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…