What is Mice.jl?

Mice.jl is the Julia equivalent of the R package mice by Stef van Buuren, Karin Groothuis-Oudshoorn and collaborators [1]. 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.

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.) [2].

Funded by Wellcome