- Van Buuren, S. (2018). Flexible Imputation of Missing Data. Second Edition.. Chapman & Hall/CRC. Boca Raton, FL.
- Ad hoc methods and the MICE algorithm
- Convergence and pooling
- Inspecting how the observed data and missingness are related
- Passive imputation and post-processing
- Imputing multilevel data
- Sensitivity analysis with
mice
- Generate missing values with
ampute
- Combining inferences
futuremice
: Wrapper for parallel MICE imputation through futures- Multivariate PMM for imputing multiple columns simultaneously
- Generating synthetic data with high utility using mice