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Communications for Statistical Applications and Methods
- Volume 12 Issue 1
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- Pages.29-38
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- 2005
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- 2287-7843(pISSN)
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- 2383-4757(eISSN)
DOI QR Code
A Study on Weight Adjustment In Sampling Survey
- Jung Ran Hee (Department of Statistics, Hankuk University of Foreign Studies) ;
- Lee Sang Eun (Department of Applied Statistics, Kyonggi University) ;
- Shin Key-Il (Department of Statistics, Hankuk University of Foreign Studies)
- Published : 2005.04.01
Abstract
In sample design, determining the weights of estimates becomes usually great influence on the result. In this article, raking methods are applied to different domain and depending on the range of the domain and sample size, the results of estimates are explained and compared. For the comparison, we use the MSE, MAE, MSPE and MAPE with Actual State of Minor Enterprisers Human Resources Survey data in 2001. The simulation result shows that more elaborate method is superior to the widely used method as expected but the difference is not quite significant.