Improved estimation of population mean using known median of auxiliary variable

被引：6

作者：

Lamichhane, R. ^{[1
]}

Singh, S. ^{[1
]}

Diawara, N. ^{[2
]}

机构：

[1] Texas A&M Univ, Dept Math, Kingsville, TX 78363 USA

[2] Old Dominion Univ, Dept Math & Stat, Norfolk, VA USA

来源：

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION | 2017年 / 46卷 / 04期

关键词：

Median; Mean; Relative efficiency; Relative bias; Variance; INFORMATION;

D O I：

10.1080/03610918.2015.1062102

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this article, we consider the problem of estimation of population mean using the known median of auxiliary variable. We proposed an estimator and its efficiency is studied analytically as well as empirically for different conditions. The proposed estimator is found to be more efficient than traditional estimators such as sample mean and linear regression estimator.

引用

页码：2821 / 2828

页数：8

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