Calibration estimation of population variance under stratified successive sampling in presence of random non response

被引:13
|
作者
Singh, G. N. [1 ]
Bhattacharyya, D. [1 ]
Bandyopadhyay, A. [2 ]
机构
[1] Indian Inst Technol, Dept Math & Comp, Indian Sch Mines, Dhanbad, Jharkhand, India
[2] Asansol Engn Coll, Dept Math, Asansol, W Bengal, India
关键词
Stratified sampling; two-occasion successive sampling; random non-response; auxiliary variable; bias; mean square error; calibration technique; simulation study; AUXILIARY INFORMATION;
D O I
10.1080/03610926.2020.1719158
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 paper considers the problem of estimation of population variance of the study character in stratified successive sampling over two occasions under random non-response. Utilizing information available on a highly positively correlated auxiliary variable, a logarithmic type estimator is proposed and its properties, including bias and mean square error, are discussed. Calibration techniques have been applied for determining the optimum strata weight. Empirical studies have been carried out using both real and simulated data to show the efficiency of our proposed estimator over standard estimator, and suitable recommendations have been put forward to the survey statisticians for applications in real life problems.
引用
收藏
页码:4487 / 4509
页数:23
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