Estimation of population mean in presence of random non-response

被引:8
作者
Sharma, Prayas [1 ]
Pal, Surya Kant [2 ]
机构
[1] Univ Petr & Energy Studies, Sch Business, Dept Decis Sci, Dehra Dun 248007, Uttarakhand, India
[2] Vikram Univ, Sch Studies Stat, Ujjain 456010, Madhya Pradesh, India
关键词
Random Non-Response; Finite population Mean; Bias; Mean Squared Error;
D O I
10.1080/09720510.2018.1478623
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 the present investigation, an attempt was made to develop some ratio-cumproduct type exponential estimators for population mean in case of random non-response in three different situations (i) non-response is present on both the study variate as well as auxiliary variates and population mean of the auxiliary variates are known, (ii) nonresponse is present only on the study variate and population mean of the auxiliary variates are known and (iii) non-response is present on both the study as well as auxiliary variates but population mean of auxiliary variate is unknown. The biases and mean squared errors of the suggested estimators have been obtained in all three situations. The suggested estimators have been compared with the estimators present in literatures in case of random nonresponse in all three aforesaid situations. An empirical study has been carried out to support the performance of the suggested estimators obtained theoretically.
引用
收藏
页码:1105 / 1119
页数:15
相关论文
共 15 条
[1]  
[Anonymous], 1960, PRINCIPLES PROCEDURE
[2]  
Bahl S., 1991, INFROM OPTIMIZ SCI, V12, P159, DOI DOI 10.1080/02522667.1991.10699058
[3]  
Bouza CN., 2008, REV INVESTIG OPER, V29, P207
[4]  
Kumar S, 2011, HACET J MATH STAT, V40, P589
[5]  
RUBIN DB, 1976, BIOMETRIKA, V63, P581, DOI 10.2307/2335739
[6]  
Sharma B. K., 2012, THESIS
[7]  
Sharma P, 2015, HACET J MATH STAT, V44, P443
[8]   Family of estimators of mean, ratio and product of a finite population using random nonresponse [J].
Singh, H. P. ;
Chandra, P. ;
Joarder, Anwar H. ;
Singh, Sarjinder .
TEST, 2007, 16 (03) :565-597
[9]  
Singh HP, 2009, STATISTICA, V69, P299
[10]  
Singh HP, 2011, PAK J STAT OPER RES, V7, P21