more efficient than the recently proposed estimators due to Tailor et al. (Stat Transit 14: 391-398, 2013) and Khan and Singh (J Prob Stat https://doi.org/10.1155/2015/248374, 2015). An empirical study has been undertaken to evaluate the performance of the suggested estimator over other existing estimators.
引用
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页数:20
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