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Non-Response Imputation for Panel Data
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 Title & Authors
Non-Response Imputation for Panel Data
Pak, Gi-Deok; Shin, Key-Il;
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 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;
 Language
Korean
 Cited by
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