Polish Statistical Association
Central Statistical Office of Poland
Subject: Economics, Statistics & Probability
ISSN: 1234-7655
eISSN: 2450-0291
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Keywords : imputation methods, bias, mean square error (MSE), efficiency
Citation Information : Statistics in Transition New Series. Volume 19, Issue 1, Pages 159-166, DOI: https://doi.org/10.21307/stattrans-2018-010
License : (CC BY-NC-ND 4.0)
Published Online: 27-May-2018
In this paper, a product exponential method of imputation has been suggested and their corresponding resultant point estimator has been proposed for estimating the population mean in sample surveys. The expression of bias and the mean square error of the suggested estimator has also been derived, up to the first order of large sample approximations. Compared with the mean imputation method, Singh and Deo (Statistical Papers (2003)) and Adapted estimator (Bahl and Tuteja (1991)), the simulation studies show that the suggested estimator is the most efficient estimator.
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