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Comparison of Spatial Small Area Estimators Based on Neighborhood Information Systems
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 Title & Authors
Comparison of Spatial Small Area Estimators Based on Neighborhood Information Systems
Kim, Jeong-Suk; Hwang, Hee-Jin; Shin, Key-Il;
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Recently many small area estimation methods using the lattice data analysis have been studied and known that they have good performances. In the case of using the lattice data which is mainly used for small area estimation, the choice of better neighborhood information system is very important for the efficiency of the data analysis. Recently Lee and Shin (2008) compared and analyzed some neighborhood information systems based on GIS methods. In this paper, we evaluate the effect of various neighborhood information systems which were suggested by Lee and Shin (2008). For comparison of the estimators, MSE, Coverage, Calibration, Regression methods are used. The number of unemployment in Economic Active Population Survey(2001) is used for the comparison.
Spatial statistics;geographic information system;spatial autoregressive model;direct estimator;
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