Estimation of population mean in presence of random non response in two-stage cluster sampling

被引:1
|
作者
Maji, Reba [1 ]
Singh, G. N. [2 ]
Bandyopadhyay, Arnab [3 ]
机构
[1] Sarojini Naidu Coll Women, Dept Math, Kolkata 700028, India
[2] Indian Sch Mines, Dept Appl Math, Dhanbad, Bihar, India
[3] Asansol Engn Coll, Dept Math, Asansol, India
关键词
Auxiliary variable; bias; cluster sampling; efficiency; imputation; mean square error; random non response; study variable; regression; two-stage sampling; Primary; 62D05; RANDOM NONRESPONSE; IMPUTATION;
D O I
10.1080/03610926.2018.1478101
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
The present investigation addresses the problem of estimating a finite population mean in two-phase cluster sampling in presence of random non response situations. Utilizing information on an auxiliary variable, regression type estimators has been proposed. Effective imputation techniques have been suggested to deal with the random non response situations. The properties of the proposed estimation strategies have been studied for different cases of random non response situations in practical surveys. The superiority of the suggested methodology over the natural sample mean estimator of population mean has been established through empirical studies carried over the data sets of natural population and artificially generated population.
引用
收藏
页码:3586 / 3608
页数:23
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