Improved Ratio and Product Exponential type Estimators for Finite Population Mean in Stratified Random Sampling

被引:8
|
作者
Yadav, Rohini [1 ]
Upadhyaya, Lakshmi N. [1 ]
Singh, Housila P. [2 ]
Chatterjee, S. [1 ]
机构
[1] Indian Sch Mines, Dept Appl Math, Dhanbad 826004, Bihar, India
[2] Vikram Univ, Sch Studies Stat, Ujjain, Madhya Pradesh, India
关键词
Study variable; Auxiliary variable; Stratified random sampling; Bias and mean squared error; AUXILIARY INFORMATION; FAMILY;
D O I
10.1080/03610926.2012.694547
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
This article addresses the problem of the estimation of the population mean (Y) over bar of the study variable y using auxiliary variable x in stratified random sampling. Classes of ratio and product exponential type estimators are proposed. The biases and mean squared errors of the suggested estimators are obtained upto the first order of approximation. Conditions are obtained under which the proposed estimators are better than usual unbiased estimator, conventional combined ratio and product estimators and Singh et al. (2008) estimators. Asymptotic optimum estimators (AOEs) in the proposed classes of estimators are identified alongwith their mean squared errors formulae. Estimators based on estimated optimum values are obtained with their mean squared errors expressions. An empirical study has been carried out to examine the merits of the suggested estimators over others.
引用
收藏
页码:3269 / 3285
页数:17
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