66 citations · 94 across the 8 of their papers we have counts for
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stat.CO2020★ 3 cited
Multiple Imputation and Synthetic Data Generation with the R package NPBayesImputeCat
Jingchen Hu, Olanrewaju Akande, Quanli Wang
In many contexts, missing data and disclosure control are ubiquitous and challenging issues. In particular at statistical agencies, the respondent-level data they collect from surv…
stat.CO2015★ 66 cited
An Empirical Comparison of Multiple Imputation Methods for Categorical Data
Olanrewaju Akande, Fan Li, Jerome Reiter
Multiple imputation is a common approach for dealing with missing values in statistical databases. The imputer fills in missing values with draws from predictive models estimated f…