Some imputation methods for missing data in sample surveys

G. N. Singh; S. Maurya; M. Khetan; Cem Kadilar

Research Article

Some imputation methods for missing data in sample surveys

Year 2016, Volume: 45 Issue: 6, 1865 - 1880, 01.12.2016

G. N. Singh S. Maurya M. Khetan Cem Kadilar

Abstract

The present work suggests some imputation methods to deal with the
problems of non-response in sample surveys. The imputation methods presented in this work lead to the precise estimation strategies of
population mean. Empirical studies are carried out with the help of
data borrowed from natural populations to show the superiorities of
the suggested imputation methods over usual mean, ratio and regression methods of imputation in terms of the mean square error criterions. Suitable recommendations have been put forward for the survey
practitioners

Keywords

Imputation, non-response, auxiliary information, bias, mean square error

References

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Year 2016, Volume: 45 Issue: 6, 1865 - 1880, 01.12.2016

G. N. Singh S. Maurya M. Khetan Cem Kadilar

Abstract

References

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There are 1 citations in total.

Details

Primary Language	English
Subjects	Statistics
Journal Section	Statistics
Authors	G. N. Singh S. Maurya This is me M. Khetan This is me Cem Kadilar
Publication Date	December 1, 2016
Published in Issue	Year 2016 Volume: 45 Issue: 6

Cite

APA	Singh, G. N., Maurya, S., Khetan, M., Kadilar, C. (2016). Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics, 45(6), 1865-1880.
AMA	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. December 2016;45(6):1865-1880.
Chicago	Singh, G. N., S. Maurya, M. Khetan, and Cem Kadilar. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45, no. 6 (December 2016): 1865-80.
EndNote	Singh GN, Maurya S, Khetan M, Kadilar C (December 1, 2016) Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics 45 6 1865–1880.
IEEE	G. N. Singh, S. Maurya, M. Khetan, and C. Kadilar, “Some imputation methods for missing data in sample surveys”, Hacettepe Journal of Mathematics and Statistics, vol. 45, no. 6, pp. 1865–1880, 2016.
ISNAD	Singh, G. N. et al. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45/6 (December 2016), 1865-1880.
JAMA	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. 2016;45:1865–1880.
MLA	Singh, G. N. et al. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics, vol. 45, no. 6, 2016, pp. 1865-80.
Vancouver	Singh GN, Maurya S, Khetan M, Kadilar C. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics. 2016;45(6):1865-80.