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'.

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Description file content

Package
micemd
Type
Package
Title
Multiple Imputation by Chained Equations with Multilevel Data
Version
1.5.0
Date
2018-11-20
Description
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) , 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'.
License
GPL-2 | GPL-3
Depends
R (>= 3.2.5), mice (>= 2.42)
Imports
Matrix, graphics, utils, stats, MASS, parallel, nlme, lme4, mvmeta (>= 0.4.7), jomo (>= 2.6-3), mvtnorm, digest, abind
Suggests
VIM
RoxygenNote
6.1.0
NeedsCompilation
no
Packaged
2018-11-20 18:08:53 UTC; V. Audigier
Author
Vincent Audigier [aut, cre] (CNAM MSDMA team), Matthieu Resche-Rigon [aut] (INSERM ECSTRA team)
Maintainer
Vincent Audigier
Repository
CRAN
Date/Publication
2018-11-21 11:20:03 UTC

install.packages('micemd')

1.5.0

6 months ago

Vincent Audigier

GPL-2 | GPL-3

Depends on

R (>= 3.2.5), mice (>= 2.42)

Imports

Matrix, graphics, utils, stats, MASS, parallel, nlme, lme4, mvmeta (>= 0.4.7), jomo (>= 2.6-3), mvtnorm, digest, abind

Suggests

VIM

Discussions