SOME EFFICIENT EXPONENTIAL-LOGARITHMIC IMPUTATION TECHNIQUES IN THE PRESENCE OF NON-RESPONSE USING SIMULATION

被引：0

作者：

Das, Jyotishman ^{[1
]}

Singh, B. K. ^{[1
]}

机构：

[1] North Eastern Reg Inst Sci & Technol Nirjuli, Nirjuli, Arunachal Prade, India

来源：

ADVANCES AND APPLICATIONS IN STATISTICS | 2023年 / 88卷 / 01期

关键词：

sample survey; imputation; bias; mean square error (MSE); percentage relative efficiency (PRE); simulation study; ESTIMATORS;

D O I：

10.17654/0972361723042

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：

We propose three exponential-logarithmic type imputation techniques and their corresponding estimators and derive the bias and mean square error of the proposed estimators. Moreover, we calculate the percentage relative error of the proposed estimators with respect to the mean method of imputation to measure the efficiencies of the proposed estimators with the help of both real and simulated population data.

引用

页码：123 / 137

页数：15

共 16 条

[1] Ahmed M.S., 2006, Statistics in Transition, V7, P1247
[2] BUCK SF, 1960, J ROY STAT SOC B, V22, P302
[3] Improved Estimators of the Population Mean for Missing Data
Diana, Giancarlo
Perri, Pier Francesco
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2010, 39 (18) : 3245 - 3251
[4] Transformed ratio type estimators for the population mean in the presence of nonresponse
Khare, BB
Srivastava, S
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1997, 26 (07) : 1779 - 1791
[5] Class of dual to ratio estimators for double sampling
Kumar, M
Bahl, S
[J]. STATISTICAL PAPERS, 2006, 47 (02) : 319 - 326
[6] Lee H., 1994, Journal Official Statistics, V10, P231
[7] A decision theoretic approach to imputation in finite population sampling
Meeden, G
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2000, 95 (450) : 586 - 595
[8] Pandey, 2015, J INDIAN STAT ASSOC, V53, P89
[9] Some Classes of Logarithmic-Type Imputation Techniques for Handling Missing Data
Pandey, Awadhesh K.
Singh, G. N.
Bhattacharyya, D.
Ali, Abdulrazzaq Q.
Al-Thubaiti, Samah
Yakout, H. A.
[J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2021, 2021
[10] NOTE ON AN ATTEMPT TO GET THE NOT-AT-HOMES INTO THE SAMPLE WITHOUT CALLBACKS
POLITZ, A
SIMMONS, W
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1950, 45 (249) : 136 - 137

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