micemd: Multiple Imputation by Chained Equations with Multilevel Data

Addons for the 'mice' package to perform multiple imputation using chained equations with two-level data. Includes imputation methods dedicated to sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2018) <doi:10.1214/18-STS646>, the choice of the imputation method for each variable can be facilitated by a default choice tuned according to the structure of the incomplete dataset. Allows parallel calculation and overimputation for 'mice'.

Package details

AuthorVincent Audigier [aut, cre] (CNAM MSDMA team), Matthieu Resche-Rigon [aut] (INSERM ECSTRA team)
MaintainerVincent Audigier <[email protected]>
LicenseGPL-2 | GPL-3
Version1.6.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("micemd")

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micemd documentation built on July 9, 2019, 5:03 p.m.