What is Mice.jl?
Mice.jl is the Julia equivalent of the R package mice by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators (van Buuren and Groothuis-Oudshoorn, 2011). It allows you to impute missing values in a dataset using multiple imputation by chained equations (MICE).
Currently, only a few methods are supported. Mice.jl also currently does not support hybrid imputation models.
Versions before 0.4.1 contain a major correctness bug that silently produces incorrect results.
Users should upgrade immediately and recompute affected outputs.
For more information see the relevant GitHub issue.
If you want to learn more about multiple imputation, this is not the guide for you. Instead, I recommend consulting "Flexible Imputation of Missing Data" by Stef van Buuren (ed.) (van Buuren, 2018).
