Product Exponential Method of Imputation in Sample Surveys

Prasad, Shakti

doi:10.21307/stattrans-2018-010

Author

Prasad Shakti (National Institute of Technology, India)

Title

Product Exponential Method of Imputation in Sample Surveys

Source

Statistics in Transition, 2018, vol. 19, nr 1, s. 159-166, tab., bibliogr. s. 166

Keyword

Badania reprezentacyjne, Estymatory
Sampling survey, Estimators

Note

summ.

Abstract

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. (original abstract)

Accessibility

The Main Library of the Cracow University of Economics
The Library of Warsaw School of Economics
The Library of University of Economics in Katowice

Full text

Bibliography

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PRASAD, S., (2017). Ratio exponential type imputation in sample surveys. Model Assisted Statistics and Application, 12 (2), pp. 95-106.
SINGH, S., DEO, B., (2003). Imputation by power transformation. Statistical Papers, 44, pp. 555-579.
SINGH, S., (2003). Advanced sampling theory with applications. Klumer Academic Publishers, the Netherlands, Vol. 1.
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Cited by

ISSN

1234-7655

Language

eng

URI / DOI

BazEkon - The Main Library of the Cracow University of Economics

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