79 citations · 242 across the 33 of their papers we have counts for
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stat.ME2015★ 4 cited
Statistical Matching using Fractional Imputation
Jae-kwang Kim, Emily Berg, Taesung Park
Statistical matching is a technique for integrating two or more data sets when information available for matching records for individual participants across data sets is incomplete…
stat.ME2015★ 28 cited
A note on multiple imputation for method of moments estimation
Shu Yang, Jae Kwang Kim
Multiple imputation is a popular imputation method for general purpose estimation. Rubin(1987) provided an easily applicable formula for the variance estimation of multiple imputat…
stat.ME2015★ 24 cited
Fractional Imputation in Survey Sampling: A Comparative Review
Shu Yang, Jae Kwang Kim
Fractional imputation (FI) is a relatively new method of imputation for handling item nonresponse in survey sampling. In FI, several imputed values with their fractional weights ar…