Estimation of the Finite Population Mean in Stratified Random Sampling under Non-response

被引:0
作者
Wani, Zakir Hussain [1 ]
Rizvi, S. E. H. [1 ]
机构
[1] Main Campus SKUAST J, Div Stat & Comp Sci, Chatha Jammu 180009, India
来源
STATISTICS AND APPLICATIONS | 2023年 / 21卷 / 02期
关键词
Non-response; Stratified random sampling; Auxiliary information; Mean square error; Bias; Efficiency; RATIO; PRODUCT; FAMILY;
D O I
暂无
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 paper we have considered the problem of estimating the population mean using auxiliary information in presence of non-response. This situation is examined under two cases; Case I: when non-response occurs both on study variable and auxiliary variable and population mean of the auxiliary variable is known; Case II: when non-response occurs only on study variable, complete information on auxiliary variable and population mean of auxiliary variable is known. Mathematical properties of proposed estimators such as bias, mean square error and minimum mean square error are separately obtained for both the cases of all the proposed estimators up to the first order of approximation. The proposed estimators have been compared theoretically with the Hansen and Hurwitz (1946) estimator and some other existing estimators. The conditions for which proposed estimators are most efficient are obtained. Moreover, numerical illustrations shows that the proposed estimators perform better than existing estimators in terms of mean square error.
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页码:73 / 98
页数:26
相关论文
共 21 条
[1]   A Family of Estimators for Estimating Population Mean in Stratified Sampling under Non-Response [J].
Chaudhary, Manoj K. ;
Singh, Rajesh ;
Shukla, Rakesh K. ;
Kumar, Mukesh ;
Smarandache, Florentin .
PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2009, 5 (01) :47-54
[2]  
Chaudhary MK, 2015, World Appl Sci J, V33, P874
[3]  
Cochran W., 1977, Sampling techniques
[4]   THE PROBLEM OF NON-RESPONSE IN SAMPLE SURVEYS [J].
HANSEN, MH ;
HURWITZ, WN .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1946, 41 (236) :517-529
[5]  
Ismail M, 2017, GAZI U J SCI, V30, P634
[6]   A New Exponential Type Estimator for the Population Mean in Simple Random Sampling [J].
Kadilar, Gamze Ozel .
JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2016, 15 (02) :207-214
[7]   Transformed ratio type estimators for the population mean in the presence of nonresponse [J].
Khare, BB ;
Srivastava, S .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1997, 26 (07) :1779-1791
[8]  
Kumar S, 2022, Revista Investigacion Operacional, V43, P491
[9]  
Onyeka A.C., 2019, Far East J. Theor. Stat, V55, P151, DOI [10.17654/TS055020151, DOI 10.17654/TS055020151]
[10]  
Rao P.S. R. S., 1986, Survey Methodology, V12, P217