micemd (1.1.0)

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 specifically handling sporadically and systematically missing values. Imputation of continuous, binary or count variables are available. Following the recommendations of Audigier, V. et al (2017), 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 for 'mice'.

Maintainer: Vincent Audigier
Author(s): Vincent Audigier [aut, cre] (INSERM ECSTRA team), Matthieu Resche-Rigon [aut] (INSERM ECSTRA team)

License: GPL-2 | GPL-3

Uses: abind, digest, jomo, lme4, MASS, Matrix, mice, mvmeta, mvtnorm, nlme, VIM
Reverse suggests: mice, miceadds
Reverse enhances: miceadds

Released almost 3 years ago.