A Comparison of Parametric and Machine Learning Imputation Techniques

• In Event: Dealing With Missing Data

Brief Overview

We perform a simulation study in which we compare the performance of parametric techniques, individual machine learning algorithms, and an ensemble method combining such algorithms in multiple imputation.

Authors

• Garret Binding, University of Zürich

• Thomas Willi, University of Zurich