EN
Some imputation methods for missing data in sample surveys
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
References
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Details
Primary Language
English
Subjects
Statistics
Journal Section
Research Article
Publication Date
December 1, 2016
Submission Date
January 13, 2015
Acceptance Date
October 8, 2015
Published in Issue
Year 2016 Volume: 45 Number: 6
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. https://izlik.org/JA66MW97UZ
AMA
1.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):1865-1880. https://izlik.org/JA66MW97UZ
Chicago
Singh, G. N., S. Maurya, M. Khetan, and Cem Kadilar. 2016. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45 (6): 1865-80. https://izlik.org/JA66MW97UZ.
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
[1]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, Dec. 2016, [Online]. Available: https://izlik.org/JA66MW97UZ
ISNAD
Singh, G. N. - Maurya, S. - Khetan, M. - Kadilar, Cem. “Some Imputation Methods for Missing Data in Sample Surveys”. Hacettepe Journal of Mathematics and Statistics 45/6 (December 1, 2016): 1865-1880. https://izlik.org/JA66MW97UZ.
JAMA
1.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, Dec. 2016, pp. 1865-80, https://izlik.org/JA66MW97UZ.
Vancouver
1.G. N. Singh, S. Maurya, M. Khetan, Cem Kadilar. Some imputation methods for missing data in sample surveys. Hacettepe Journal of Mathematics and Statistics [Internet]. 2016 Dec. 1;45(6):1865-80. Available from: https://izlik.org/JA66MW97UZ