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http://dx.doi.org/10.5351/CKSS.2010.17.6.899

Non-Response Imputation for Panel Data  

Pak, Gi-Deok (Department of Statistics, Hankuk University of Foreign Studies)
Shin, Key-Il (Department of Statistics, Hankuk University of Foreign Studies)
Publication Information
Communications for Statistical Applications and Methods / v.17, no.6, 2010 , pp. 899-907 More about this Journal
Abstract
Several non-response imputation methods are suggested, however, mainly cross-sectional imputations are studied and applied to this analysis. A simple and common imputation method for panel data is the cross-wave regression imputation or carry-over imputation as a special case of cross-wave regression imputation. This study suggests a multiple imputation method combined time series analysis and cross-sectional multiple imputation method. We compare this method and the cross-wave regression imputation method using MSE, MAE, and Bias. The 2008 monthly labor survey data is used for this study.
Keywords
Non-response imputation; cross-wave regression imputation; carry-over imputation; multiple imputation;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
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