Online resources

Selected online resources related to the mice package. There is also a more elaborate overview.

Books

  1. Van Buuren, S. (2018). Flexible Imputation of Missing Data. Second Edition.. Chapman & Hall/CRC. Boca Raton, FL.

Course materials

  1. Handling Missing Data in R with mice
  2. Statistical Methods for combined data sets

Vignettes

  1. Ad hoc methods and the MICE algorithm
  2. Convergence and pooling
  3. Inspecting how the observed data and missingness are related
  4. Passive imputation and post-processing
  5. Imputing multilevel data
  6. Sensitivity analysis with mice
  7. Generate missing values with ampute

Code from publications

  1. Flexible Imputation of Missing Data. First edition.
  2. mice: Multivariate Imputation by Chained Equations in R

Source code

  1. mice GitHUB repository