Learn how to visualize and investigate the distribution of missing and observed values.
Learn how to impute data with the R package mice.
Learn how to check imputed data for potential problems with the imputation procedure.
Learn how to analyse data that was imputed with the mice package
Learn how to impute data when the analysis model involves non-linear effects or interaction terms.
Learn how to impute longitudinal and other multi-level data.
Learn how to impute time-to-event data.
Download the data for the practicals.
Test your knowledge about the contents of Part I Multiple Imputation.
Learn how to convert multiply impute data between different formats.